Docling layout block audit

original.pdf docling.json layout_blocks.json layout_blocks.tsv layout_blocks.jsonl excluded_blocks.html excluded_blocks.tsv final_body_blocks.tsv visual_assets.tsv visual_assets.json

Summary

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Diff Summary

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Truncation

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Page Overlays

Green = final body chunks. Orange/purple asset boxes = actual figure/table assets used by ingestion. Cyan dashed text boxes = text blocks consumed by those assets as caption continuations. Red STOP = truncation trigger. Red boxes = blocks after truncation.

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Visual Assets

这里对齐真实图表资产提取链路。caption_source=embedded_table_cell 表示表注来自 Docling table cell,不会出现在 text block 审计差集里;caption_continuation_used_by_asset 表示某个 text block 已被图表 caption 吸收,不应按普通 metadata 解读。

#typelabelpagecaption sourcesuppressedduplicate reasonrescue reasongroupconfidencebboxcaption
1figureFig. 12direct_caption_ref0.82[86.93, 490.31, 426.74, 233.04]Fig. 1 | A comparison of spent LIB recycling technologies at different stages of development. Metallurgical recycling processes typically downcycle materials, underscoring the need for next-generation recycling technologies that preserve and even upcycle material value.
2figureFig. 27sequence_or_inferred_caption0.82[38.75, 108.87, 522.84, 251.83]Fig. 2 | The overall experimental design of this protocol. The main experimental process includes the following: (1) disassembling spent LIBs to collect and pre-treat the spent cathode materials; (2) calculating the required additives on the basis of failure analysis results and the target product composition; and (3) selecting an appropriate method for direct recycling or upcycling.
3figureFig. 327sequence_or_inferred_caption0.82[36.88, 251.39, 522.84, 447.3]Fig. 3 | Failure analysis of spent cathode materials. a , b , Digital photos of the S-LMO pouch cell ( a ) and electrodes ( b ). c , An SEM image of the cross section of S-LMO electrode (scale bar, 2 μm). d , A digital photo of the S-LMO powder. e , SEM images of typical failure characteristics of the cathode material (from left Spent 2 Ah pouch cell LMO cathode disassembled from spent pouch cell Spent LMO cathode powder Residual binder and impurities Broken particles Intragranular cracks to right: scale bars, 2 μm, 300 nm, 1 μm and 500 nm, respectively). f , Rietveld refinement of XRD pattern of S-LMO. g , A comparison of Li content in S-LMO and C-LMO analyzed via ICP-OES. h , Mn 2 p XPS spectra collected from the spent Gr anode electrode. i , HRTEM analysis of S-LMO (scale bar, 5 nm).
4figureFig. 428sequence_or_inferred_caption0.82[37.25, 109.69, 521.69, 301.09]Fig. 4 | Structural characterization of regenerated LiMn 2O4 cathode materials. a , b , Rietveld refinement of XRD patterns of R-LMO-SS ( a ) and R-LMOJH ( b ) (insets, SEM images of R-LMO-SS ( a ) and R-LMO-JH ( b ); scale bars, 100 nm ( a ) and 200 nm ( b )). c , EPR spectrums of R-LMO-SS and R-LMO-JH. d , e , HRTEM analysis of R-LMO-SS ( d ) and R-LMO-JH ( e ) (scale bars ( d , e ), 5 nm).
5figureFig. 529direct_caption_ref0.82[38.15, 110.61, 363.67, 269.56]Fig. 5 | Electrochemical performance of regenerated LiMn 2O4 cathode materials. a , Galvanostatic charge/discharge curves of S-LMO, R-LMO-SS and R-LMO-JH in the voltage range of 3.0-4.5 V at 0.1 C. b , Cycling performance of S-LMO, R-LMO-SS and R-LMO-JH at 1 C. c , Rate performance of S-LMO, R-LMO-SS and R-LMO-JH at various current densities.
6figureFig. 630sequence_or_inferred_caption0.82[37.3, 109.45, 522.29, 294.73]Fig. 6 | Structural characterization of upcycled high-voltage cathode material LiNi 0.5 Mn1.5 O4. a , XRD patterns of upcycled precursors and products (powder diffraction file (PDF); insets show digital photos of the corresponding powders). b , Rietveld refinement of XRD pattern of U-LNMO. c , EPR spectrums of U-LNMO and C-LNMO. d , SEM image and EDS mapping of U-LNMO (scale bar, 500 nm). e , EDS line scan of the internal section of U-LNMO. f , HRTEM analysis of U-LNMO (scale bar, 5 nm).
7figureFig. 731direct_caption_ref0.82[38.04, 111.03, 363.14, 263.74]Fig. 7 | Electrochemical performance of upcycled high-voltage cathode material LiNi 0.5 Mn1.5 O4. a , Galvanostatic charge/discharge curve of U-LNMO in the voltage range of 3.5-4.9 V at 0.1 C (The inset is the corresponding d Q /d V curve). b , Cycling performance of U-LNMO and C-LNMO at 1 C. c , The rate performance of U-LNMO and C-LNMO at various current densities.
8figureFig. 832sequence_or_inferred_caption0.82[38.26, 109.52, 521.83, 295.74]Fig. 8 | Structural characterization of upcycled Li-rich Mn-based cathode material Li 1.2 Ni0.2 Mn0.6O2. a , XRD patterns of upcycled precursors and products (the insets show digital photos of the corresponding powders.) b , Rietveld refinement of XRD pattern of U-LRMNMO. c , EPR spectrums of U-LRM and C-LRM. d , SEM image and EDS mapping of U-LRM (scale bar, 500 nm). e , EDS line scan of the internal section of U-LRM. f , HRTEM analysis of U-LRM (scale bar, 5 nm).
9figureFig. 933direct_caption_ref0.82[37.67, 110.21, 365.32, 269.83]Fig. 9 | Electrochemical performance of upcycled Li-rich Mn-based cathode material Li 1.2 Ni0.2Mn0.6O2. a , Galvanostatic charge-discharge curve of U-LRM in the voltage range of 2.0-4.8 V at 0.1 C (the inset is the corresponding d Q /d V curve). b , Cycling performance of U-LRM and C-LRM at 1 C. c , Rate performance of U-LRM and C-LRM at various current densities.
10tableTable 13nearby_text_caption0.82[38.87, 139.09, 347.22, 60.53]Table 1 | Comparison of key parameters of spent LIB recycling technologies at different stages of development
11tableTable 24direct_caption_ref0.82[38.75, 129.7, 377.11, 85.24]Table 2 | Comparison of key parameters of five direct regeneration methods
12tableTable 317nearby_text_caption0.82[38.9, 138.84, 357.34, 81.5]Table 3 | The proportion of primary materials used in various direct regeneration and upcycling processes
13tableTable 425nearby_text_caption0.82[39.06, 138.99, 306.19, 51.54]Table 4 | Basic parameter settings for electrochemical testing of different materials in this protocol
14tableTable 525nearby_text_caption0.82[38.78, 569.04, 522.87, 174.5]Table 5 | Troubleshooting
15tableDocling Table 1526missing_caption0.55[38.41, 128.68, 523.65, 463.52]
16tableDocling Table 1635missing_caption0.55[38.93, 107.4, 523.12, 94.31]
17tableDocling Table 1736missing_caption0.55[28.95, 531.12, 530.63, 89.47]

Blocks

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False[39.69, 114.46, 455.34, 80.07]A universal protocol for ultrafast direct regeneration and upcycling of spent lithium-ion battery cathode materialsA universal protocol for ultrafast direct regeneration and upcycling of spent lithium-ion battery cathode materials
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False[39.68, 231.08, 456.64, 22.13]Haocheng Ji 1,7 , Junxiong Wang 1,2,7 , Xiao Qiu 3 , Hengyu Ren 4 , Haoyu Xue 4 , Hao Zhang 1 , Guanjun Ji 1,2 , Hui-Ming Cheng 5,6 & Guangmin Zhou 1Haocheng Ji 1,7 , Junxiong Wang 1,2,7 , Xiao Qiu 3 , Hengyu Ren 4 , Haoyu Xue 4 , Hao Zhang 1 , Guanjun Ji 1,2 , Hui-Ming Cheng 5,6 & Guangmin Zhou 1
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False[39.68, 295.56, 389.6, 400.26]The rapid acceleration of global electrification has increased demand for sustainable energy storage, making lithium-ion batteries (LIBs) essential for various applications. However, their limited lifespan presents chal…The rapid acceleration of global electrification has increased demand for sustainable energy storage, making lithium-ion batteries (LIBs) essential for various applications. However, their limited lifespan presents chal…
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False[438.37, 294.77, 122.92, 50.02]This protocol introduces two representative techniques to help readers easily adapt and optimize the methods for implementing a direct recycling process.This protocol introduces two representative techniques to help readers easily adapt and optimize the methods for implementing a direct recycling process.
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False[438.37, 357.03, 122.0, 71.53]The success of direct recycling hinges on thorough pretreatment and addressing the challenges posed by the failure behavior of spent materials, including lithium replenishment and phase structure recovery.The success of direct recycling hinges on thorough pretreatment and addressing the challenges posed by the failure behavior of spent materials, including lithium replenishment and phase structure recovery.
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False[438.37, 440.8, 122.36, 39.27]The core of direct upcycling lies in constructing a viable direct phase evolution path between the target and initial materials.The core of direct upcycling lies in constructing a viable direct phase evolution path between the target and initial materials.
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False[438.37, 541.13, 122.98, 28.52]Wang, J. et al. Nat. Sustain . 7 , 1283-1293 (2024): https://doi.org/ 10.1038/s41893-024-01412-9Wang, J. et al. Nat. Sustain . 7 , 1283-1293 (2024): 10.1038/s41893-024-01412-9
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False[438.37, 663.41, 121.33, 28.52]Choi, C. H. et al. Nat. Chem . 16 , 1831-1837 (2024): https://doi.org/ 10.1038/s41557-024-01598-7Choi, C. H. et al. Nat. Chem . 16 , 1831-1837 (2024): 10.1038/s41557-024-01598-7
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False[236.67, 726.69, 149.06, 6.63]e-mail: cheng@imr.ac.cn; guangminzhou@e-mail: cheng@imr.ac.cn; guangminzhou@
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False[438.37, 704.17, 115.93, 28.52]Wang, C. et al. Science 369 , 521-526 (2020): https://doi.org/ 10.1126/science.aaz7681Wang, C. et al. Science 369 , 521-526 (2020): 10.1126/science.aaz7681
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
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False[39.68, 148.91, 389.98, 112.14]With the acceleration of global electrification and intelligent transformation, higher demands are placed on the efficient utilization and storage of renewable clean energy 1,2 . Lithium-ion batteries (LIBs), recognized…With the acceleration of global electrification and intelligent transformation, higher demands are placed on the efficient utilization and storage of renewable clean energy 1,2 . Lithium-ion batteries (LIBs), recognized…
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False[39.68, 264.22, 383.18, 112.14]However, the long-term storage of spent LIBs presents a potential risk of spontaneous combustion and explosion, and improper handling poses serious safety hazards 9 . Traditional solid waste treatment methods, such as i…However, the long-term storage of spent LIBs presents a potential risk of spontaneous combustion and explosion, and improper handling poses serious safety hazards 9 . Traditional solid waste treatment methods, such as i…
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True[39.69, 390.54, 156.94, 9.04]Recycling strategies for spent LIBsRecycling strategies for spent LIBs
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False[39.68, 402.61, 387.42, 42.95]As shown in Fig. 1, the currently developed recycling technologies for spent LIBs can be classified into three progressive categories on the basis of the target product: downcycling, recycling and upcycling 15 . This cl…As shown in Fig. 1, the currently developed recycling technologies for spent LIBs can be classified into three progressive categories on the basis of the target product: downcycling, recycling and upcycling 15 . This cl…
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False[39.68, 448.73, 388.93, 19.88]Downcycling is a widely used recycling method in industrial production today. It employs mature metallurgical technologies to break down and disrupt the crystal structure of the originalDowncycling is a widely used recycling method in industrial production today. It employs mature metallurgical technologies to break down and disrupt the crystal structure of the original
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False[228.74, 588.26, 130.44, 5.7]Regeneration of spent LIBs materials via LiRegeneration of spent LIBs materials via Li
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False[244.79, 596.06, 98.35, 5.7]replenishment and defect repairreplenishment and defect repair
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False[386.98, 588.26, 125.81, 5.7]Optimizing structure and composition toOptimizing structure and composition to
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False[405.64, 596.06, 88.48, 5.7]upgrade spent LIBs materialsupgrade spent LIBs materials
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False[95.44, 627.44, 109.97, 5.7]Return back to production materialsReturn back to production materials
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False[248.74, 627.44, 90.45, 5.7]Recycled into virgin materialsRecycled into virgin materials
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False[390.63, 627.3, 118.5, 5.7]Upgraded to next-generation materialsUpgraded to next-generation materials
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False[143.33, 663.08, 3.37, 5.7]+
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False[448.22, 662.13, 6.37, 5.7]oror
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False[105.44, 694.98, 17.7, 5.7]Li saltLi salt
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False[149.28, 694.98, 55.07, 5.7]Alloy or precursorAlloy or precursor
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False[281.4, 694.98, 25.12, 7.38]LiMn 2 O4LiMn 2 O4
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True[395.72, 694.98, 11.5, 5.7]LiNiLiNi
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False[407.21, 698.41, 6.97, 3.95]0.50.5
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False[414.17, 694.98, 23.2, 7.38]Mn 1.5 O4Mn 1.5 O4
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False[455.66, 694.98, 5.13, 5.7]LiLi
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False[460.78, 698.41, 5.55, 3.95]1.21.2
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True[466.33, 694.98, 6.36, 5.7]NiNi
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False[472.7, 698.41, 6.82, 3.95]0.20.2
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False[479.51, 694.98, 24.33, 7.38]Mn 0.6 O2Mn 0.6 O2
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False[128.71, 716.44, 43.19, 5.7]'Downcycling''Downcycling'
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False[276.49, 716.44, 34.94, 5.7]'Recycling''Recycling'
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False[432.65, 716.44, 34.29, 5.7]'Upcycling''Upcycling'
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False[39.69, 728.46, 506.1, 16.5]Fig. 1 | A comparison of spent LIB recycling technologies at different stages of development. Metallurgical recycling processes typically downcycle materials, underscoring the need for next-generation recycling technolo…Fig. 1 | A comparison of spent LIB recycling technologies at different stages of development. Metallurgical recycling processes typically downcycle materials, underscoring the need for next-generation recycling technolo…
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
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True[542.31, 763.81, 18.89, 6.99]24142414
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
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False[39.69, 114.3, 326.14, 17.87]Table 1 | Comparison of key parameters of spent LIB recycling technologies at different stages of developmentTable 1 | Comparison of key parameters of spent LIB recycling technologies at different stages of development
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False[39.69, 203.01, 343.1, 13.76]● Poor, ●● moderate, ●●● excellent. The evaluation is based on the average performance of various recycling technologies, although it may fluctuate depending on the specific characteristics of the recycling method emplo…● Poor, ●● moderate, ●●● excellent. The evaluation is based on the average performance of various recycling technologies, although it may fluctuate depending on the specific characteristics of the recycling method emplo…
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False[39.68, 239.94, 389.9, 136.43]electrode material through chemical reactions in high-temperature or liquid environments 16,17 . The material is then recombined and undergoes a series of operations before being recrystallized to produce the target pro…electrode material through chemical reactions in high-temperature or liquid environments 16,17 . The material is then recombined and undergoes a series of operations before being recrystallized to produce the target pro…
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False[39.68, 379.54, 387.2, 100.61]In contrast, direct recycling focuses on repairing the structure of spent LIB electrode materials back to their original state. This process preserves the complete crystal structure of the electrode material, effectivel…In contrast, direct recycling focuses on repairing the structure of spent LIB electrode materials back to their original state. This process preserves the complete crystal structure of the electrode material, effectivel…
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False[39.68, 483.33, 373.7, 66.01]Compared with metallurgical recycling methods, direct recycling is simpler, with higher efficiency. The regeneration of spent electrode materials can be achieved through straightforward separation, pretreatment and lith…Compared with metallurgical recycling methods, direct recycling is simpler, with higher efficiency. The regeneration of spent electrode materials can be achieved through straightforward separation, pretreatment and lith…
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False[39.68, 552.52, 388.02, 169.81]However, the pace of technological progress is accelerating, and the industry's performance benchmarks for LIBs are continuously evolving. In a period of rapid technological iteration, even if spent LIBs are directly re…However, the pace of technological progress is accelerating, and the industry's performance benchmarks for LIBs are continuously evolving. In a period of rapid technological iteration, even if spent LIBs are directly re…
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False[39.69, 725.5, 374.07, 19.88]Table 1 provides a comprehensive evaluation of three recycling technologies at different stages of development across various dimensions, such as economic performance,Table 1 provides a comprehensive evaluation of three recycling technologies at different stages of development across various dimensions, such as economic performance,
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
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True[542.42, 763.81, 18.55, 6.99]24152415
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
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False[39.69, 114.29, 315.92, 7.87]Table 2 | Comparison of key parameters of five direct regeneration methodsTable 2 | Comparison of key parameters of five direct regeneration methods
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False[39.69, 218.07, 104.72, 6.0]● Poor, ●● , moderate, ●●● excellent.● Poor, ●● , moderate, ●●● excellent.
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False[39.69, 241.16, 389.26, 42.94]environmental impact and technical efficiency. The assessment is based on the results of a techno-economic analysis of the direct recycling and upcycling cases described in this protocol, with hydrometallurgy serving as…environmental impact and technical efficiency. The assessment is based on the results of a techno-economic analysis of the direct recycling and upcycling cases described in this protocol, with hydrometallurgy serving as…
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False[39.69, 287.28, 369.99, 54.47]Our results indicate that direct recycling and upcycling offer higher economic returns, reduced energy consumption and lower greenhouse gas emissions compared with existing techniques. Their shorter, more streamlined pr…Our results indicate that direct recycling and upcycling offer higher economic returns, reduced energy consumption and lower greenhouse gas emissions compared with existing techniques. Their shorter, more streamlined pr…
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False[39.69, 355.94, 288.03, 9.04]Methods for direct regeneration of spent LIB cathode materialsMethods for direct regeneration of spent LIB cathode materials
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False[39.69, 368.01, 387.38, 112.14]For LIBs, cathode materials are the most expensive components, containing high-value metals such as Li, Co and Ni, making them the most valuable for recycling. As a result, battery recycling efforts focus mainly on the …For LIBs, cathode materials are the most expensive components, containing high-value metals such as Li, Co and Ni, making them the most valuable for recycling. As a result, battery recycling efforts focus mainly on the …
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False[39.68, 483.33, 380.17, 77.55]However, due to the complex failure mechanisms of spent cathode materials and the varying phase transition paths during both the repair and synthesis processes, the conversion behavior of exogenous Li salts becomes more…However, due to the complex failure mechanisms of spent cathode materials and the varying phase transition paths during both the repair and synthesis processes, the conversion behavior of exogenous Li salts becomes more…
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False[39.68, 564.06, 389.61, 89.08]Moreover, advancements in material synthesis technology have paved the way for innovations in direct regeneration. Recently, researchers have introduced a fast Joule heating synthesis method, which utilizes the heat gen…Moreover, advancements in material synthesis technology have paved the way for innovations in direct regeneration. Recently, researchers have introduced a fast Joule heating synthesis method, which utilizes the heat gen…
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False[39.69, 656.31, 386.8, 89.06]Table 2 compares the key parameters of the five direct regeneration methods, including their applicability, recycling effectiveness, process efficiency, environmental impact, cost and processing capacity. Overall, the d…Table 2 compares the key parameters of the five direct regeneration methods, including their applicability, recycling effectiveness, process efficiency, environmental impact, cost and processing capacity. Overall, the d…
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
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True[542.3, 763.81, 18.9, 6.99]24162416
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
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False[39.69, 114.31, 370.13, 19.88]regeneration method as representative techniques to illustrate the overall process of direct recycling for spent LIBs cathode materials.regeneration method as representative techniques to illustrate the overall process of direct recycling for spent LIBs cathode materials.
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False[39.69, 148.37, 236.82, 9.04]Upcycling pathways of spent LIBs cathode materialsUpcycling pathways of spent LIBs cathode materials
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False[39.68, 160.44, 389.94, 169.8]The main upcycling pathways for spent cathode materials can be categorized into two types. The first involves cases in which the structure and composition of the spent materials are largely similar to the target product…The main upcycling pathways for spent cathode materials can be categorized into two types. The first involves cases in which the structure and composition of the spent materials are largely similar to the target product…
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False[39.68, 333.42, 385.04, 192.86]In another scenario, the spent material differs from the target product not only in characteristics and performance indicators but also in structure or composition. The conventional approach in such cases is to first do…In another scenario, the spent material differs from the target product not only in characteristics and performance indicators but also in structure or composition. The conventional approach in such cases is to first do…
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False[39.69, 540.45, 129.16, 9.04]Applications of the protocolApplications of the protocol
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False[39.69, 552.53, 389.87, 192.82]The main applications of this technique are direct recycling and upcycling of spent LIB electrode materials. This technique bridges the gap between waste management and material performance enhancement, providing practi…The main applications of this technique are direct recycling and upcycling of spent LIB electrode materials. This technique bridges the gap between waste management and material performance enhancement, providing practi…
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
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True[542.86, 763.81, 18.11, 6.99]24172417
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
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True[39.69, 113.77, 123.62, 9.04]Limitations of the protocolLimitations of the protocol
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False[39.69, 125.84, 370.16, 19.88]Although the direct regeneration strategy described in this protocol can be applied to most spent cathode materials, certain limitations remain.Although the direct regeneration strategy described in this protocol can be applied to most spent cathode materials, certain limitations remain.
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False[39.69, 148.9, 385.02, 66.0]First, the current technology heavily relies on accurate analysis and judgment of the failure state of spent materials. Moreover, there is no universal direct recycling strategy applicable to cathode materials of differ…First, the current technology heavily relies on accurate analysis and judgment of the failure state of spent materials. Moreover, there is no universal direct recycling strategy applicable to cathode materials of differ…
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False[39.69, 218.07, 382.46, 54.47]Second, as an industry-oriented research topic, direct regeneration technology for spent LIBs ultimately needs to be scaled for production applications at the tonnage level or beyond. Experience from scaling up laborato…Second, as an industry-oriented research topic, direct regeneration technology for spent LIBs ultimately needs to be scaled for production applications at the tonnage level or beyond. Experience from scaling up laborato…
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False[39.69, 275.72, 385.9, 31.41]Third, no direct regeneration strategy currently exists that is broadly effective for complex mixed cathodes. We will continue to focus on developing a general direct regeneration strategy suitable for large-scale appli…Third, no direct regeneration strategy currently exists that is broadly effective for complex mixed cathodes. We will continue to focus on developing a general direct regeneration strategy suitable for large-scale appli…
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False[39.69, 310.31, 355.51, 19.88]As an emerging technology, Joule heating still faces notable limitations in the direct regeneration of spent LIB materials.As an emerging technology, Joule heating still faces notable limitations in the direct regeneration of spent LIB materials.
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False[39.69, 333.36, 376.85, 77.53]One major challenge is large-scale implementation. Although Joule heating has demonstrated industrial-level productivity for graphene, research on synthesizing inorganic materials with this method remains limited to gra…One major challenge is large-scale implementation. Although Joule heating has demonstrated industrial-level productivity for graphene, research on synthesizing inorganic materials with this method remains limited to gra…
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False[39.69, 414.07, 388.21, 54.47]Moreover, optimizing Joule heating conditions presents another hurdle. The relevant parameters-such as heating temperature, heating/cooling rates and the number of pulses-can be adjusted across a wide range. However, be…Moreover, optimizing Joule heating conditions presents another hurdle. The relevant parameters-such as heating temperature, heating/cooling rates and the number of pulses-can be adjusted across a wide range. However, be…
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False[39.69, 471.71, 382.83, 42.94]Additionally, as mentioned earlier, the direct upcycling strategy described in this protocol requires a case-by-case evaluation before designing a plan. This involves analyzing the feasibility of the phase transition pa…Additionally, as mentioned earlier, the direct upcycling strategy described in this protocol requires a case-by-case evaluation before designing a plan. This involves analyzing the feasibility of the phase transition pa…
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False[39.69, 528.92, 121.54, 9.04]Overview of the procedureOverview of the procedure
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False[39.69, 540.99, 183.24, 8.35]The procedure is divided into five main parts:The procedure is divided into five main parts:
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False[46.77, 552.52, 191.49, 8.35]Spent battery disassembly and pretreatmentSpent battery disassembly and pretreatment
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False[46.77, 564.05, 181.95, 8.35]Failure analysis of spent cathode materialsFailure analysis of spent cathode materials
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False[46.77, 575.58, 258.92, 8.35]Direct regeneration and upcycling of spent cathode materialsDirect regeneration and upcycling of spent cathode materials
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False[46.77, 587.11, 202.86, 8.35]Regenerated cathode material characterizationRegenerated cathode material characterization
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False[46.77, 598.64, 181.18, 8.35]Electrochemical performance verificationElectrochemical performance verification
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False[39.68, 610.17, 385.1, 66.03]The overall experimental design of this protocol is illustrated in Fig. 2. We selected LiMn 2 O4 as the representative material for two key reasons. First, most research papers often overlook the development of direct r…The overall experimental design of this protocol is illustrated in Fig. 2. We selected LiMn 2 O4 as the representative material for two key reasons. First, most research papers often overlook the development of direct r…
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False[39.69, 690.97, 192.72, 7.87]Spent battery disassembly and pretreatmentSpent battery disassembly and pretreatment
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False[39.69, 702.44, 384.19, 42.94]We began by obtaining a spent pouch cell with LiMn 2 O4 as the cathode material from a manufacturer that we are collaborating with. After fully discharging the cell by soaking it in salt water, it was manually disassemb…We began by obtaining a spent pouch cell with LiMn 2 O4 as the cathode material from a manufacturer that we are collaborating with. After fully discharging the cell by soaking it in salt water, it was manually disassemb…
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
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True[542.44, 763.81, 18.76, 6.99]24182418
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
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False[63.78, 117.32, 38.08, 5.7]DisassemblyDisassembly
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False[191.45, 117.32, 31.52, 5.7]IngredientIngredient
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p7:body_region:0p7:page_body:right:white[254, 254, 254]
white
True[384.94, 117.46, 75.37, 5.7]Recycling and upcyclingRecycling and upcycling
7126textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[186, 186, 186]
gray
False[167.51, 141.25, 4.55, 2.63]2.02.0
7127textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[204, 204, 204]
gray
True[182.45, 141.85, 15.86, 2.63]TheoreticalTheoretical
7128textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[231, 231, 231]
gray
False[182.45, 145.97, 9.49, 2.63]S-LMOS-LMO
7129textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right_crossing:white[255, 255, 255]
white
False[293.06, 142.55, 64.1, 5.7]Solid phase sinteringSolid phase sintering
7130textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:gray[191, 188, 185]
gray
True[423.64, 144.91, 21.66, 3.51]ConvectionConvection
7131textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:white[255, 255, 255]
white
False[503.23, 145.83, 47.06, 5.7]repair productsrepair products
7132textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:white[255, 255, 255]
white
False[505.5, 138.03, 42.52, 5.7]ConventionalConventional
7133textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[255, 255, 255]
white
False[40.61, 149.78, 5.7, 57.57]Spent LMO batterySpent LMO battery
7134textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[251, 251, 251]
white
False[155.53, 152.28, 5.7, 51.37]Failure diagnosisFailure diagnosis
7135textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[211, 211, 211]
gray
True[167.41, 169.82, 4.65, 2.63]0.50.5
7136textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[219, 219, 219]
gray
False[167.98, 160.29, 4.09, 2.63]1.01.0
7137textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[224, 224, 224]
gray
False[168.26, 150.78, 3.8, 2.63]1.51.5
7138textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[184, 184, 184]
gray
True[170.02, 179.33, 2.04, 2.63]00
7139textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[216, 216, 216]
gray
True[173.05, 191.23, 2.63, 19.87]Intensity (a.u.)Intensity (a.u.)
7140textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[196, 196, 196]
gray
False[175.35, 214.14, 2.16, 1.75]1010
7141textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[214, 214, 214]
gray
True[178.34, 193.73, 2.63, 19.87]Intensity (a.u.)Intensity (a.u.)
7142textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[207, 207, 207]
gray
False[180.63, 216.35, 2.16, 1.75]1010
7143textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[216, 216, 216]
gray
False[183.7, 196.29, 2.63, 19.87]Intensity (a.u.)Intensity (a.u.)
7144textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[230, 230, 230]
gray
False[184.0, 183.04, 2.37, 2.63]LiLi
7145textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[205, 205, 205]
gray
False[186.58, 219.01, 2.16, 1.75]1010
7146textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[215, 215, 215]
gray
True[189.67, 198.51, 2.63, 19.87]Intensity (a.u.)Intensity (a.u.)
7147textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[185, 185, 185]
gray
True[192.07, 221.96, 2.16, 1.75]1010
7148textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[184, 184, 184]
gray
True[199.55, 221.96, 2.47, 1.75]2020
7149textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[222, 222, 222]
gray
False[201.69, 183.04, 4.36, 2.63]MnMn
7150textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[201, 201, 201]
gray
False[204.84, 200.24, 9.49, 2.63]S-LMOS-LMO
7151textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[187, 187, 187]
gray
True[206.91, 221.96, 2.57, 1.75]3030
7152textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[187, 187, 187]
gray
True[214.23, 221.96, 2.6, 1.75]4040
7153textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[170, 170, 170]
gray
True[215.39, 225.03, 1.66, 2.63]22
7154textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[179, 179, 179]
gray
True[217.06, 225.07, 1.84, 2.58]θ
7155textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[232, 232, 232]
gray
False[218.9, 225.03, 4.01, 2.63](°)
7156textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[193, 193, 193]
gray
True[221.81, 221.96, 2.54, 1.75]5050
7157textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[202, 202, 202]
gray
False[229.04, 221.96, 2.6, 1.75]6060
7158textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[188, 188, 188]
gray
True[229.69, 199.97, 9.18, 1.75]ObservedObserved
7159textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[195, 195, 195]
gray
True[229.69, 202.1, 10.22, 1.75]CalculatedCalculated
7160textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[203, 203, 203]
gray
False[229.69, 204.37, 4.6, 1.75]ErrorError
7161textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[193, 193, 193]
gray
False[229.69, 206.58, 13.67, 1.75]Bragg positionBragg position
7162textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[201, 201, 201]
gray
False[236.67, 221.96, 2.41, 1.75]7070
7163textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[168, 168, 168]
gray
True[244.01, 221.96, 2.58, 1.75]8080
7164textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left_crossing:white[255, 255, 255]
white
False[292.79, 168.45, 5.7, 37.76]Heating rodHeating rod
7165textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[238, 238, 238]
gray
False[387.82, 196.73, 3.51, 32.44]Temperature (°C)Temperature (°C)
7166textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[206, 206, 206]
gray
True[391.79, 197.93, 8.17, 2.63]1,0001,000
7167textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[184, 184, 184]
gray
True[394.02, 210.06, 5.94, 2.63]600600
7168textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[198, 198, 198]
gray
True[394.03, 216.13, 5.94, 2.63]400400
7169textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[190, 190, 190]
gray
True[394.06, 204.0, 5.91, 2.63]800800
7170textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[198, 198, 198]
gray
True[394.22, 222.18, 5.75, 2.63]200200
7171textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[220, 220, 220]
gray
False[397.92, 228.25, 2.04, 2.63]00
7172textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[142, 142, 142]
gray
True[403.18, 151.36, 3.51, 17.61]RadiationRadiation
7173textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:white[255, 255, 255]
white
False[405.44, 187.6, 57.02, 5.7]Thermal flow driveThermal flow drive
7174textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:white[255, 255, 255]
white
False[421.8, 211.25, 16.84, 5.7]~ 16 h~ 16 h
7175textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:gray[138, 135, 133]
gray
True[423.56, 172.24, 22.14, 3.51]ConductionConduction
7176textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:gray[197, 197, 197]
gray
False[502.09, 219.89, 4.82, 11.1]LMRLMR
7177textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:off_white[246, 246, 246]
off_white
False[502.14, 187.07, 4.82, 16.09]LNMOLNMO
7178textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:white[255, 255, 255]
white
False[502.35, 161.11, 4.82, 12.11]LMOLMO
7179textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[231, 231, 231]
gray
False[401.2, 232.32, 2.04, 2.63]00
7180textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[230, 230, 230]
gray
False[408.95, 232.32, 1.66, 2.63]22
7181textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[228, 228, 228]
gray
False[416.42, 232.32, 1.85, 2.63]44
7182textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[222, 222, 222]
gray
True[423.96, 232.32, 1.86, 2.63]66
7183textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:gray[203, 203, 203]
gray
False[428.62, 236.82, 15.2, 3.51]Time (h)Time (h)
7184textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[189, 189, 189]
gray
True[431.54, 232.32, 1.82, 2.63]88
7185textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:gray[194, 194, 194]
gray
True[438.38, 232.32, 3.24, 2.63]1010
7186textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:gray[186, 186, 186]
gray
True[446.14, 232.32, 2.86, 2.63]1212
7187textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:gray[205, 205, 205]
gray
True[453.58, 232.32, 3.05, 2.63]1414
7188textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:gray[192, 192, 192]
gray
True[461.14, 232.32, 3.05, 2.63]1616
7189textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:gray[193, 193, 193]
gray
True[468.73, 232.32, 3.02, 2.63]1818
7190textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[255, 255, 255]
white
False[168.05, 267.54, 5.13, 5.7]LiLi
7191textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[255, 255, 255]
white
False[173.18, 271.34, 5.67, 3.95]1-x1-x
7192textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[255, 255, 255]
white
False[178.86, 267.54, 15.83, 7.74]Mn 2-yMn 2-y
7193textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[255, 255, 255]
white
False[194.69, 267.54, 8.05, 7.74]O 4O 4
7194textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[255, 255, 255]
white
False[200.38, 257.29, 24.75, 5.7]Li ? Ni ?Li ? Ni ?
7195textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[255, 255, 255]
white
True[225.8, 267.66, 11.5, 5.7]LiNiLiNi
7196textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[255, 255, 255]
white
False[233.75, 257.29, 14.59, 5.7]LiMnLiMn
7197textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:off_white[246, 246, 246]
off_white
False[237.3, 271.46, 6.98, 3.95]0.50.5
7198textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[255, 255, 255]
white
True[244.27, 267.66, 15.16, 7.75]Mn 1.5Mn 1.5
7199textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:gray[224, 224, 224]
gray
False[248.33, 261.09, 2.49, 3.95]22
7200textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[255, 255, 255]
white
False[250.83, 257.29, 8.05, 7.74]O 4O 4
7201textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[255, 255, 255]
white
False[259.43, 267.66, 8.05, 7.75]O 4O 4
7202textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right_crossing:white[255, 255, 255]
white
False[293.06, 261.43, 40.85, 5.7]Joule heatingJoule heating
7203textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:white[255, 255, 255]
white
False[348.35, 272.45, 41.0, 5.7]TemperatureTemperature
7204textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[209, 213, 213]
gray
False[408.81, 273.36, 3.42, 5.7]-
7205textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:gray[202, 203, 203]
gray
True[427.81, 259.25, 14.21, 3.51]ElectricElectric
7206textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:gray[168, 170, 169]
gray
True[430.74, 264.05, 8.36, 3.51]fieldfield
7207textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:colored[210, 195, 146]
colored
True[438.09, 273.39, 2.76, 2.92]e -e -
7208textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:gray[208, 212, 211]
gray
True[456.29, 274.01, 3.37, 5.7]+
7209textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:white[255, 255, 255]
white
False[499.99, 257.38, 49.04, 5.7]NonequilibriumNonequilibrium
7210textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:white[253, 253, 253]
white
False[500.98, 265.18, 47.06, 5.7]repair productsrepair products
7211textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[255, 255, 255]
white
False[40.61, 274.33, 5.7, 59.17]Spent LMO powderSpent LMO powder
7212textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[255, 255, 255]
white
False[55.01, 312.73, 5.7, 38.62]Li deficiencyLi deficiency
7213textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[251, 251, 251]
white
False[124.01, 310.57, 5.7, 42.93]Mn deficiencyMn deficiency
7214textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[253, 253, 253]
white
False[155.53, 283.65, 5.7, 56.49]Mixing ingredientsMixing ingredients
7215textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[255, 255, 255]
white
False[222.76, 277.11, 5.13, 5.7]LiLi
7216textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[255, 255, 255]
white
True[227.89, 280.9, 5.56, 3.95]1.21.2
7217textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[255, 255, 255]
white
True[233.45, 277.11, 6.36, 5.7]NiNi
7218textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[252, 252, 252]
white
True[239.81, 280.9, 6.83, 3.95]0.20.2
7219textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[255, 255, 255]
white
False[246.64, 277.11, 16.57, 7.74]Mn 0.6Mn 0.6
7220textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left:white[255, 255, 255]
white
False[263.21, 277.11, 7.77, 7.74]O 2O 2
7221textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:left_crossing:white[255, 255, 255]
white
False[290.49, 296.8, 5.7, 47.87]Power interfacePower interface
7222textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:white[255, 255, 255]
white
False[358.75, 280.25, 20.19, 5.7]sensorsensor
7223textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[214, 214, 214]
gray
False[386.38, 315.28, 3.51, 32.44]Temperature (°C)Temperature (°C)
7224textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[206, 206, 206]
gray
False[392.29, 317.37, 7.79, 2.63]1,2001,200
7225textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[185, 185, 185]
gray
True[394.14, 324.44, 5.95, 2.63]900900
7226textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[179, 179, 179]
gray
True[394.14, 331.5, 5.94, 2.63]600600
7227textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[188, 188, 188]
gray
True[394.19, 338.57, 5.9, 2.63]300300
7228textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[188, 188, 188]
gray
True[398.04, 345.64, 2.04, 2.63]00
7229textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[236, 236, 236]
gray
False[401.81, 349.7, 2.04, 2.63]00
7230textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:white[254, 254, 254]
white
False[415.45, 306.73, 39.46, 5.58]Electric driveElectric drive
7231textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[200, 200, 200]
gray
False[415.53, 349.7, 1.81, 2.63]33
7232textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:gray[196, 196, 196]
gray
True[429.11, 349.7, 1.86, 2.63]66
7233textvisual_textFalselowvisual_textvisual_text
p7:body_region:0p7:page_body:right:colored[212, 194, 148]
colored
False[429.45, 275.13, 2.76, 2.92]e -e -
7234textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:gray[186, 186, 186]
gray
True[442.7, 349.7, 1.86, 2.63]99
7235textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:white[255, 255, 255]
white
False[444.18, 322.75, 14.14, 5.7]~15 s~15 s
7236textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:gray[217, 217, 217]
gray
False[455.8, 349.7, 2.86, 2.63]1212
7237textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:gray[187, 187, 187]
gray
False[469.36, 349.7, 2.96, 2.63]1515
7238textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:gray[228, 228, 228]
gray
False[502.09, 280.75, 4.82, 12.11]LMOLMO
7239textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:gray[223, 223, 223]
gray
False[502.09, 306.71, 4.82, 16.09]LNMOLNMO
7240textvisual_textFalselowvisual_textvisual_text
p7:page_body:right:white[255, 255, 255]
white
False[502.09, 339.53, 4.82, 11.1]LMRLMR
7241textvisual_textFalselowvisual_textvisual_text
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False[550.0, 277.93, 4.82, 68.46]Beneficial defect structureBeneficial defect structure
7242textvisual_textFalselowvisual_textvisual_text
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False[428.07, 353.76, 14.73, 3.51]Time (s)Time (s)
7243captioncaptionFalselowoutside_body_flow_captionoutside_body_flow_caption
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False[39.69, 367.97, 242.92, 26.5]Fig. 2 | The overall experimental design of this protocol. The main experimental process includes the following: (1) disassembling spent LIBs to collect and pre-treat the spent cathode materials; (2) calculating the req…Fig. 2 | The overall experimental design of this protocol. The main experimental process includes the following: (1) disassembling spent LIBs to collect and pre-treat the spent cathode materials; (2) calculating the req…
7244captioncaptionFalselowdocling_captiondocling_caption
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False[306.47, 367.97, 240.94, 26.5]additives on the basis of failure analysis results and the target product composition; and (3) selecting an appropriate method for direct recycling or upcycling.additives on the basis of failure analysis results and the target product composition; and (3) selecting an appropriate method for direct recycling or upcycling.
7245textbodyTruebodybody
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False[39.69, 425.67, 388.2, 54.47]reaction products, and the cathode material powder was physically separated from the Al foil current collector. The powder was then ground, sieved to remove large particles and impurities, and washed with 1-methyl-2-pyr…reaction products, and the cathode material powder was physically separated from the Al foil current collector. The powder was then ground, sieved to remove large particles and impurities, and washed with 1-methyl-2-pyr…
7246section_headerbody_headingFalselowbody_headingbody_heading
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True[39.69, 494.92, 183.55, 7.87]Failure analysis of spent cathode materialsFailure analysis of spent cathode materials
7247textbodyTruebodybody
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False[39.69, 506.39, 385.16, 77.53]To optimize the regeneration process and minimize material waste, failure analysis was performed on the powders using inductively coupled plasma-optical emission spectrometry (ICP-OES) and X-ray diffractometry (XRD) tes…To optimize the regeneration process and minimize material waste, failure analysis was performed on the powders using inductively coupled plasma-optical emission spectrometry (ICP-OES) and X-ray diffractometry (XRD) tes…
7248section_headerbody_headingFalselowbody_headingbody_heading
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True[39.69, 598.69, 264.17, 7.87]Direct regeneration and upcycling of spent cathode materialsDirect regeneration and upcycling of spent cathode materials
7249textbodyTruebodybody
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False[39.68, 610.16, 383.85, 135.23]The spent materials were then directly recycled using solid-phase regeneration and Joule heat-assisted regeneration methods, employing a muffle furnace and Joule heat device, respectively. For the solid-phase method, ad…The spent materials were then directly recycled using solid-phase regeneration and Joule heat-assisted regeneration methods, employing a muffle furnace and Joule heat device, respectively. For the solid-phase method, ad…
7250page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
7251page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
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True[542.11, 763.81, 18.86, 6.99]24192419
8252section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
8253section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 114.37, 204.38, 7.87]Regenerated cathode material characterizationRegenerated cathode material characterization
8254textbodyTruebodybody
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False[39.69, 125.84, 353.53, 66.0]The regenerated cathode materials were characterized using multiple techniques: ICP-OES to confirm elemental replenishment, XRD to assess phase evolution, scanning electron microscopy (SEM) to analyze microscopic morpho…The regenerated cathode materials were characterized using multiple techniques: ICP-OES to confirm elemental replenishment, XRD to assess phase evolution, scanning electron microscopy (SEM) to analyze microscopic morpho…
8255section_headerbody_headingFalselowbody_headingbody_heading
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True[39.69, 206.61, 180.81, 7.87]Electrochemical performance verificationElectrochemical performance verification
8256textbodyTruebodybody
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False[39.69, 218.08, 384.26, 54.47]Finally, to evaluate the regeneration and upcycling performance, the recycled material powder was mixed with NMP and polyvinylidene difluoride (PVDF), coated onto Al foil to fabricate electrodes and assembled into half-…Finally, to evaluate the regeneration and upcycling performance, the recycled material powder was mixed with NMP and polyvinylidene difluoride (PVDF), coated onto Al foil to fabricate electrodes and assembled into half-…
8257section_headerbody_headingFalselowbody_headingbody_heading
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True[39.69, 286.75, 113.12, 9.04]Key steps of the protocolKey steps of the protocol
8258textbodyTruebodybody
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False[39.69, 298.82, 379.46, 19.88]Based on experimental experience, the key steps affecting the direct regeneration process for interdisciplinary researchers new to this field are as follows:Based on experimental experience, the key steps affecting the direct regeneration process for interdisciplinary researchers new to this field are as follows:
8259list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 321.88, 220.5, 8.35]Thoroughly discharge the spent batteries (Step 3).Thoroughly discharge the spent batteries (Step 3).
8260list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 333.41, 378.72, 19.88]Effectively clean the collected cathode material powder to completely remove impurities (Steps 11-17).Effectively clean the collected cathode material powder to completely remove impurities (Steps 11-17).
8261list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 356.47, 387.56, 19.88]Accurately determine the lithium replenishment amount on the basis of failure analysis and the lithium replenishment mechanism (Steps 40, 42).Accurately determine the lithium replenishment amount on the basis of failure analysis and the lithium replenishment mechanism (Steps 40, 42).
8262list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 379.53, 377.99, 19.88]Optimize the heat treatment process by setting the environment, temperature, duration, and procedure according to the material's condition (Steps 51, 67, 73, 76).Optimize the heat treatment process by setting the environment, temperature, duration, and procedure according to the material's condition (Steps 51, 67, 73, 76).
8263list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p8:body_region:0p8:front_matter:left:white[255, 255, 255]
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False[39.69, 402.58, 225.67, 8.35]Water washing and re-sintering steps (Steps 52-56).Water washing and re-sintering steps (Steps 52-56).
8264section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 425.71, 74.16, 7.87]Special reminderSpecial reminder
8265textbodyTruebodybody
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False[39.69, 437.21, 388.69, 89.06]Before adopting the processes described in research papers claiming to achieve direct recycling of spent cathode materials, carefully examine the charge and discharge curves of the spent cathode materials presented in t…Before adopting the processes described in research papers claiming to achieve direct recycling of spent cathode materials, carefully examine the charge and discharge curves of the spent cathode materials presented in t…
8266section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 551.98, 49.91, 9.84]MaterialsMaterials
8267section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 586.58, 42.83, 9.04]ReagentsReagents
8268textbodyTruebodybody
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False[39.68, 598.65, 387.18, 100.58]▲ CAUTION Some reagents used in this protocol are volatile solvents or strong acids that can corrode the skin or damage the respiratory system. The experiment must be conducted in a qualified chemical laboratory equippe…▲ CAUTION Some reagents used in this protocol are volatile solvents or strong acids that can corrode the skin or damage the respiratory system. The experiment must be conducted in a qualified chemical laboratory equippe…
8269list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p8:body_region:0p8:body_zone:left:white[255, 255, 255]
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False[46.77, 702.42, 234.96, 9.44]Spent lithium manganate pouch cell (LiMn 2 O4, Ronbay)Spent lithium manganate pouch cell (LiMn 2 O4, Ronbay)
8270list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p8:body_region:0p8:bottom_margin:left_crossing:white[255, 255, 255]
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False[56.69, 713.97, 366.19, 31.41]▲ CAUTION Spent lithium-ion pouch cells pose a fire hazard. When heated, ruptured or exhibiting abnormal phenomena such as bloating, they can burn or explode. Store them in explosion-proof boxes whenever possible.▲ CAUTION Spent lithium-ion pouch cells pose a fire hazard. When heated, ruptured or exhibiting abnormal phenomena such as bloating, they can burn or explode. Store them in explosion-proof boxes whenever possible.
8271page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
8272page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p8:bottom_margin:right:white[255, 255, 255]
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True[540.48, 763.81, 20.72, 6.99]24202420
9273section_headerbody_headingFalselowbody_headingbody_heading
p9:top_margin:left:white[255, 255, 255]
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
9274list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left:white[255, 255, 255]
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False[46.77, 114.31, 238.81, 8.35]Sodium chloride (NaCl, 99.5%, Macklin, cat. no. S805275)Sodium chloride (NaCl, 99.5%, Macklin, cat. no. S805275)
9275list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left:white[255, 255, 255]
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False[46.77, 125.84, 165.91, 8.35]DMC (98%, Macklin, cat. no. D807386)DMC (98%, Macklin, cat. no. D807386)
9276list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left_crossing:white[255, 255, 255]
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False[56.69, 137.37, 354.52, 42.94]▲ CAUTION DMC is a slightly toxic organic solvent. Always wear appropriate protective equipment when handling it, avoid contact with skin and eyes and prevent inhalation of vapors and fumes. Keep it away from heat sourc…▲ CAUTION DMC is a slightly toxic organic solvent. Always wear appropriate protective equipment when handling it, avoid contact with skin and eyes and prevent inhalation of vapors and fumes. Keep it away from heat sourc…
9277list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left:white[255, 255, 255]
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False[46.77, 183.49, 175.64, 8.35]NMP (>99.5%, Macklin, cat. no. M813015)NMP (>99.5%, Macklin, cat. no. M813015)
9278list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left_crossing:white[255, 255, 255]
white
False[56.69, 195.03, 366.76, 31.41]▲ CAUTION NMP is a slightly toxic organic solvent. Always wear appropriate protective equipment when handling it, avoid contact with skin and eyes and prevent inhalation of vapors and fumes. Keep it away from heat sourc…▲ CAUTION NMP is a slightly toxic organic solvent. Always wear appropriate protective equipment when handling it, avoid contact with skin and eyes and prevent inhalation of vapors and fumes. Keep it away from heat sourc…
9279list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left:white[255, 255, 255]
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False[46.77, 229.62, 186.26, 8.35]Phytic acid (50%, Macklin, cat. no. P816021)Phytic acid (50%, Macklin, cat. no. P816021)
9280list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left_crossing:white[255, 255, 255]
white
False[56.69, 241.16, 362.64, 19.88]▲ CAUTION Phytic acid is strongly acidic. Always wear appropriate protective equipment when handling it, avoid contact with skin and eyes. Store it in a cool and dry place.▲ CAUTION Phytic acid is strongly acidic. Always wear appropriate protective equipment when handling it, avoid contact with skin and eyes. Store it in a cool and dry place.
9281list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left:white[255, 255, 255]
white
False[46.77, 264.22, 228.83, 8.35]Anhydrous ethanol (99.7%, Macklin, cat. no. E809061)Anhydrous ethanol (99.7%, Macklin, cat. no. E809061)
9282list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left_crossing:white[255, 255, 255]
white
False[56.69, 275.76, 357.39, 19.88]▲ CAUTION Anhydrous ethanol is highly volatile and extremely flammable. Keep it away from heat sources during both use and storage.▲ CAUTION Anhydrous ethanol is highly volatile and extremely flammable. Keep it away from heat sources during both use and storage.
9283list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 298.82, 246.19, 8.35]Sodium hydroxide (NaOH, 95%, Macklin, cat. no. S835850)Sodium hydroxide (NaOH, 95%, Macklin, cat. no. S835850)
9284list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left_crossing:white[255, 255, 255]
white
False[56.69, 310.35, 360.75, 42.94]▲ CAUTION NaOH is a strong alkali with serious irritant and corrosive properties. Its dust or fumes can irritate the eyes and respiratory tract, while direct contact with skin or eyes can cause burns. Always wear protec…▲ CAUTION NaOH is a strong alkali with serious irritant and corrosive properties. Its dust or fumes can irritate the eyes and respiratory tract, while direct contact with skin or eyes can cause burns. Always wear protec…
9285list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 356.47, 292.17, 8.35]Concentrated hydrochloric acid (HCl, 37%, Aladdin, cat. no. H399657)Concentrated hydrochloric acid (HCl, 37%, Aladdin, cat. no. H399657)
9286list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left_crossing:white[255, 255, 255]
white
False[56.69, 368.01, 370.71, 54.47]▲ CAUTION Concentrated HCl is a highly corrosive and volatile strong acid with strong irritant properties. Its fumes can severely irritate the eyes and respiratory tract, while direct contact with skin or eyes can cause…▲ CAUTION Concentrated HCl is a highly corrosive and volatile strong acid with strong irritant properties. Its fumes can severely irritate the eyes and respiratory tract, while direct contact with skin or eyes can cause…
9287list_itemaffiliationFalselowoutside_body_flow_list_itemoutside_body_flow_list_item
p9:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 425.66, 299.07, 9.43]Concentrated nitric acid (HNO 3 , 65-67%, Sigma-Aldrich, cat. no. 84378)Concentrated nitric acid (HNO 3 , 65-67%, Sigma-Aldrich, cat. no. 84378)
9288list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left_crossing:white[255, 255, 255]
white
False[56.69, 437.21, 370.71, 54.47]▲ CAUTION Concentrated HNO3 is a highly corrosive and volatile strong acid with strong irritant properties. Its fumes can severely irritate the eyes and respiratory tract, while direct contact with skin or eyes can caus…▲ CAUTION Concentrated HNO3 is a highly corrosive and volatile strong acid with strong irritant properties. Its fumes can severely irritate the eyes and respiratory tract, while direct contact with skin or eyes can caus…
9289list_itemaffiliationFalselowoutside_body_flow_list_itemoutside_body_flow_list_item
p9:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 494.85, 253.95, 9.43]Lithium carbonate (Li 2 CO3, 99.5%, Macklin, cat. no. L812282)Lithium carbonate (Li 2 CO3, 99.5%, Macklin, cat. no. L812282)
9290list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left_crossing:white[255, 255, 255]
white
False[56.7, 506.4, 328.0, 8.35]▲ CAUTION Store in ventilated dry place, pay attention to prevent rain and water.▲ CAUTION Store in ventilated dry place, pay attention to prevent rain and water.
9291list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left_crossing:white[255, 255, 255]
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False[46.77, 517.93, 241.12, 8.35]Lithium hydroxide (LiOH, 98%, Macklin, cat. no. L812391)Lithium hydroxide (LiOH, 98%, Macklin, cat. no. L812391)
9292list_itemaffiliationFalsemediumoutside_body_flow_body_candidateoutside_body_flow_body_candidate
p9:page_body:left_crossing:white[255, 255, 255]
white
False[56.69, 529.46, 348.75, 31.41]▲ CAUTION Strong corrosion. Do not breathe dust. Wear suitable protective clothing, gloves and eye/face protection when handling it. Store it in a dry and clean warehouse. Keep it away from fire and heat sources. Keep i…▲ CAUTION Strong corrosion. Do not breathe dust. Wear suitable protective clothing, gloves and eye/face protection when handling it. Store it in a dry and clean warehouse. Keep it away from fire and heat sources. Keep i…
9293list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 564.05, 261.45, 9.42]Lithium acetate (CH 3 COOLi, 99.99%, Aladdin, cat. no. L118858)Lithium acetate (CH 3 COOLi, 99.99%, Aladdin, cat. no. L118858)
9294list_itemunknown_textFalsemediumoutside_body_flow_list_itemoutside_body_flow_list_item
p9:page_body:left:white[255, 255, 255]
white
False[46.77, 575.59, 4.88, 8.35]·
9295list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left:white[255, 255, 255]
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False[56.69, 575.59, 202.13, 8.35]Nickel oxide (NiO, 99%, Aladdin, cat. no. N108314)Nickel oxide (NiO, 99%, Aladdin, cat. no. N108314)
9296list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left_crossing:white[255, 255, 255]
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False[56.69, 587.12, 355.52, 31.41]▲ CAUTION May cause sensitization by skin contact. May cause cancer by inhalation. Wear suitable protective clothing and gloves when handling it. Store it in a dry and clean warehouse. Keep it away from fire and heat so…▲ CAUTION May cause sensitization by skin contact. May cause cancer by inhalation. Wear suitable protective clothing and gloves when handling it. Store it in a dry and clean warehouse. Keep it away from fire and heat so…
9297list_itemaffiliationFalselowoutside_body_flow_list_itemoutside_body_flow_list_item
p9:page_body:left:white[255, 255, 255]
white
False[46.77, 621.71, 217.49, 8.35]Graphite paper (0.05 mm, Hebei King Carbon Tech)Graphite paper (0.05 mm, Hebei King Carbon Tech)
9298list_itemunknown_textFalsemediumoutside_body_flow_list_itemoutside_body_flow_list_item
p9:page_body:left:white[255, 255, 255]
white
False[46.77, 633.24, 165.63, 8.35]PVDF (Canrd, cat. no. MA-EN-BI-0023)PVDF (Canrd, cat. no. MA-EN-BI-0023)
9299list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left_crossing:white[255, 255, 255]
white
False[56.69, 644.78, 353.74, 19.88]▲ CAUTION PVDF is prone to decomposition when exposed to water. Keep it away from moisture and store it in a dryer or glove box.▲ CAUTION PVDF is prone to decomposition when exposed to water. Keep it away from moisture and store it in a dryer or glove box.
9300list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 667.84, 246.18, 8.35]Acetylene black (99.9%, Canrd, cat. no. MA-EN-CO-040161)Acetylene black (99.9%, Canrd, cat. no. MA-EN-CO-040161)
9301list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left:white[255, 255, 255]
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False[46.77, 679.37, 228.43, 8.35]Aluminum foil (99.999%, Cailiaoren, cat. no. KY05748)Aluminum foil (99.999%, Cailiaoren, cat. no. KY05748)
9302list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 690.9, 379.24, 19.89]Lithium ion battery electrolyte (1 M LiPF 6 solution in EC:DMC:DEC of 1:1:1 vol%, DoDoChem, cat. no. 21324-40-3)Lithium ion battery electrolyte (1 M LiPF 6 solution in EC:DMC:DEC of 1:1:1 vol%, DoDoChem, cat. no. 21324-40-3)
9303list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p9:bottom_margin:left_crossing:white[255, 255, 255]
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False[56.69, 713.97, 345.95, 19.88]▲ CAUTION Electrolyte is a slightly toxic solvent. Always wear appropriate protective equipment when handling it, avoid contact with skin and eyes. Store it in glove box.▲ CAUTION Electrolyte is a slightly toxic solvent. Always wear appropriate protective equipment when handling it, avoid contact with skin and eyes. Store it in glove box.
9304list_itemunknown_textFalsemediumoutside_body_flow_list_itemoutside_body_flow_list_item
p9:bottom_margin:left:white[255, 255, 255]
white
False[46.77, 737.03, 182.17, 8.35]Polypropylene diaphragm (Celgard, 2500)Polypropylene diaphragm (Celgard, 2500)
9305page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p9:bottom_margin:left:white[255, 255, 255]
white
True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
9306page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p9:bottom_margin:right:white[255, 255, 255]
white
True[542.51, 763.81, 18.46, 6.99]24212421
10307section_headerbody_headingFalselowbody_headingbody_heading
p10:top_margin:left:white[255, 255, 255]
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
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p10:page_body:left:white[255, 255, 255]
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False[46.77, 114.31, 208.11, 8.35]Li metal chip (Li, China Aviation Lithium Battery)Li metal chip (Li, China Aviation Lithium Battery)
10309list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:page_body:left_crossing:white[255, 255, 255]
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False[56.69, 125.84, 369.97, 42.94]▲ CAUTION Li metal is highly reactive and corrosive, capable of causing irritation or burns to the eyes and skin. It oxidizes and deteriorates quickly when exposed to air, releasing hydrogen and potentially producing sp…▲ CAUTION Li metal is highly reactive and corrosive, capable of causing irritation or burns to the eyes and skin. It oxidizes and deteriorates quickly when exposed to air, releasing hydrogen and potentially producing sp…
10310list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 171.96, 309.75, 8.36]Commercial LiMn2O4 cathode powder (Canrd, cat. no. MA-EN-CA-001601)Commercial LiMn2O4 cathode powder (Canrd, cat. no. MA-EN-CA-001601)
10311list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:page_body:left_crossing:white[255, 255, 255]
white
False[56.69, 183.5, 301.71, 8.35]▲ CAUTION Keep it away from moisture and store it in a dryer or glove box.▲ CAUTION Keep it away from moisture and store it in a dryer or glove box.
10312list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 195.03, 329.69, 9.41]Commercial Li1.2 Ni0.2 Mn0.6 O2 cathode powder (Canrd, cat. no. MA-EN-CA-0043)Commercial Li1.2 Ni0.2 Mn0.6 O2 cathode powder (Canrd, cat. no. MA-EN-CA-0043)
10313list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:page_body:left_crossing:white[255, 255, 255]
white
False[56.69, 206.57, 301.71, 8.35]▲ CAUTION Keep it away from moisture and store it in a dryer or glove box.▲ CAUTION Keep it away from moisture and store it in a dryer or glove box.
10314list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 218.1, 331.94, 9.41]Commercial LiNi0.5 Mn1.5 O4 cathode powder (Canrd, cat. no. MA-EN-CA-000103)Commercial LiNi0.5 Mn1.5 O4 cathode powder (Canrd, cat. no. MA-EN-CA-000103)
10315list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:page_body:left_crossing:white[255, 255, 255]
white
False[56.7, 229.63, 301.7, 8.35]▲ CAUTION Keep it away from moisture and store it in a dryer or glove box.▲ CAUTION Keep it away from moisture and store it in a dryer or glove box.
10316section_headerbody_headingFalselowbody_headingbody_heading
p10:page_body:left:white[255, 255, 255]
white
False[39.69, 252.15, 51.43, 9.04]EquipmentEquipment
10317list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 264.23, 280.29, 8.35]Deionized pure water machine (Ulupure, model no. UPH-11-10TNP)Deionized pure water machine (Ulupure, model no. UPH-11-10TNP)
10318list_itemaffiliationFalselowoutside_body_flow_list_itemoutside_body_flow_list_item
p10:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 275.76, 343.57, 19.88]Vibration dehydrator (Dongguan Bochang Environmental Protection Technology, model no. BC-1)Vibration dehydrator (Dongguan Bochang Environmental Protection Technology, model no. BC-1)
10319list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:page_body:left:white[255, 255, 255]
white
False[46.77, 298.81, 199.12, 8.35]Digital multimeter (Victor, model no. VC890C)Digital multimeter (Victor, model no. VC890C)
10320list_itemaffiliationFalselowoutside_body_flow_list_itemoutside_body_flow_list_item
p10:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 310.34, 286.45, 8.35]Muffle furnace (Shenzhen Kejing Star Tech., model no. KSL-1100X-S)Muffle furnace (Shenzhen Kejing Star Tech., model no. KSL-1100X-S)
10321list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:page_body:left_crossing:white[255, 255, 255]
white
False[56.69, 321.89, 367.79, 42.94]▲ CAUTION Heating equipment, ensure the furnace temperature has stabilized at a safe level before opening the door during use and ensure the environment is ventilated to avoid affect the sintering process. Always wear h…▲ CAUTION Heating equipment, ensure the furnace temperature has stabilized at a safe level before opening the door during use and ensure the environment is ventilated to avoid affect the sintering process. Always wear h…
10322list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 368.0, 324.84, 8.35]Constant temperature blast oven (Shanghai Jinghong, model no. DHG-9031A)Constant temperature blast oven (Shanghai Jinghong, model no. DHG-9031A)
10323list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:page_body:left_crossing:white[255, 255, 255]
white
False[56.69, 379.55, 372.96, 31.41]▲ CAUTION Heating equipment, ensure the furnace temperature has stabilized at a safe level before opening the door during use. Always wear heat-insulating gloves when handling samples to prevent burns.▲ CAUTION Heating equipment, ensure the furnace temperature has stabilized at a safe level before opening the door during use. Always wear heat-insulating gloves when handling samples to prevent burns.
10324list_itemaffiliationFalselowoutside_body_flow_list_itemoutside_body_flow_list_item
p10:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 414.13, 339.58, 8.35]Vacuum blast oven (Shanghai Yiheng Scientific Instrument, model no. DZF-6050)Vacuum blast oven (Shanghai Yiheng Scientific Instrument, model no. DZF-6050)
10325list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:page_body:left_crossing:white[255, 255, 255]
white
False[56.69, 425.67, 372.96, 31.41]▲ CAUTION Heating equipment, ensure the furnace temperature has stabilized at a safe level before opening the door during use. Always wear heat-insulating gloves when handling samples to prevent burns.▲ CAUTION Heating equipment, ensure the furnace temperature has stabilized at a safe level before opening the door during use. Always wear heat-insulating gloves when handling samples to prevent burns.
10326list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:page_body:left:white[255, 255, 255]
white
False[46.77, 460.26, 195.58, 8.35]Filtration device (Delvstlab, model no. 250ml)Filtration device (Delvstlab, model no. 250ml)
10327list_itemaffiliationFalselowoutside_body_flow_list_itemoutside_body_flow_list_item
p10:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 471.79, 267.47, 8.35]Magnetic stirrer (Hunan Lichen Instrument, model no. H55-pro)Magnetic stirrer (Hunan Lichen Instrument, model no. H55-pro)
10328list_itemaffiliationFalselowoutside_body_flow_list_itemoutside_body_flow_list_item
p10:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 483.32, 254.39, 8.35]Fume hood (Covok, model no. 1800 mm*800 mm*2350 mm)Fume hood (Covok, model no. 1800 mm*800 mm*2350 mm)
10329list_itemaffiliationFalselowoutside_body_flow_list_itemoutside_body_flow_list_item
p10:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 494.85, 285.71, 8.35]Glove box (Shanghai Mikrouna Mech. Tech., model no. Super series)Glove box (Shanghai Mikrouna Mech. Tech., model no. Super series)
10330list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:page_body:left_crossing:white[255, 255, 255]
white
False[56.69, 506.4, 353.22, 31.41]▲ CAUTION Inert gas protection equipment. Water content less than 0.01 ppm, oxygen content less than 0.01 ppm. During the operation, care should be taken to protect the working gloves from being damaged.▲ CAUTION Inert gas protection equipment. Water content less than 0.01 ppm, oxygen content less than 0.01 ppm. During the operation, care should be taken to protect the working gloves from being damaged.
10331list_itemaffiliationFalselowoutside_body_flow_list_itemoutside_body_flow_list_item
p10:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 540.99, 328.63, 8.35]Drying cabinet (Shanghai Yiheng Scientific Instrument, model no. BPG-9070A)Drying cabinet (Shanghai Yiheng Scientific Instrument, model no. BPG-9070A)
10332list_itemaffiliationFalselowoutside_body_flow_list_itemoutside_body_flow_list_item
p10:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 552.51, 355.16, 8.35]Inductively Coupled Plasma-Optical Emission Spectrometer (Arcos, model no. 2-MV)Inductively Coupled Plasma-Optical Emission Spectrometer (Arcos, model no. 2-MV)
10333list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:page_body:left:white[255, 255, 255]
white
False[46.77, 564.04, 230.88, 8.35]X-ray diffractometer (Rigaku, model no. MiniFlex600)X-ray diffractometer (Rigaku, model no. MiniFlex600)
10334list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:page_body:left_crossing:white[255, 255, 255]
white
False[56.69, 575.59, 361.36, 31.41]▲ CAUTION X-ray radiation equipment, do not open the protective cover door during the experiment. Take precautions to avoid direct exposure to X-rays and, if possible, wear protective equipment to minimize radiation exp…▲ CAUTION X-ray radiation equipment, do not open the protective cover door during the experiment. Take precautions to avoid direct exposure to X-rays and, if possible, wear protective equipment to minimize radiation exp…
10335list_itemaffiliationFalselowoutside_body_flow_list_itemoutside_body_flow_list_item
p10:page_body:left:white[255, 255, 255]
white
False[46.77, 610.18, 228.27, 8.35]Microwave digester (Shanghai Sineo, model no. Tank)Microwave digester (Shanghai Sineo, model no. Tank)
10336list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:page_body:left_crossing:white[255, 255, 255]
white
False[56.69, 621.72, 369.59, 31.41]▲ CAUTION Heating equipment, ensure the cavity temperature has stabilized at a safe level before opening the door during use. Always wear heat-insulating gloves when handling samples to prevent burns.▲ CAUTION Heating equipment, ensure the cavity temperature has stabilized at a safe level before opening the door during use. Always wear heat-insulating gloves when handling samples to prevent burns.
10337list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:page_body:left:white[255, 255, 255]
white
False[46.77, 656.31, 193.88, 8.35]Planetary ball mill (Mitr, model no. YXQM-1L)Planetary ball mill (Mitr, model no. YXQM-1L)
10338list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:page_body:left_crossing:white[255, 255, 255]
white
False[56.69, 667.85, 354.48, 19.88]▲ CAUTION Rotary grinding equipment. Ensure that the device has come to a complete stop and has reached a safe level before opening the door during use.▲ CAUTION Rotary grinding equipment. Ensure that the device has come to a complete stop and has reached a safe level before opening the door during use.
10339list_itemunknown_textFalsemediumoutside_body_flow_list_itemoutside_body_flow_list_item
p10:page_body:left:white[255, 255, 255]
white
False[46.77, 690.9, 4.88, 8.35]·
10340list_itemaffiliationFalselowoutside_body_flow_list_itemoutside_body_flow_list_item
p10:page_body:left_crossing:white[255, 255, 255]
white
False[56.69, 690.9, 366.64, 31.42]Joule heat equipment (Shenzhen Zhongke Jingyan Technology, model no. HTS) level and the energized circuit is disconnected before opening the door during use. AlwaysJoule heat equipment (Shenzhen Zhongke Jingyan Technology, model no. HTS) level and the energized circuit is disconnected before opening the door during use. Always
10341list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:bottom_margin:left_crossing:white[255, 255, 255]
white
False[56.69, 702.44, 356.07, 31.41]▲ CAUTION Heating equipment, ensure the furnace temperature has stabilized at a safe wear heat-insulating gloves when handling samples to prevent burns.▲ CAUTION Heating equipment, ensure the furnace temperature has stabilized at a safe wear heat-insulating gloves when handling samples to prevent burns.
10342list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p10:bottom_margin:left_crossing:white[255, 255, 255]
white
False[46.77, 737.03, 312.19, 8.35]Field-emission scanning electron microscope (ZEISS, model no. SUPRA-55)Field-emission scanning electron microscope (ZEISS, model no. SUPRA-55)
10343page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p10:bottom_margin:left:white[255, 255, 255]
white
True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
10344page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p10:bottom_margin:right:white[255, 255, 255]
white
True[541.34, 763.81, 19.86, 6.99]24222422
11345section_headerbody_headingFalselowbody_headingbody_heading
p11:body_region:0p11:top_margin:left:white[255, 255, 255]
white
False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
11346list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p11:body_region:0p11:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 114.31, 338.52, 8.35]Field-emission transmission electron microscope (JEOL, model no. JEOL-3200FS)Field-emission transmission electron microscope (JEOL, model no. JEOL-3200FS)
11347list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p11:body_region:0p11:page_body:left:white[255, 255, 255]
white
False[46.77, 125.84, 204.12, 8.35]TEM sample holder (JEOL, model no. EM-31640)TEM sample holder (JEOL, model no. EM-31640)
11348list_itemunknown_textFalsemediumoutside_body_flow_list_itemoutside_body_flow_list_item
p11:body_region:0p11:page_body:left:white[255, 255, 255]
white
False[46.77, 137.37, 146.47, 8.35]EPR (CIQET, model no. EPR200M)EPR (CIQET, model no. EPR200M)
11349list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p11:body_region:0p11:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 148.9, 360.76, 8.35]X-ray photoelectron spectroscopy (XPS) (Thermo Fisher, model no. ESCA LAB 220I-XL)X-ray photoelectron spectroscopy (XPS) (Thermo Fisher, model no. ESCA LAB 220I-XL)
11350list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p11:body_region:0p11:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 160.43, 304.46, 8.35]Analytical balance (Sartorius, model no. BSA224S-CW, 0.1 mg resolution)Analytical balance (Sartorius, model no. BSA224S-CW, 0.1 mg resolution)
11351list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p11:body_region:0p11:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 171.96, 323.13, 8.35]Analytical balance (Sartorius, model no. QUINTIX65-1CN, 0.01 mg resolution)Analytical balance (Sartorius, model no. QUINTIX65-1CN, 0.01 mg resolution)
11352list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p11:body_region:0p11:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 183.48, 243.88, 8.35]Slurry defoaming machine (Sienox, model no. SIE-MIX90)Slurry defoaming machine (Sienox, model no. SIE-MIX90)
11353list_itemaffiliationFalselowoutside_body_flow_list_itemoutside_body_flow_list_item
p11:body_region:0p11:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 195.01, 356.39, 8.35]Automatic thick film coater (Shenzhen Kejing Star Tech., model no. MSK-AFA-H200A)Automatic thick film coater (Shenzhen Kejing Star Tech., model no. MSK-AFA-H200A)
11354textbodyTruebodybody
p11:body_region:0p11:page_body:left_crossing:white[255, 255, 255]
white
False[56.69, 206.57, 362.15, 42.94]▲ CAUTION Operate it inside a fume hood to facilitate the extraction and adsorption of a large amount of volatile organic solvents. Always wear appropriate protective equipment when handling it, avoid contact with skin …▲ CAUTION Operate it inside a fume hood to facilitate the extraction and adsorption of a large amount of volatile organic solvents. Always wear appropriate protective equipment when handling it, avoid contact with skin …
11355list_itemaffiliationFalselowoutside_body_flow_list_itemoutside_body_flow_list_item
p11:body_region:0p11:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 252.68, 334.38, 8.35]Precision disc cutting machine (Shenzhen Kejing Star Tech., model no. MSK-T10)Precision disc cutting machine (Shenzhen Kejing Star Tech., model no. MSK-T10)
11356list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p11:body_region:0p11:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 264.21, 306.55, 8.35]Battery sealing machine (Shenzhen Kejing Star Tech., model no. MSK-110)Battery sealing machine (Shenzhen Kejing Star Tech., model no. MSK-110)
11357list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p11:body_region:0p11:page_body:left:white[255, 255, 255]
white
False[46.77, 275.74, 232.52, 8.35]Battery test system (NEWARE, model no. CT-4008T-5V)Battery test system (NEWARE, model no. CT-4008T-5V)
11358list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p11:body_region:0p11:page_body:left:white[255, 255, 255]
white
False[46.77, 287.27, 172.61, 8.35]500 mesh sieve (Lvruo, model no. 52152)500 mesh sieve (Lvruo, model no. 52152)
11359list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p11:body_region:0p11:page_body:left:white[255, 255, 255]
white
False[46.77, 298.8, 234.03, 8.35]Pipette (DLAB Scientific, model no. YEA2BAH0062949)Pipette (DLAB Scientific, model no. YEA2BAH0062949)
11360list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p11:body_region:0p11:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 310.33, 251.75, 8.35]200 mesh copper mesh (Canrd, model no. MA-EN-CU-0018)200 mesh copper mesh (Canrd, model no. MA-EN-CU-0018)
11361list_itemaffiliationFalselowoutside_body_flow_list_itemoutside_body_flow_list_item
p11:body_region:0p11:page_body:left_crossing:white[255, 255, 255]
white
False[46.77, 321.86, 268.38, 9.44]Single side polished Si/SiO 2 wafer (Cailiaoren, cat. no. KY01004)Single side polished Si/SiO 2 wafer (Cailiaoren, cat. no. KY01004)
11362section_headerbody_headingFalselowbody_headingbody_heading
p11:body_region:0p11:page_body:left:white[255, 255, 255]
white
False[39.69, 344.41, 41.71, 9.04]SoftwareSoftware
11363textunknown_textFalsehighoutside_body_flowoutside_body_flow
p11:body_region:0p11:page_body:left_crossing:white[255, 255, 255]
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False[39.69, 356.48, 350.1, 77.53]EverBatt2023 (https://www.anl.gov/amd/everbatt) OriginPro (https://www.originlab.com) MDI Jade (https://www.icdd.com/mdi-jade) FullProf (https://www.ill.eu/sites/fullprof/php/downloads.html) Digital Micrograp (https://w…EverBatt2023 ( OriginPro ( MDI Jade ( FullProf ( Digital Micrograp ( suite-software) NEWARE BTS9.0 (
11364section_headerbody_headingFalselowbody_headingbody_heading
p11:body_region:0p11:page_body:left:white[255, 255, 255]
white
False[39.69, 448.2, 65.85, 9.04]Reagent setupReagent setup
11365section_headerbody_headingFalselowbody_headingbody_heading
p11:body_region:0p11:page_body:left:white[255, 255, 255]
white
False[39.69, 460.33, 69.85, 7.87]Deionized waterDeionized water
11366textbodyTruebodybody
p11:body_region:0p11:page_body:left_crossing:white[255, 255, 255]
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False[39.69, 471.8, 386.78, 31.41]In this protocol, the deionized water was self-produced by the laboratory Ulupure de-ion pure water system (tap water source), with a resistivity of 13-17.5 MΩ/cm at 25 °C and heavy metal ion <0.1 ppb.In this protocol, the deionized water was self-produced by the laboratory Ulupure de-ion pure water system (tap water source), with a resistivity of 13-17.5 MΩ/cm at 25 °C and heavy metal ion <0.1 ppb.
11367section_headerbody_headingFalselowbody_headingbody_heading
p11:body_region:0p11:page_body:left:white[255, 255, 255]
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False[39.69, 517.99, 29.75, 7.87]OthersOthers
11368textbodyTruebodybody
p11:body_region:0p11:page_body:left_crossing:white[255, 255, 255]
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False[39.69, 529.45, 366.51, 19.88]The setup process for other reagents involved in this protocol is detailed in the 'Procedure' section.The setup process for other reagents involved in this protocol is detailed in the 'Procedure' section.
11369section_headerbody_headingFalselowbody_headingbody_heading
p11:body_region:0p11:page_body:left:white[255, 255, 255]
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False[39.69, 563.52, 78.97, 9.04]Equipment setupEquipment setup
11370section_headerbody_headingFalselowbody_headingbody_heading
p11:body_region:0p11:page_body:left:white[255, 255, 255]
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False[39.69, 575.65, 105.72, 7.87]Glass/plastic equipmentGlass/plastic equipment
11371textbodyTruebodybody
p11:body_region:0p11:page_body:left_crossing:white[255, 255, 255]
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False[39.69, 587.12, 389.79, 31.41]All glass or plastic utensils used in this protocol must be thoroughly cleaned with detergent before use. Rinse them sequentially with tap water, deionized water and anhydrous ethanol. Then, dry the utensils in blast ov…All glass or plastic utensils used in this protocol must be thoroughly cleaned with detergent before use. Rinse them sequentially with tap water, deionized water and anhydrous ethanol. Then, dry the utensils in blast ov…
11372section_headerbody_headingFalselowbody_headingbody_heading
p11:body_region:0p11:page_body:left:white[255, 255, 255]
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False[39.69, 633.31, 29.75, 7.87]OthersOthers
11373textbodyTruebodybody
p11:body_region:0p11:page_body:left_crossing:white[255, 255, 255]
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False[39.69, 644.77, 366.51, 19.88]The setup process for other reagents involved in this protocol is detailed in the 'Procedure' section.The setup process for other reagents involved in this protocol is detailed in the 'Procedure' section.
11374section_headerbody_headingFalselowbody_headingbody_heading
p11:body_region:0p11:page_body:left:white[255, 255, 255]
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False[39.69, 678.84, 69.25, 9.04]Software setupSoftware setup
11375section_headerbody_headingFalselowbody_headingbody_heading
p11:body_region:0p11:page_body:left:white[255, 255, 255]
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False[39.69, 690.97, 141.34, 7.87]Techno-economic analysis setupTechno-economic analysis setup
11376textbodyTruebodybody
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False[39.69, 702.44, 386.74, 42.95]In this protocol, we conduct a techno-economic analysis of various recycling technology routes using a standardized benchmark of one ton of spent LiMn 2 O4//graphite pouch batteries. Costs are categorized into raw mater…In this protocol, we conduct a techno-economic analysis of various recycling technology routes using a standardized benchmark of one ton of spent LiMn 2 O4//graphite pouch batteries. Costs are categorized into raw mater…
11377page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p11:body_region:0p11:bottom_margin:left:white[255, 255, 255]
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
11378page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p11:bottom_margin:right:white[255, 255, 255]
white
True[540.86, 763.81, 20.12, 6.99]24232423
12379section_headerbody_headingFalselowbody_headingbody_heading
p12:body_region:0p12:top_margin:left:white[255, 255, 255]
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
12380textbodyTruebodybody
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False[39.69, 114.31, 384.59, 100.58]equipment depreciation, labor and other factors-are difficult to estimate directly, we use data from the EverBatt 2023 database (provided by Argonne National Laboratory) to derive specific values. To calculate potential…equipment depreciation, labor and other factors-are difficult to estimate directly, we use data from the EverBatt 2023 database (provided by Argonne National Laboratory) to derive specific values. To calculate potential…
12381section_headerbody_headingFalselowbody_headingbody_heading
p12:body_region:0p12:page_body:left:white[255, 255, 255]
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False[39.69, 229.67, 110.22, 7.87]FullProf refinement setupFullProf refinement setup
12382textbodyTruebodybody
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False[39.69, 241.16, 387.15, 19.88]In this protocol, XRD patterns of the powdered sample were refined using the FullProf program. The specific refinement sequence is as follows:In this protocol, XRD patterns of the powdered sample were refined using the FullProf program. The specific refinement sequence is as follows:
12383list_itemunknown_textFalsemediumoutside_body_flow_list_itemoutside_body_flow_list_item
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False[39.69, 264.22, 98.87, 8.35]Zero point and scaleZero point and scale
12384list_itemunknown_textFalsemediumoutside_body_flow_list_itemoutside_body_flow_list_item
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False[39.69, 275.75, 142.5, 8.35]Cell parameters of the materialCell parameters of the material
12385list_itemunknown_textFalsemediumoutside_body_flow_list_itemoutside_body_flow_list_item
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False[39.69, 287.28, 110.82, 8.35]Peak shape parametersPeak shape parameters
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False[39.69, 298.81, 131.64, 8.35]Background of the XRD dataBackground of the XRD data
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False[39.69, 310.34, 158.54, 8.35]Preferred orientation of the crystalPreferred orientation of the crystal
12388list_itemunknown_textFalsemediumoutside_body_flow_list_itemoutside_body_flow_list_item
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False[39.69, 321.87, 68.89, 8.35]Shape factorShape factor
12389list_itemunknown_textFalsemediumoutside_body_flow_list_itemoutside_body_flow_list_item
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False[39.69, 333.39, 97.78, 8.35]Atomic coordinatesAtomic coordinates
12390list_itemunknown_textFalsemediumoutside_body_flow_list_itemoutside_body_flow_list_item
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False[39.69, 344.92, 108.45, 8.35]Symmetry parametersSymmetry parameters
12391list_itemunknown_textFalsemediumoutside_body_flow_list_itemoutside_body_flow_list_item
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False[39.69, 356.45, 93.31, 8.35]Atomic occupancyAtomic occupancy
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False[39.69, 367.98, 210.69, 8.35]Atomic displacement parameters for each atomAtomic displacement parameters for each atom
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False[56.7, 379.51, 357.39, 8.35]During the refinement steps 1-9, new parameters are added sequentially in the specifiedDuring the refinement steps 1-9, new parameters are added sequentially in the specified
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False[39.69, 391.04, 381.09, 66.0]order for synchronous refinement. Once the atomic occupancy refinement converges, that parameter is deselected and each atom's displacement parameters are refined independently. If a parameter substantially deviates fro…order for synchronous refinement. Once the atomic occupancy refinement converges, that parameter is deselected and each atom's displacement parameters are refined independently. If a parameter substantially deviates fro…
12395section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 482.79, 55.81, 9.84]ProcedureProcedure
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False[39.69, 517.39, 205.01, 9.04]Spent battery disassembly and pretreatmentSpent battery disassembly and pretreatment
12397section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 530.24, 58.2, 7.0]● TIMING 45 h● TIMING 45 h
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False[39.69, 539.77, 380.44, 55.69]▲ CRITICAL There are two main methods for obtaining spent LIB electrode materials 29,51 . One involves manually disassembling the batteries to obtain spent cathode/anode material powder (Steps 1-8). The other involves s…▲ CRITICAL There are two main methods for obtaining spent LIB electrode materials 29,51 . One involves manually disassembling the batteries to obtain spent cathode/anode material powder (Steps 1-8). The other involves s…
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False[39.69, 598.64, 384.55, 54.5]Evaluate the basic information and condition of spent LIBs, including battery type, state of health and state of charge. This evaluation relies mainly on information from sources such as the battery nameplate, battery p…Evaluate the basic information and condition of spent LIBs, including battery type, state of health and state of charge. This evaluation relies mainly on information from sources such as the battery nameplate, battery p…
12400list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 656.31, 379.26, 19.88]Prepare an aqueous NaCl solution and adjust the brine concentration to 10-15% (wt/vol%) by controlling the amount of NaCl added.Prepare an aqueous NaCl solution and adjust the brine concentration to 10-15% (wt/vol%) by controlling the amount of NaCl added.
12401list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 679.37, 387.93, 42.94]Transfer the spent LIBs into the prepared NaCl solution for chemical discharge, the solution should be added in a volume sufficient to fully submerge the spent LIBs. Adjust the soaking time on the basis of the battery t…Transfer the spent LIBs into the prepared NaCl solution for chemical discharge, the solution should be added in a volume sufficient to fully submerge the spent LIBs. Adjust the soaking time on the basis of the battery t…
12402list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[56.69, 725.51, 367.17, 19.88]▲ CAUTION The saltwater discharge process utilizes the battery's positive and negative electrodes as the cathode and anode, respectively, to consume the residual power through▲ CAUTION The saltwater discharge process utilizes the battery's positive and negative electrodes as the cathode and anode, respectively, to consume the residual power through
12403page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
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True[540.95, 763.81, 20.25, 6.99]24242424
13405section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
13406textbodyTruebodybody
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False[56.69, 114.31, 372.68, 123.64]electrolysis in the solution. This process may generate harmful exhaust gases, so it is essential to implement protective measures and conduct the operation in professional equipment, such as fume hoods. Additionally, t…electrolysis in the solution. This process may generate harmful exhaust gases, so it is essential to implement protective measures and conduct the operation in professional equipment, such as fume hoods. Additionally, t…
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False[56.69, 241.16, 371.42, 123.64]▲ CRITICAL STEP The discharge process must be fully completed. If necessary, a combination of physical and chemical discharge should be employed to ensure complete discharge of the spent battery. Physical discharge refe…▲ CRITICAL STEP The discharge process must be fully completed. If necessary, a combination of physical and chemical discharge should be employed to ensure complete discharge of the spent battery. Physical discharge refe…
13408list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 367.98, 354.24, 19.88]After discharge, transfer the spent LIBs to a vibration dehydrator to remove surface moisture, reducing it to less than 5%.After discharge, transfer the spent LIBs to a vibration dehydrator to remove surface moisture, reducing it to less than 5%.
13409list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[56.69, 391.08, 372.19, 42.94]▲ CAUTION Before operating the vibration dehydrator, ensure that the safety door is properly closed. During use, carefully monitor the equipment's overall vibration amplitude. Excessive vibration can damage the equipmen…▲ CAUTION Before operating the vibration dehydrator, ensure that the safety door is properly closed. During use, carefully monitor the equipment's overall vibration amplitude. Excessive vibration can damage the equipmen…
13410list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 437.19, 381.39, 66.0]Select the appropriate tools to remove the aluminum plastic film or steel shell on the basis of the battery type. The main commercial types of LIBs include pouch cells, cylindrical cells and prismatic cells. Pouch cells…Select the appropriate tools to remove the aluminum plastic film or steel shell on the basis of the battery type. The main commercial types of LIBs include pouch cells, cylindrical cells and prismatic cells. Pouch cells…
13411list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[56.69, 506.4, 287.23, 8.35]▲ CAUTION Take safety precautions to prevent cuts from sharp blades.▲ CAUTION Take safety precautions to prevent cuts from sharp blades.
13412list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 517.93, 382.78, 31.41]Separate the components inside the battery cell, including the Al foil current collector coated with cathode material, the Cu foil current collector coated with anode material and the diaphragm (Supplementary Fig. 5).Separate the components inside the battery cell, including the Al foil current collector coated with cathode material, the Cu foil current collector coated with anode material and the diaphragm (Supplementary Fig. 5).
13413list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[56.69, 552.53, 367.4, 89.06]▲ CAUTION This step requires personal safety protection and should be carried out in a glove box whenever possible. If operating in a glove box is not feasible, ensure that gloves and masks are worn and the environment …▲ CAUTION This step requires personal safety protection and should be carried out in a glove box whenever possible. If operating in a glove box is not feasible, ensure that gloves and masks are worn and the environment …
13414list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 644.76, 387.94, 19.88]Soak the electrode coated with active material in DMC solvent to remove residual electrolyte and side reaction products. Take it out after standing for 20 min, wipe it and dry it.Soak the electrode coated with active material in DMC solvent to remove residual electrolyte and side reaction products. Take it out after standing for 20 min, wipe it and dry it.
13415list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[56.69, 667.85, 367.15, 42.94]■ PAUSE POINT Long-term storage in a normal atmospheric environment can lead to further embrittlement and phase changes of the electrodes and active materials, making recycling more challenging. It is recommended to tra…■ PAUSE POINT Long-term storage in a normal atmospheric environment can lead to further embrittlement and phase changes of the electrodes and active materials, making recycling more challenging. It is recommended to tra…
13416list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 713.96, 387.64, 19.89]Strip the active material of spent LiMn 2 O4 cathode powder from the current collector. Three methods can be chosen on the basis of the electrode characteristics. In most cases, mechanicalStrip the active material of spent LiMn 2 O4 cathode powder from the current collector. Three methods can be chosen on the basis of the electrode characteristics. In most cases, mechanical
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
13418page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
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True[541.02, 763.81, 19.95, 6.99]24252425
14419section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
14420textbodyTruebodybody
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False[56.69, 114.31, 363.15, 54.47]separation is broadly applicable, but the process is relatively labor intensive and unsuitable for large-scale applications. Heat treatment separation requires careful consideration of the cathode material's thermal sta…separation is broadly applicable, but the process is relatively labor intensive and unsuitable for large-scale applications. Heat treatment separation requires careful consideration of the cathode material's thermal sta…
14421list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[65.2, 171.96, 359.02, 19.88]Mechanical separation: use a knife, spoon, or other hard objects to separate the active material powder from the current collectorMechanical separation: use a knife, spoon, or other hard objects to separate the active material powder from the current collector
14422list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[65.2, 195.01, 348.88, 31.41]Heat treatment separation: transfer the electrode to a muffle furnace and heat it to 400 °C for 20 min to inactivate the binder and separate the active material from the current collectorHeat treatment separation: transfer the electrode to a muffle furnace and heat it to 400 °C for 20 min to inactivate the binder and separate the active material from the current collector
14423list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[65.2, 229.6, 356.4, 42.98]Solution treatment separation: prepare a solution using phytic acid or other substances, and soak the electrode for 5 min to inactivate the binder and separate the active material 54 . If the binder is water based, sepa…Solution treatment separation: prepare a solution using phytic acid or other substances, and soak the electrode for 5 min to inactivate the binder and separate the active material 54 . If the binder is water based, sepa…
14424list_itemunknown_textFalsemediumoutside_body_flow_list_itemoutside_body_flow_list_item
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True[73.7, 275.91, 89.43, 7.63]◆ TROUBLESHOOTING◆ TROUBLESHOOTING
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False[39.69, 287.29, 370.17, 19.88]Transfer the collected spent LiMn 2 O4 cathode powder to an agate mortar and grind it to separate the agglomerated and flaked particles.Transfer the collected spent LiMn 2 O4 cathode powder to an agate mortar and grind it to separate the agglomerated and flaked particles.
14426list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 310.35, 350.96, 19.88]Sieve the ground powder through a 500 mesh sieve to remove large impurities and agglomerates.Sieve the ground powder through a 500 mesh sieve to remove large impurities and agglomerates.
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False[39.69, 333.41, 384.21, 19.88]Transfer the spent cathode powder to an NMP reagent for cleaning, with a solid:liquid ratio of ~1:20. Stir the mixture for 3 h at 500 rpm.Transfer the spent cathode powder to an NMP reagent for cleaning, with a solid:liquid ratio of ~1:20. Stir the mixture for 3 h at 500 rpm.
14428list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[56.69, 356.48, 357.24, 19.88]▲ CAUTION NMP is volatile and irritating. During operation, avoid contact with skin and eyes, inhalation and exposure to fire.▲ CAUTION NMP is volatile and irritating. During operation, avoid contact with skin and eyes, inhalation and exposure to fire.
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False[56.69, 379.55, 367.1, 54.47]▲ CRITICAL STEP The cleaning process directly affects the performance of the subsequent direct regeneration of materials. Residual fluorine-containing organic impurities may diffuse into the bulk phase and react on the …▲ CRITICAL STEP The cleaning process directly affects the performance of the subsequent direct regeneration of materials. Residual fluorine-containing organic impurities may diffuse into the bulk phase and react on the …
14430list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 437.19, 377.8, 42.94]Separate the material by suction filtration and then wash three times with ethanol. Each wash follows a standard procedure: ethanol is gently poured along a glass rod onto the sediment on the filter paper until it is fu…Separate the material by suction filtration and then wash three times with ethanol. Each wash follows a standard procedure: ethanol is gently poured along a glass rod onto the sediment on the filter paper until it is fu…
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False[39.69, 483.31, 371.0, 19.88]Transfer the treated cathode powder to a blast oven at 100 °C and leave it there until it is completely dry.Transfer the treated cathode powder to a blast oven at 100 °C and leave it there until it is completely dry.
14432list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 506.37, 379.51, 19.88]Prepare an aqueous NaOH solution and adjust the concentration to 1 mol/L by controlling the amount of NaOH added.Prepare an aqueous NaOH solution and adjust the concentration to 1 mol/L by controlling the amount of NaOH added.
14433list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[56.69, 529.46, 330.86, 31.41]▲ CAUTION NaOH is highly irritating and corrosive; therefore, safety precautions should be followed during this step, including wearing masks, protective glasses, and rubber gloves.▲ CAUTION NaOH is highly irritating and corrosive; therefore, safety precautions should be followed during this step, including wearing masks, protective glasses, and rubber gloves.
14434list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 564.05, 378.59, 31.42]Transfer the spent LiMn 2 O4 cathode powder to the prepared NaOH solution and stirred to remove impurities, such as residual current collector debris. During the stirring process, the solid:liquid ratio is ~1:25, and th…Transfer the spent LiMn 2 O4 cathode powder to the prepared NaOH solution and stirred to remove impurities, such as residual current collector debris. During the stirring process, the solid:liquid ratio is ~1:25, and th…
14435list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 598.65, 385.67, 31.41]Separate the powder and treated liquid by suction filtration and then wash three times with deionized water to completely remove the residual alkali solution. Except for the change of washing reagents, the operation pro…Separate the powder and treated liquid by suction filtration and then wash three times with deionized water to completely remove the residual alkali solution. Except for the change of washing reagents, the operation pro…
14436list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 633.23, 371.0, 19.88]Transfer the treated cathode powder to a blast oven at 100 °C and leave it there until it is completely dry.Transfer the treated cathode powder to a blast oven at 100 °C and leave it there until it is completely dry.
14437list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 656.29, 370.73, 19.91]Collect all pretreated spent LiMn 2 O4 cathode powder and transfer it to a drying room or glove box for storage.Collect all pretreated spent LiMn 2 O4 cathode powder and transfer it to a drying room or glove box for storage.
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False[56.69, 679.38, 356.67, 66.01]■ PAUSE POINT Cathode materials readily absorb moisture, leading to hydrolysis reactions that generate surface impurities such as residual lithium and promote powder agglomeration. These materials may also react with O …■ PAUSE POINT Cathode materials readily absorb moisture, leading to hydrolysis reactions that generate surface impurities such as residual lithium and promote powder agglomeration. These materials may also react with O …
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
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True[540.94, 763.81, 20.26, 6.99]24262426
15441section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
15442textbodyTruebodybody
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False[56.69, 114.31, 372.93, 100.58]regeneration processes, necessitating strict control of storage conditions. These conditions should also be tailored to the specific type of cathode material. For example, lithium iron phosphate is relatively insensitiv…regeneration processes, necessitating strict control of storage conditions. These conditions should also be tailored to the specific type of cathode material. For example, lithium iron phosphate is relatively insensitiv…
15443section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 229.09, 194.14, 9.04]Failure analysis of spent cathode materialsFailure analysis of spent cathode materials
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True[39.69, 241.94, 52.78, 7.0]● TIMING 2 h● TIMING 2 h
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False[39.69, 252.69, 376.11, 19.88]▲ CRITICAL To achieve effective direct regeneration or upcycling of spent cathode materials and minimize material waste, it is essential to understand the material's failure state,▲ CRITICAL To achieve effective direct regeneration or upcycling of spent cathode materials and minimize material waste, it is essential to understand the material's failure state,
15446textbodyTruebodybody
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False[39.69, 275.75, 323.42, 8.35]particularly the extent of lithium loss and the degradation of its phase structure.particularly the extent of lithium loss and the degradation of its phase structure.
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False[39.69, 287.28, 366.43, 19.89]Weigh 0.3 g of spent LiMn 2 O4 cathode material powder using an analytical balance and transfer it to a polytetrafluoroethylene digestion tank.Weigh 0.3 g of spent LiMn 2 O4 cathode material powder using an analytical balance and transfer it to a polytetrafluoroethylene digestion tank.
15448list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 310.35, 379.55, 42.94]Prepare aqua regia by mixing concentrated hydrochloric acid and concentrated nitric acid in a 3:1 (vol/vol) ratio to digest the sample. The specific operation in this process is to slowly pour one volume of concentrated…Prepare aqua regia by mixing concentrated hydrochloric acid and concentrated nitric acid in a 3:1 (vol/vol) ratio to digest the sample. The specific operation in this process is to slowly pour one volume of concentrated…
15449list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[56.69, 356.48, 365.8, 31.41]▲ CAUTION Both reagents are highly corrosive, and the chlorine gas they emit is toxic, making vapor contact extremely dangerous. Always conduct the preparation process in a fume hood and wear strong acid-resistant rubbe…▲ CAUTION Both reagents are highly corrosive, and the chlorine gas they emit is toxic, making vapor contact extremely dangerous. Always conduct the preparation process in a fume hood and wear strong acid-resistant rubbe…
15450list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 391.07, 379.92, 19.88]Slowly add 3 mL of concentrated aqua regia to the polytetrafluoroethylene digestion tank and securely cap it.Slowly add 3 mL of concentrated aqua regia to the polytetrafluoroethylene digestion tank and securely cap it.
15451list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 414.13, 388.19, 19.88]Place the polytetrafluoroethylene digestion tank into the sleeve position of the rotor frame, insert the frame into the microwave digester and connect the temperature sensor.Place the polytetrafluoroethylene digestion tank into the sleeve position of the rotor frame, insert the frame into the microwave digester and connect the temperature sensor.
15452list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 437.19, 357.66, 19.88]Set the digestion program and start the microwave digestion process. Configure the temperature to 120 °C, the heating time to 5 min and the digestion time to 15 min.Set the digestion program and start the microwave digestion process. Configure the temperature to 120 °C, the heating time to 5 min and the digestion time to 15 min.
15453list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[56.69, 460.27, 369.26, 42.94]▲ CAUTION Microwave digestion instruments emit microwave radiation during operation, which can pose health risks if used improperly or for extended periods. They also generate high pressures and temperatures, and in the…▲ CAUTION Microwave digestion instruments emit microwave radiation during operation, which can pose health risks if used improperly or for extended periods. They also generate high pressures and temperatures, and in the…
15454list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 506.39, 385.03, 31.41]After completing digestion, remove the rotor frame and place it on a rotatable base inside a fume hood. Use a cap screwdriver to unscrew the pressure relief module, then remove the polytetrafluoroethylene digestion tank…After completing digestion, remove the rotor frame and place it on a rotatable base inside a fume hood. Use a cap screwdriver to unscrew the pressure relief module, then remove the polytetrafluoroethylene digestion tank…
15455list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[56.69, 540.99, 360.78, 31.41]▲ CAUTION Remove the rotor frame only after the microwave digester cavity has sufficiently cooled to prevent risks such as burns to the experimenters or overpressure in the digestion tank.▲ CAUTION Remove the rotor frame only after the microwave digester cavity has sufficiently cooled to prevent risks such as burns to the experimenters or overpressure in the digestion tank.
15456list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 575.58, 386.86, 31.41]Unscrew the digestion tank cap and check if the solution is clear and transparent to confirm that digestion is complete. Once confirmed, rinse any sample residue on the cap with deionized water and return it to the tank.Unscrew the digestion tank cap and check if the solution is clear and transparent to confirm that digestion is complete. Once confirmed, rinse any sample residue on the cap with deionized water and return it to the tank.
15457list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 610.17, 378.55, 42.94]Transfer the digestion solution into a 50 mL volumetric flask. Rinse the digestion tank multiple times with small amounts of deionized water and combine the rinses in the flask. Dilute the solution to the mark with deio…Transfer the digestion solution into a 50 mL volumetric flask. Rinse the digestion tank multiple times with small amounts of deionized water and combine the rinses in the flask. Dilute the solution to the mark with deio…
15458list_itemaffiliationFalsemediumoutside_body_flow_body_candidateoutside_body_flow_body_candidate
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False[39.68, 656.28, 369.41, 19.88]Start the ICP-OES equipment and ensure the gas cylinder pressure meets the standard. Turn on the Ar gas and exhaust switches, then purge the system for 20 min.Start the ICP-OES equipment and ensure the gas cylinder pressure meets the standard. Turn on the Ar gas and exhaust switches, then purge the system for 20 min.
15459list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 679.34, 381.27, 19.88]Tighten the peristaltic pump tube, turn on the circulating cooling water. Ignite the plasma once the detector temperature reaches -40 °C.Tighten the peristaltic pump tube, turn on the circulating cooling water. Ignite the plasma once the detector temperature reaches -40 °C.
15460list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 702.4, 385.66, 19.88]Preheat for 10 min, then set the experimental method and configure the parameters for the test elements, conditions and standards.Preheat for 10 min, then set the experimental method and configure the parameters for the test elements, conditions and standards.
15461list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 725.46, 387.94, 19.88]Measure the spectral intensity of each element in a series of standard solutions with varying concentrations and plot a standard curve.Measure the spectral intensity of each element in a series of standard solutions with varying concentrations and plot a standard curve.
15462page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
15463page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
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True[541.5, 763.81, 19.47, 6.99]24272427
16464section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
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False[39.69, 114.31, 386.84, 31.41]Introduce the blank solution and the sample solution into the ICP-OES equipment for analysis. Measure the spectral intensity of each element in both solutions, and calculate the element concentration from the working cu…Introduce the blank solution and the sample solution into the ICP-OES equipment for analysis. Measure the spectral intensity of each element in both solutions, and calculate the element concentration from the working cu…
16466textbodyTruebodybody
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False[56.7, 148.91, 371.13, 31.41]▲ CRITICAL STEP Analyzing the deficiency of various elements, especially Li, in the cathode material powder after cycling is a critical step in direct recycling, because it influences the choice of recycling method and …▲ CRITICAL STEP Analyzing the deficiency of various elements, especially Li, in the cathode material powder after cycling is a critical step in direct recycling, because it influences the choice of recycling method and …
16467list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 183.49, 299.39, 8.35]Calculate the content of each element and the ratio using the formula:Calculate the content of each element and the ratio using the formula:
16468textbodyTruebodybody
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False[56.69, 229.63, 370.79, 31.41]where w is the element content; ρ1 and ρ0 are the concentrations of the element in the test and blank solutions, respectively; V is the volume of the test solution; f is the dilution factor; and m is the mass of the sam…where w is the element content; ρ1 and ρ0 are the concentrations of the element in the test and blank solutions, respectively; V is the volume of the test solution; f is the dilution factor; and m is the mass of the sam…
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False[56.69, 264.23, 363.31, 112.13]▲ CRITICAL STEP ICP-OES typically analyzes the relative proportions of various elements. When assessing the loss of elements in failed cathode powder, it is generally assumed that Li loss is substantially greater than t…▲ CRITICAL STEP ICP-OES typically analyzes the relative proportions of various elements. When assessing the loss of elements in failed cathode powder, it is generally assumed that Li loss is substantially greater than t…
16470section_headerbody_headingFalselowbody_headingbody_heading
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False[56.69, 379.69, 89.43, 7.63]◆ TROUBLESHOOTING◆ TROUBLESHOOTING
16471list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 391.08, 387.76, 19.88]Clean the amorphous glass sample stage, slide and medicine spoon with anhydrous ethanol to remove contaminants, then dry them by blowing with an ear bulb.Clean the amorphous glass sample stage, slide and medicine spoon with anhydrous ethanol to remove contaminants, then dry them by blowing with an ear bulb.
16472list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 414.14, 366.73, 31.41]Turn on the XRD equipment and the circulating cooling water system. Activate the high-voltage generator, set the voltage, current and other parameters, and wait for the equipment to reach the specified power.Turn on the XRD equipment and the circulating cooling water system. Activate the high-voltage generator, set the voltage, current and other parameters, and wait for the equipment to reach the specified power.
16473list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 448.72, 389.93, 31.41]Use a laboratory spoon to transfer the powder sample into the depression of the amorphous glass sample stage. Spread the sample evenly with a glass slide and press it to create a smooth plane. Remove any excess powder f…Use a laboratory spoon to transfer the powder sample into the depression of the amorphous glass sample stage. Spread the sample evenly with a glass slide and press it to create a smooth plane. Remove any excess powder f…
16474textbodyTruebodybody
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False[56.7, 483.33, 343.75, 42.94]▲ CRITICAL STEP During sample preparation, the powder sample should completely fill the depressions in the amorphous glass sample stage, ensuring the sample plane is level with the stage to maximize reflected X-rays and…▲ CRITICAL STEP During sample preparation, the powder sample should completely fill the depressions in the amorphous glass sample stage, ensuring the sample plane is level with the stage to maximize reflected X-rays and…
16475list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 529.45, 380.08, 31.41]Install the glass sample stage in the designated position of the XRD diffractometer. Adjust the stage so that the sample is aligned with the center of the X-ray beam, then tighten the stage and close the test chamber do…Install the glass sample stage in the designated position of the XRD diffractometer. Adjust the stage so that the sample is aligned with the center of the X-ray beam, then tighten the stage and close the test chamber do…
16476list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 564.04, 383.82, 66.03]Set the test parameters: the 2θ angle range to 10°-80°, the step size to 0.01°, and the time per step to 0.2 s. Use Cu Kα1 radiation ( λ = 1.5406 Å) for XRD measurements. ▲ CAUTION X-rays are highly harmful and can pose…Set the test parameters: the 2θ angle range to 10°-80°, the step size to 0.01°, and the time per step to 0.2 s. Use Cu Kα1 radiation ( λ = 1.5406 Å) for XRD measurements. ▲ CAUTION X-rays are highly harmful and can pose…
16477textbodyTruebodybody
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False[56.69, 621.86, 338.08, 31.27]▲ CRITICAL STEP require refinement are typically collected using a slow scan method, which involves reducing the step size and extending the collection time per step.▲ CRITICAL STEP require refinement are typically collected using a slow scan method, which involves reducing the step size and extending the collection time per step.
16478list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 656.31, 379.47, 8.35]Once the measurement is complete, open the test chamber door and recover the samples.Once the measurement is complete, open the test chamber door and recover the samples.
16479list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 667.83, 374.56, 31.41]Analyse the collected XRD data for phase identification and use the FullProf program for refinement to extract information such as unit cell parameters, atomic occupancy and defect levels. Use this information to evalua…Analyse the collected XRD data for phase identification and use the FullProf program for refinement to extract information such as unit cell parameters, atomic occupancy and defect levels. Use this information to evalua…
16480section_headerbody_headingFalselowbody_headingbody_heading
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False[56.7, 702.57, 89.43, 7.64]◆ TROUBLESHOOTING◆ TROUBLESHOOTING
16481list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 713.97, 378.73, 31.41]On the basis of the results of a basic failure analysis of the spent cathode material powder, assess the degree of material degradation. Use this information to select an appropriate direct regeneration method and deter…On the basis of the results of a basic failure analysis of the spent cathode material powder, assess the degree of material degradation. Use this information to select an appropriate direct regeneration method and deter…
16482page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
16483page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
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True[541.08, 763.81, 20.12, 6.99]24282428
17484section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
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False[39.69, 114.3, 354.75, 17.87]Table 3 | The proportion of primary materials used in various direct regeneration and upcycling processesTable 3 | The proportion of primary materials used in various direct regeneration and upcycling processes
17486textbodyTruebodybody
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False[39.69, 224.04, 353.12, 22.27]Note that all four procedures use the same starting material. The numbers presented in the table are the molar feed ratios of each reagent, calculated with the spent cathode materials set as the statistical baseline. Fo…Note that all four procedures use the same starting material. The numbers presented in the table are the molar feed ratios of each reagent, calculated with the spent cathode materials set as the statistical baseline. Fo…
17487section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 263.69, 280.56, 9.04]Direct regeneration and upcycling of spent cathode materialsDirect regeneration and upcycling of spent cathode materials
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False[39.69, 276.54, 80.61, 7.0]● TIMING 35 h or 5 h● TIMING 35 h or 5 h
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False[39.68, 287.29, 382.32, 169.8]▲ CRITICAL On the basis of the type and degree of failure of spent cathode materials, common direct regeneration methods include solid-phase sintering 28-30 , hydrothermalassisted regeneration 31,32 , molten salt-assist…▲ CRITICAL On the basis of the type and degree of failure of spent cathode materials, common direct regeneration methods include solid-phase sintering 28-30 , hydrothermalassisted regeneration 31,32 , molten salt-assist…
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False[39.69, 471.87, 150.42, 7.87]Solid-phase sintering regenerationSolid-phase sintering regeneration
17491list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 483.33, 375.36, 19.88]Weigh a specific amount of spent LiMn 2 O4 cathode material powder and transfer it to the preprepared agate ball mill tank.Weigh a specific amount of spent LiMn 2 O4 cathode material powder and transfer it to the preprepared agate ball mill tank.
17492list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 506.39, 386.04, 169.79]On the basis of the Li loss calculated from the ICP test, weigh the lithium salt corresponding to two to three times the element molar ratio of the actual Li loss. Add the weighed lithium salt into the agate ball mill t…On the basis of the Li loss calculated from the ICP test, weigh the lithium salt corresponding to two to three times the element molar ratio of the actual Li loss. Add the weighed lithium salt into the agate ball mill t…
17493textbodyTruebodybody
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False[56.7, 679.38, 369.47, 66.0]▲ CRITICAL STEP Excess lithium salt is crucial in most direct regeneration processes due to differences in the intrinsic structural evolution between direct synthesis and direct regeneration. At lower temperatures, the …▲ CRITICAL STEP Excess lithium salt is crucial in most direct regeneration processes due to differences in the intrinsic structural evolution between direct synthesis and direct regeneration. At lower temperatures, the …
17494page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
17495page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
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True[540.67, 763.81, 20.3, 6.99]24292429
18496section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
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False[56.69, 114.31, 359.9, 42.95]there are two main approaches: (1) enhance lithium replenishment kinetics by improving interfacial lithium salt adsorption, optimizing surface structure reconstruction and adjusting the reaction equilibrium state 37 and…there are two main approaches: (1) enhance lithium replenishment kinetics by improving interfacial lithium salt adsorption, optimizing surface structure reconstruction and adjusting the reaction equilibrium state 37 and…
18498textbodyTruebodybody
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False[56.69, 160.43, 371.61, 66.0]As the scale of single direct regeneration of spent cathode materials increases, such as from gram scale in the laboratory to kilogram scale in industry, the proportion of Li source burnout decreases, allowing for a red…As the scale of single direct regeneration of spent cathode materials increases, such as from gram scale in the laboratory to kilogram scale in industry, the proportion of Li source burnout decreases, allowing for a red…
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False[39.68, 229.61, 382.36, 19.88]Gradually introduce anhydrous ethanol as a grinding aid, maintaining a powder to ethanol mass ratio of 1:2.Gradually introduce anhydrous ethanol as a grinding aid, maintaining a powder to ethanol mass ratio of 1:2.
18500list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 252.66, 366.26, 31.41]Add zirconia grinding beads to the agate ball mill tank as grinding media at a powder to grinding beads mass ratio of 1:3. Distribute the grinding beads as follows: 30% large, 50% medium and 20% small beads.Add zirconia grinding beads to the agate ball mill tank as grinding media at a powder to grinding beads mass ratio of 1:3. Distribute the grinding beads as follows: 30% large, 50% medium and 20% small beads.
18501textbodyTruebodybody
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False[56.69, 287.29, 360.44, 31.41]▲ CAUTION To ensure safety during the ball milling process, the total volume of grinding beads and material should not exceed 80% of the ball mill tank's capacity. A fill ratio of 40-60% is typically optimal.▲ CAUTION To ensure safety during the ball milling process, the total volume of grinding beads and material should not exceed 80% of the ball mill tank's capacity. A fill ratio of 40-60% is typically optimal.
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False[39.68, 321.88, 389.93, 66.01]Install an equal number of preweighed ball mill tanks into the diagonal positions of the planetary ball mill. Secure all the tanks by rotating the spiral buckle, then close the hatch. ▲ CAUTION Before starting ball mill…Install an equal number of preweighed ball mill tanks into the diagonal positions of the planetary ball mill. Secure all the tanks by rotating the spiral buckle, then close the hatch. ▲ CAUTION Before starting ball mill…
18503list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 391.07, 386.77, 31.41]Set up a brief program to run the ball mill at the experimental speed for a few minutes. Observe its operation closely, paying special attention to any unusual sounds, such as loose buckles, to ensure the ball mill is f…Set up a brief program to run the ball mill at the experimental speed for a few minutes. Observe its operation closely, paying special attention to any unusual sounds, such as loose buckles, to ensure the ball mill is f…
18504list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 425.65, 372.19, 31.41]Set the ball milling program according to the experimental conditions: adjust the speed to 400 rpm, set the total milling time to 4 h and alternate between forward and reverse rotation every 15 min.Set the ball milling program according to the experimental conditions: adjust the speed to 400 rpm, set the total milling time to 4 h and alternate between forward and reverse rotation every 15 min.
18505textbodyTruebodybody
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False[56.69, 460.27, 361.65, 42.94]▲ CAUTION During ball mill operation, the high-speed rotation and vibration can cause mechanical parts to wear, loosen or even break. As a result, objects may be ejected with substantial force, posing a safety risk. If …▲ CAUTION During ball mill operation, the high-speed rotation and vibration can cause mechanical parts to wear, loosen or even break. As a result, objects may be ejected with substantial force, posing a safety risk. If …
18506list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 506.39, 382.81, 31.41]After the ball milling process is completely stopped, loosen the buckle and remove the ball mill tanks. Observe the powder to ensure it is in a normal condition-fine, evenly dispersed and free of flakes or severe agglom…After the ball milling process is completely stopped, loosen the buckle and remove the ball mill tanks. Observe the powder to ensure it is in a normal condition-fine, evenly dispersed and free of flakes or severe agglom…
18507section_headerbody_headingFalselowbody_headingbody_heading
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False[56.69, 541.13, 89.43, 7.64]◆ TROUBLESHOOTING◆ TROUBLESHOOTING
18508list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 552.53, 355.81, 19.88]Scrape the dried powder out of the ball mill tanks. Transfer part of the material to an alumina porcelain boat and store the remaining material in a blast oven for later use.Scrape the dried powder out of the ball mill tanks. Transfer part of the material to an alumina porcelain boat and store the remaining material in a blast oven for later use.
18509list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 575.58, 389.41, 19.88]Transfer the alumina porcelain boat to the muffle furnace, position it correctly and close the furnace chamber.Transfer the alumina porcelain boat to the muffle furnace, position it correctly and close the furnace chamber.
18510list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[56.7, 598.65, 369.96, 31.41]▲ CRITICAL STEP When the sintering volume of a single batch is large, avoid tightly packing the powder, as it can negatively impact the quality of the recycled material. To improve airflow, introduce a controlled gas fl…▲ CRITICAL STEP When the sintering volume of a single batch is large, avoid tightly packing the powder, as it can negatively impact the quality of the recycled material. To improve airflow, introduce a controlled gas fl…
18511list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 633.24, 368.37, 42.94]Set the solid-phase sintering program and activate the heating switch. Set the overall heating rate to 3 °C/min. Raise the temperature to 450 °C and maintain it for 2 h. Then, increase the temperature to 850 °C and hold…Set the solid-phase sintering program and activate the heating switch. Set the overall heating rate to 3 °C/min. Raise the temperature to 450 °C and maintain it for 2 h. Then, increase the temperature to 850 °C and hold…
18512textbodyTruebodybody
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white
False[56.69, 679.38, 360.78, 66.0]▲ CAUTION When a muffle furnace operates at high temperatures, flammable materials such as paper or plastic can ignite. Therefore, always inspect the experimental area for such materials before use. During operation, th…▲ CAUTION When a muffle furnace operates at high temperatures, flammable materials such as paper or plastic can ignite. Therefore, always inspect the experimental area for such materials before use. During operation, th…
18513page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p18:body_region:0p18:bottom_margin:left:white[255, 255, 255]
white
True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
18514page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p18:bottom_margin:right:white[255, 255, 255]
white
True[540.14, 763.81, 21.06, 6.99]24302430
19515section_headerbody_headingFalselowbody_headingbody_heading
p19:top_margin:left:white[255, 255, 255]
white
False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
19516list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p19:page_body:left_crossing:white[255, 255, 255]
white
False[56.7, 114.31, 366.67, 66.01]▲ CRITICAL STEP The specific sintering conditions, such as temperature, atmosphere and time, must be determined on the basis of the type of spent cathode material. Typically, the temperature is set close to or slightly …▲ CRITICAL STEP The specific sintering conditions, such as temperature, atmosphere and time, must be determined on the basis of the type of spent cathode material. Typically, the temperature is set close to or slightly …
19517list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p19:page_body:left_crossing:white[255, 255, 255]
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False[39.69, 183.49, 345.04, 8.35]Remove the sintered material and transfer it to a beaker. Add deionized water at aRemove the sintered material and transfer it to a beaker. Add deionized water at a
19518list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[56.69, 195.02, 370.8, 146.74]solid-to-liquid ratio of 1:20, and wash for 10-15 min to remove residual lithium salt. ▲ CRITICAL STEP To compensate for the substantial loss of lithium from the source caused by slow lithium replenishment kinetics, exc…solid-to-liquid ratio of 1:20, and wash for 10-15 min to remove residual lithium salt. ▲ CRITICAL STEP To compensate for the substantial loss of lithium from the source caused by slow lithium replenishment kinetics, exc…
19519list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 344.94, 371.59, 19.88]Complete the solid-liquid separation by suction filtration and then transfer the washed material powder to a blast oven for drying.Complete the solid-liquid separation by suction filtration and then transfer the washed material powder to a blast oven for drying.
19520list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 367.99, 385.21, 112.11]Transfer the dried material powder to an agate mortar and add 0.5-2% LiOH based on the mass ratio. The purpose of adding lithium salt at this stage is to compensate for partial lithium loss that may occur during the pre…Transfer the dried material powder to an agate mortar and add 0.5-2% LiOH based on the mass ratio. The purpose of adding lithium salt at this stage is to compensate for partial lithium loss that may occur during the pre…
19521list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 483.28, 359.9, 31.41]Grind the mixture carefully by hand for 20 min until the lithium salt and regenerated cathode material powder are fully and evenly mixed. Then, transfer the mixture to an alumina porcelain boat and place it in a muffle …Grind the mixture carefully by hand for 20 min until the lithium salt and regenerated cathode material powder are fully and evenly mixed. Then, transfer the mixture to an alumina porcelain boat and place it in a muffle …
19522list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 517.87, 382.8, 19.88]Set the re-sintering program to heat up to 850 °C at a heating rate of 3 °C/min and maintain it for 2 h and activate the heating switch. Store the powder for subsequent testing.Set the re-sintering program to heat up to 850 °C at a heating rate of 3 °C/min and maintain it for 2 h and activate the heating switch. Store the powder for subsequent testing.
19523section_headerbody_headingFalselowbody_headingbody_heading
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False[39.68, 552.53, 179.72, 7.87]Joule heat-assisted ultrafast regenerationJoule heat-assisted ultrafast regeneration
19524list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 564.0, 365.54, 31.41]Follow Steps 43-49 to complete the batching and uniform mixing. The only difference is that less lithium salt is used; use 1.2-1.5 times the intrinsic lithium deficiency of the material.Follow Steps 43-49 to complete the batching and uniform mixing. The only difference is that less lithium salt is used; use 1.2-1.5 times the intrinsic lithium deficiency of the material.
19525list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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white
False[39.68, 598.58, 356.31, 19.88]Clean the quartz tube used in the Joule heating experiment with anhydrous ethanol, then dry it with a hair dryer.Clean the quartz tube used in the Joule heating experiment with anhydrous ethanol, then dry it with a hair dryer.
19526list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 621.64, 385.63, 42.94]Place a 0.05-mm-thick layer of graphite paper at the bottom of the tube, and secure it to the tube's mouth using copper foil tape (Supplementary Fig. 7). If graphite paper is unavailable or the operation is considered t…Place a 0.05-mm-thick layer of graphite paper at the bottom of the tube, and secure it to the tube's mouth using copper foil tape (Supplementary Fig. 7). If graphite paper is unavailable or the operation is considered t…
19527list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p19:bottom_margin:left_crossing:white[255, 255, 255]
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False[56.69, 667.85, 357.14, 77.53]▲ CRITICAL STEP Although spent cathode material powder has inherent conductivity (it typically contains 2-5 wt% conductive carbon, and some industrial-grade cathode material black mass may even include a proportion of s…▲ CRITICAL STEP Although spent cathode material powder has inherent conductivity (it typically contains 2-5 wt% conductive carbon, and some industrial-grade cathode material black mass may even include a proportion of s…
19528page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
19529page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p19:bottom_margin:right:white[255, 255, 255]
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True[542.22, 763.81, 18.76, 6.99]24312431
20530section_headerbody_headingFalselowbody_headingbody_heading
p20:top_margin:left:white[255, 255, 255]
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
20531list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 114.31, 373.96, 31.41]Weigh a specific amount of the preprepared spent cathode material powder and lithium salt mixture. The maximum laboratory scale typically does not exceed 1 g, with the exact amount determined by the size of the quartz t…Weigh a specific amount of the preprepared spent cathode material powder and lithium salt mixture. The maximum laboratory scale typically does not exceed 1 g, with the exact amount determined by the size of the quartz t…
20532list_itembody_candidate_excludedFalsehighoutside_body_flow_body_candidateoutside_body_flow_body_candidate
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False[39.69, 148.9, 374.14, 31.41]Install a conductive graphite plug at one end of the quartz tube. Load the mixed reactant powder from the other end, then install another conductive graphite plug to create a relatively sealed tubular reaction space. We…Install a conductive graphite plug at one end of the quartz tube. Load the mixed reactant powder from the other end, then install another conductive graphite plug to create a relatively sealed tubular reaction space. We…
20533list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 183.48, 364.9, 19.88]Tighten the nut, secure the quartz tube onto the Joule heat reaction rack and place the entire assembly into the reaction chamber.Tighten the nut, secure the quartz tube onto the Joule heat reaction rack and place the entire assembly into the reaction chamber.
20534list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 206.54, 380.21, 19.88]Connect the positive and negative wires in the chamber to the corresponding terminals at both ends of the Joule heat reaction rack.Connect the positive and negative wires in the chamber to the corresponding terminals at both ends of the Joule heat reaction rack.
20535list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 229.6, 375.71, 19.88]Adjust the position of the Joule heat reaction rack so that the reactants in the quartz tube align with the infrared temperature sensor probe.Adjust the position of the Joule heat reaction rack so that the reactants in the quartz tube align with the infrared temperature sensor probe.
20536list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 252.66, 385.06, 42.94]Close the door of the Joule heating equipment's reaction chamber (refer to Supplementary Fig. 8 for a photo of the device). Turn on the current and verify that the current, voltage and resistance values are within a rea…Close the door of the Joule heating equipment's reaction chamber (refer to Supplementary Fig. 8 for a photo of the device). Turn on the current and verify that the current, voltage and resistance values are within a rea…
20537list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 298.77, 363.85, 31.41]Rotate the temperature sensor control knob on the operation panel to select the hightemperature sensor, and adjust the voltage control knob to set the voltage to 30 V and adjust the current control knob to set the curre…Rotate the temperature sensor control knob on the operation panel to select the hightemperature sensor, and adjust the voltage control knob to set the voltage to 30 V and adjust the current control knob to set the curre…
20538list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[56.7, 333.42, 372.14, 42.94]▲ CRITICAL STEP The set voltage and current can influence the heating up time during the sintering process, the higher the value of voltage and current set, the faster the temperature rises. It is necessary to gradually…▲ CRITICAL STEP The set voltage and current can influence the heating up time during the sintering process, the higher the value of voltage and current set, the faster the temperature rises. It is necessary to gradually…
20539list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 379.53, 310.27, 8.35]Set the Joule heating experiment parameters on the main control screen:Set the Joule heating experiment parameters on the main control screen:
20540list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[65.2, 391.06, 353.99, 19.88]Select temperature control mode to control the sintering process as the pulsed Joule heating modeSelect temperature control mode to control the sintering process as the pulsed Joule heating mode
20541list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[65.2, 414.12, 164.92, 8.35]Set the target temperature to 1,000 °CSet the target temperature to 1,000 °C
20542list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[65.2, 425.65, 362.44, 42.94]Specify one to three pulses. The number of pulses should be optimized on the basis of the specific material and degradation level. It is recommended to examine the material after each pulse to determine whether the desi…Specify one to three pulses. The number of pulses should be optimized on the basis of the specific material and degradation level. It is recommended to examine the material after each pulse to determine whether the desi…
20543list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[73.7, 471.8, 355.94, 54.47]▲ CRITICAL STEP Another control mode is the time control mode, which performs Joule heating sintering for a specified duration. During the process, the temperature fluctuates according to the mold resistance and variati…▲ CRITICAL STEP Another control mode is the time control mode, which performs Joule heating sintering for a specified duration. During the process, the temperature fluctuates according to the mold resistance and variati…
20544list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 529.45, 387.86, 66.0]Click the 'Start' button on the main control screen to initiate the Joule heating reaction according to the programmed settings. The system will control the energization and de-energization following the set process. Du…Click the 'Start' button on the main control screen to initiate the Joule heating reaction according to the programmed settings. The system will control the energization and de-energization following the set process. Du…
20545list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[56.69, 598.65, 359.1, 54.47]▲ CAUTION The reaction process involves the use of high voltage and current, which can be hazardous. Although equipment manufacturers have minimized potential risks by integrating electronic circuits and designing prote…▲ CAUTION The reaction process involves the use of high voltage and current, which can be hazardous. Although equipment manufacturers have minimized potential risks by integrating electronic circuits and designing prote…
20546section_headerbody_headingFalselowbody_headingbody_heading
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False[56.69, 656.45, 89.43, 7.64]◆ TROUBLESHOOTING◆ TROUBLESHOOTING
20547list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 667.85, 389.23, 42.94]After the reaction is complete, wait for the temperature in the reaction chamber to decrease. Once it has cooled, put on asbestos gloves, unplug the wires from both ends of the Joule heat reaction rack, loosen the nuts …After the reaction is complete, wait for the temperature in the reaction chamber to decrease. Once it has cooled, put on asbestos gloves, unplug the wires from both ends of the Joule heat reaction rack, loosen the nuts …
20548list_itembody_candidate_excludedFalsehighoutside_body_flow_body_candidateoutside_body_flow_body_candidate
p20:bottom_margin:left_crossing:white[255, 255, 255]
white
False[56.69, 713.97, 362.74, 31.41]▲ CAUTION Some models of Joule heating equipment only record dynamic temperature changes during the operation of the reaction program. Once the reaction is complete, the temperature recording stops. However, the tempera…▲ CAUTION Some models of Joule heating equipment only record dynamic temperature changes during the operation of the reaction program. Once the reaction is complete, the temperature recording stops. However, the tempera…
20549page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
20550page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p20:bottom_margin:right:white[255, 255, 255]
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True[541.04, 763.81, 20.16, 6.99]24322432
21551section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
21552textbodyTruebodybody
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False[56.69, 114.31, 356.22, 54.47]safe limits for human skin. Therefore, always wait for the chamber to cool down before handling it. Wear asbestos fireproof gloves when accessing the chamber. Additionally, high-temperature reactions can generate large …safe limits for human skin. Therefore, always wait for the chamber to cool down before handling it. Wear asbestos fireproof gloves when accessing the chamber. Additionally, high-temperature reactions can generate large …
21553list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 171.96, 376.25, 19.88]Remove the conductive graphite plug from one end of the quartz tube, then push out the reacted powder. Store the powder for subsequent testing.Remove the conductive graphite plug from one end of the quartz tube, then push out the reacted powder. Store the powder for subsequent testing.
21554section_headerbody_headingFalselowbody_headingbody_heading
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False[39.68, 206.61, 355.06, 9.11]Direct upcycling of spent LiMn 2 O4 into high-voltage cathode material LiNi 0.5Mn1.5O4Direct upcycling of spent LiMn 2 O4 into high-voltage cathode material LiNi 0.5Mn1.5O4
21555list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 218.1, 388.89, 44.01]Calculate the amount of additional chemical reagents required for the upcycling process on the basis of the chemical formulas of the spent material and the target upcycled product. The stoichiometric ratio for spent cat…Calculate the amount of additional chemical reagents required for the upcycling process on the basis of the chemical formulas of the spent material and the target upcycled product. The stoichiometric ratio for spent cat…
21556list_itembody_candidate_excludedFalsehighoutside_body_flow_body_candidateoutside_body_flow_body_candidate
p21:body_region:0p21:page_body:left_crossing:white[255, 255, 255]
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False[39.69, 264.22, 389.93, 42.94]Complete the batching and uniform mixing as described in Step 57. In addition to adding the necessary Li salt to compensate for Li deficiency as part of the normal Joule heat-assisted direct regeneration process, incorp…Complete the batching and uniform mixing as described in Step 57. In addition to adding the necessary Li salt to compensate for Li deficiency as part of the normal Joule heat-assisted direct regeneration process, incorp…
21557list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 310.34, 389.09, 77.53]Follow Steps 58-70 to achieve upcycling using the pulsed Joule heating method. Adjust the number of pulses between four and eight on the basis of the basic physical properties of the target product and the classical syn…Follow Steps 58-70 to achieve upcycling using the pulsed Joule heating method. Adjust the number of pulses between four and eight on the basis of the basic physical properties of the target product and the classical syn…
21558section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 402.64, 380.51, 9.13]Direct upcycling of spent LiMn 2 O4 into Li-rich Mn-based cathode material Li 1.2 Ni0.2Mn0.6O2Direct upcycling of spent LiMn 2 O4 into Li-rich Mn-based cathode material Li 1.2 Ni0.2Mn0.6O2
21559list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p21:body_region:0p21:page_body:left_crossing:white[255, 255, 255]
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False[39.69, 414.14, 388.89, 44.01]Calculate the amount of additional chemical reagents required for the upcycling process on the basis of the chemical formulas of the spent material and the target upcycled product. The stoichiometric ratio for spent cat…Calculate the amount of additional chemical reagents required for the upcycling process on the basis of the chemical formulas of the spent material and the target upcycled product. The stoichiometric ratio for spent cat…
21560list_itembody_candidate_excludedFalsehighoutside_body_flow_body_candidateoutside_body_flow_body_candidate
p21:body_region:0p21:page_body:left_crossing:white[255, 255, 255]
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False[39.69, 460.27, 376.46, 42.94]Follow Step 57 to complete the batching and uniform mixing. In addition to adding the necessary Li salt to compensate for Li deficiency as part of the normal Joule heat-assisted direct regeneration process, incorporate …Follow Step 57 to complete the batching and uniform mixing. In addition to adding the necessary Li salt to compensate for Li deficiency as part of the normal Joule heat-assisted direct regeneration process, incorporate …
21561list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 506.38, 385.38, 42.94]Follow Steps 58-70 to achieve upcycling using the pulsed Joule heating method. Adjust the number of pulses between 6 and 12 on the basis of the basic physical properties of the target product and the classical synthesis…Follow Steps 58-70 to achieve upcycling using the pulsed Joule heating method. Adjust the number of pulses between 6 and 12 on the basis of the basic physical properties of the target product and the classical synthesis…
21562section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 563.52, 218.45, 9.04]Regenerated cathode material characterizationRegenerated cathode material characterization
21563section_headerbody_headingFalselowbody_headingbody_heading
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True[39.69, 576.37, 53.14, 7.0]● TIMING 8 h● TIMING 8 h
21564textbodyTruebodybody
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False[39.69, 587.12, 387.06, 100.58]▲ CRITICAL To evaluate the phase structure and physical properties of the regenerated and upgraded cathode materials, several key characterizations are essential. First, it is recommended to perform ICP-OES testing (Ste…▲ CRITICAL To evaluate the phase structure and physical properties of the regenerated and upgraded cathode materials, several key characterizations are essential. First, it is recommended to perform ICP-OES testing (Ste…
21565list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 690.88, 366.34, 19.88]PerformICP-OES according to Steps 19-32 to confirm the content of key elements and compare the results with those of the spent materials and commercial materials.PerformICP-OES according to Steps 19-32 to confirm the content of key elements and compare the results with those of the spent materials and commercial materials.
21566list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 713.94, 377.79, 31.41]Perform XRD according to Steps 33-39 to confirm the phase structure of the regenerated and upgraded material. Then, compare the refined parameters with those of the spent materials and commercial materials.Perform XRD according to Steps 33-39 to confirm the phase structure of the regenerated and upgraded material. Then, compare the refined parameters with those of the spent materials and commercial materials.
21567page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
21568page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
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True[540.6, 763.81, 20.38, 6.99]24332433
22569section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
22570section_headerbody_headingFalselowbody_headingbody_heading
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True[39.69, 113.77, 20.06, 9.04]SEMSEM
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False[39.69, 125.84, 381.79, 19.88]Cut the Si/SiO 2 wafer into 5 × 5 mm pieces, soak them in anhydrous ethanol, and treat them ultrasonically for ~5 min.Cut the Si/SiO 2 wafer into 5 × 5 mm pieces, soak them in anhydrous ethanol, and treat them ultrasonically for ~5 min.
22572list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 148.9, 313.27, 8.35]Dry the cleaned wafer and use an ear bulb to blow away the contaminants.Dry the cleaned wafer and use an ear bulb to blow away the contaminants.
22573list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 160.43, 358.42, 19.88]Weigh ~0.2 mg of the cathode material sample, transfer it into a sample tube and add anhydrous ethanol at a solid-liquid ratio of 1:5.Weigh ~0.2 mg of the cathode material sample, transfer it into a sample tube and add anhydrous ethanol at a solid-liquid ratio of 1:5.
22574list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 183.49, 250.27, 8.35]Sonicate the sample tube for 10 min to form a suspension.Sonicate the sample tube for 10 min to form a suspension.
22575list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[56.7, 195.03, 363.36, 19.88]▲ CRITICAL STEP Do not shake the sample tube after sonication to avoid reaggregation of the dispersed particles.▲ CRITICAL STEP Do not shake the sample tube after sonication to avoid reaggregation of the dispersed particles.
22576list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 218.09, 388.27, 19.88]Dropcast 10 μL of the cathode material dispersion onto the wafer with a pipette. Turn on the baking lamp to evaporate the ethanol and dry the wafer.Dropcast 10 μL of the cathode material dispersion onto the wafer with a pipette. Turn on the baking lamp to evaporate the ethanol and dry the wafer.
22577list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[56.7, 241.16, 341.2, 19.88]▲ CRITICAL STEP Check carefully to ensure that the suspension is added to the front (bright) side of the chip before proceeding.▲ CRITICAL STEP Check carefully to ensure that the suspension is added to the front (bright) side of the chip before proceeding.
22578list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 264.22, 381.14, 31.41]Paste the wafer onto a suitable sample stage using conductive tape or attach the electrode sheet or cathode material powder directly onto the conductive tape, depending on the test target.Paste the wafer onto a suitable sample stage using conductive tape or attach the electrode sheet or cathode material powder directly onto the conductive tape, depending on the test target.
22579list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[56.69, 298.82, 361.63, 31.41]▲ CAUTION Ensure that the sample stage is the correct size for the instrument, paying particular attention to the overall height after the wafer is pasted on. This will prevent any potential damage to the equipment or o…▲ CAUTION Ensure that the sample stage is the correct size for the instrument, paying particular attention to the overall height after the wafer is pasted on. This will prevent any potential damage to the equipment or o…
22580list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 333.41, 354.54, 19.88]Wear gloves, assemble the sample stage into the corresponding position in the SEM equipment, close the door and evacuate the chamber to the required vacuum level.Wear gloves, assemble the sample stage into the corresponding position in the SEM equipment, close the door and evacuate the chamber to the required vacuum level.
22581list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 356.47, 380.23, 42.94]Adjust the sample stage to the appropriate height, turn on the electron beam, and set the accelerating voltage within the range of 3-10 kV. Activate the image acquisition function and capture images of the sample at var…Adjust the sample stage to the appropriate height, turn on the electron beam, and set the accelerating voltage within the range of 3-10 kV. Activate the image acquisition function and capture images of the sample at var…
22582list_itemunknown_textFalsemediumoutside_body_flow_list_itemoutside_body_flow_list_item
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False[56.69, 402.74, 89.43, 7.65]◆ TROUBLESHOOTING◆ TROUBLESHOOTING
22583list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 414.14, 384.59, 19.88]Increase the device's acceleration voltage to 12-15 kV, activate the EDS plug-in and perform energy spectrum analysis using point scan, line scan and surface scan techniques.Increase the device's acceleration voltage to 12-15 kV, activate the EDS plug-in and perform energy spectrum analysis using point scan, line scan and surface scan techniques.
22584section_headerbody_headingFalselowbody_headingbody_heading
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True[39.69, 448.2, 34.6, 9.04]HRTEMHRTEM
22585list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 460.27, 258.74, 8.35]Prepare the sample suspension as described in Steps 83-84.Prepare the sample suspension as described in Steps 83-84.
22586list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 471.8, 379.12, 31.41]Dropcast 10 μL of the cathode material dispersion onto the ultrathin carbon film copper mesh or micro-grid copper mesh with a pipette. Turn on the baking lamp to evaporate the ethanol and dry the copper mesh.Dropcast 10 μL of the cathode material dispersion onto the ultrathin carbon film copper mesh or micro-grid copper mesh with a pipette. Turn on the baking lamp to evaporate the ethanol and dry the copper mesh.
22587list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 506.39, 380.13, 19.88]Remove the sleeve from the front end of the TEM sample rod, unscrew the sample fixation nut using a small slotted screwdriver and remove the small beryllium ring using a tweezer.Remove the sleeve from the front end of the TEM sample rod, unscrew the sample fixation nut using a small slotted screwdriver and remove the small beryllium ring using a tweezer.
22588list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 529.44, 389.64, 31.41]Place the copper mesh face down into the O-ring of the sample rod, carefully position the small beryllium ring on the mesh, align its protruding part with the corresponding groove in the sample rod and then secure the f…Place the copper mesh face down into the O-ring of the sample rod, carefully position the small beryllium ring on the mesh, align its protruding part with the corresponding groove in the sample rod and then secure the f…
22589list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[56.69, 564.06, 371.32, 66.0]▲ CAUTION (1) The sample rod is a highly delicate component of the instrument. Handle it with care and gentleness, avoiding any rough handling. Do not touch any part of the sample rod, from the O-ring to the top, with y…▲ CAUTION (1) The sample rod is a highly delicate component of the instrument. Handle it with care and gentleness, avoiding any rough handling. Do not touch any part of the sample rod, from the O-ring to the top, with y…
22590list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 633.23, 371.56, 42.94]Operate the TEM equipment to ensure that the coordinates of each sample are set to zero. Align the limit pin with the Cose mark, then carefully insert the sample rod parallel to the axis. Slide the sample rod inward unt…Operate the TEM equipment to ensure that the coordinates of each sample are set to zero. Align the limit pin with the Cose mark, then carefully insert the sample rod parallel to the axis. Slide the sample rod inward unt…
22591list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 679.35, 375.8, 66.0]Wait for the pre-evacuation to complete, then begin the injection process when the indicator light signals. During this procedure, hold the end of the sample rod and rotate it 90° counterclockwise around the axis. Align…Wait for the pre-evacuation to complete, then begin the injection process when the indicator light signals. During this procedure, hold the end of the sample rod and rotate it 90° counterclockwise around the axis. Align…
22592page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
22593page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
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True[540.58, 763.81, 20.62, 6.99]24342434
23594section_headerbody_headingFalselowbody_headingbody_heading
p23:top_margin:left:white[255, 255, 255]
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
23595list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[58.68, 114.31, 332.25, 19.88]▲ CAUTION When inserting the sample rod, handle it gently and avoid twisting it forcefully to prevent it from hitting the sample stage.▲ CAUTION When inserting the sample rod, handle it gently and avoid twisting it forcefully to prevent it from hitting the sample stage.
23596list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[45.84, 137.37, 371.37, 31.41]Adjust the height and position of the sample stage to align with the desired observation area. Set the test voltage to 300 kV and align the electron optical path system to ensure proper axis alignment.Adjust the height and position of the sample stage to align with the desired observation area. Set the test voltage to 300 kV and align the electron optical path system to ensure proper axis alignment.
23597list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[46.81, 171.96, 365.5, 31.41]Locate the appropriate characterization area, activate the image acquisition function, and capture sample images at various magnifications. Adjust parameters such as magnification, focal length, astigmatism and contrast…Locate the appropriate characterization area, activate the image acquisition function, and capture sample images at various magnifications. Adjust parameters such as magnification, focal length, astigmatism and contrast…
23598list_itemunknown_textFalsemediumoutside_body_flow_list_itemoutside_body_flow_list_item
p23:page_body:left:gray[241, 246, 249]
gray
False[58.68, 206.7, 94.44, 7.65]◆ TROUBLESHOOTING◆ TROUBLESHOOTING
23599list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[45.82, 218.1, 356.5, 19.88]Adjust the equipment's aperture and active the specific plug-in and perform energy spectrum, electron loss energy spectrum, electron diffraction and other analyses.Adjust the equipment's aperture and active the specific plug-in and perform energy spectrum, electron loss energy spectrum, electron diffraction and other analyses.
23600section_headerbody_headingFalselowbody_headingbody_heading
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True[39.69, 252.15, 18.27, 9.04]EPREPR
23601list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[47.02, 264.23, 382.61, 31.41]Grind the cathode material powder to prevent agglomeration and sieve it to remove large particles. Then, place the powder sample into a dedicated quartz tube, seal it and evacuate for testing.Grind the cathode material powder to prevent agglomeration and sieve it to remove large particles. Then, place the powder sample into a dedicated quartz tube, seal it and evacuate for testing.
23602list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[45.81, 298.81, 235.93, 8.35]Turn on the EPR instrument and preheat it for ~10 min.Turn on the EPR instrument and preheat it for ~10 min.
23603list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[46.18, 310.34, 379.85, 19.88]Set the magnetic field scanning range and scanning rate, and select the appropriate band, modulation frequency and amplitude.Set the magnetic field scanning range and scanning rate, and select the appropriate band, modulation frequency and amplitude.
23604list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 333.4, 373.87, 19.88]Remove the dustproof cover from the instrument test port and place the sealed quartz tube sample into the EPR chamber.Remove the dustproof cover from the instrument test port and place the sealed quartz tube sample into the EPR chamber.
23605list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 356.46, 387.92, 19.88]Start the scan on the basis of the set conditions, record the EPR spectrum and measure the spectral line intensity and g -factor.Start the scan on the basis of the set conditions, record the EPR spectrum and measure the spectral line intensity and g -factor.
23606list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[58.68, 379.55, 364.85, 42.94]▲ CRITICAL STEP Different samples may require distinct scanning parameters and quantitative methods, which should be optimized on the basis of the specific conditions. During the measurement, maintain a stable instrumen…▲ CRITICAL STEP Different samples may require distinct scanning parameters and quantitative methods, which should be optimized on the basis of the specific conditions. During the measurement, maintain a stable instrumen…
23607section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 436.67, 192.77, 19.85]Electrochemical performance verification ● TIMING 30-40 dElectrochemical performance verification ● TIMING 30-40 d
23608list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 460.27, 384.23, 19.88]Weigh 2 g of PVDF into a small glass bottle, add NMP at a solid-to-liquid ratio of 1:25, place a magnetic stirrer inside, tightly seal the bottle and stir at 500 rpm for 24 h.Weigh 2 g of PVDF into a small glass bottle, add NMP at a solid-to-liquid ratio of 1:25, place a magnetic stirrer inside, tightly seal the bottle and stir at 500 rpm for 24 h.
23609list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[58.68, 483.33, 356.78, 19.88]▲ CAUTION NMP is volatile and irritating. During operation, should avoid contact with skin and eyes, inhalation, and exposure to fire.▲ CAUTION NMP is volatile and irritating. During operation, should avoid contact with skin and eyes, inhalation, and exposure to fire.
23610list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[58.68, 506.4, 356.57, 19.88]▲ CRITICAL STEP To achieve more uniform dissolution and dispersion of PVDF in NMP, you can choose to flip the glass bottle and continue stirring after 12 h of initial stirring.▲ CRITICAL STEP To achieve more uniform dissolution and dispersion of PVDF in NMP, you can choose to flip the glass bottle and continue stirring after 12 h of initial stirring.
23611list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 529.46, 380.92, 19.88]Weigh 200 mg of cathode material powder and 25 mg of acetylene black. Add them to an agate mortar and grind manually for 15 min to achieve an initial mix.Weigh 200 mg of cathode material powder and 25 mg of acetylene black. Add them to an agate mortar and grind manually for 15 min to achieve an initial mix.
23612list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[58.68, 552.53, 356.71, 31.41]▲ CAUTION Acetylene black powder is very light and tends to float during the early stages of grinding. Experimenters should wear dust masks to avoid inhalation into the mouth and nose.▲ CAUTION Acetylene black powder is very light and tends to float during the early stages of grinding. Experimenters should wear dust masks to avoid inhalation into the mouth and nose.
23613list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[58.68, 587.12, 364.43, 42.94]▲ CRITICAL STEP Conduct the related experiments in a drying room to prevent moisture absorption from the air, which could affect the slurry's performance. If the laboratory humidity is high, grind the mixture under a ba…▲ CRITICAL STEP Conduct the related experiments in a drying room to prevent moisture absorption from the air, which could affect the slurry's performance. If the laboratory humidity is high, grind the mixture under a ba…
23614list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 633.24, 372.35, 19.88]Transfer the mixed powder to a dedicated plastic jar. Add the preprepared PVDF-NMP solution dropwise, maintaining a mass ratio of cathode material to PVDF of 8:1.Transfer the mixed powder to a dedicated plastic jar. Add the preprepared PVDF-NMP solution dropwise, maintaining a mass ratio of cathode material to PVDF of 8:1.
23615list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[58.68, 656.31, 347.94, 19.88]▲ CRITICAL STEP When adding the drops, control both the speed and position of the addition to prevent local slurry agglomeration or premature gelation.▲ CRITICAL STEP When adding the drops, control both the speed and position of the addition to prevent local slurry agglomeration or premature gelation.
23616list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 679.37, 353.37, 30.66]Place the dedicated plastic jar into the corresponding slurry defoaming machine, close the door and homogenize the mixture for 6 min according to the program. ▲Place the dedicated plastic jar into the corresponding slurry defoaming machine, close the door and homogenize the mixture for 6 min according to the program. ▲
23617list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[63.68, 702.44, 351.41, 31.41]CAUTION Ensure the slurry in the plastic jar does not exceed the recommended capacity, as overloading can lead to overheating or reduced performance. Do not place any objects on the platform or allow foreign matter to e…CAUTION Ensure the slurry in the plastic jar does not exceed the recommended capacity, as overloading can lead to overheating or reduced performance. Do not place any objects on the platform or allow foreign matter to e…
23618page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
23619page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
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True[540.69, 763.81, 20.29, 6.99]24352435
24620section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
24621textbodyTruebodybody
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False[63.69, 114.31, 348.02, 19.88]machine, as this may cause errors or equipment failure. Additionally, avoid prolonged operation and allow the machine to cool down to prevent overheating.machine, as this may cause errors or equipment failure. Additionally, avoid prolonged operation and allow the machine to cool down to prevent overheating.
24622list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 137.37, 369.47, 31.41]Take the plastic jar out and observe slurry consistency. If necessary, add more NMP to adjust the viscosity, then return the slurry to the homogenizer and homogenize it for 8 min to complete the slurry preparation.Take the plastic jar out and observe slurry consistency. If necessary, add more NMP to adjust the viscosity, then return the slurry to the homogenizer and homogenize it for 8 min to complete the slurry preparation.
24623list_itemunknown_textFalsemediumoutside_body_flow_list_itemoutside_body_flow_list_item
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False[58.68, 172.11, 94.44, 7.64]◆ TROUBLESHOOTING◆ TROUBLESHOOTING
24624list_itembody_candidate_excludedFalsehighoutside_body_flow_body_candidateoutside_body_flow_body_candidate
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False[39.69, 183.5, 384.78, 31.41]Spray a small amount of anhydrous ethanol onto the surface, use a vacuum suction cup to adsorb the Al foil onto the coating machine and then wipe the surface of the Al foil with anhydrous ethanol to remove any adsorbed …Spray a small amount of anhydrous ethanol onto the surface, use a vacuum suction cup to adsorb the Al foil onto the coating machine and then wipe the surface of the Al foil with anhydrous ethanol to remove any adsorbed …
24625list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 218.09, 383.15, 42.94]In this protocol, a 200 μm coating scraper is typically used for applying the slurry to the aluminum foil. Position the coating scraper parallel to one end of the Al foil, then use the coating machine to push the scrape…In this protocol, a 200 μm coating scraper is typically used for applying the slurry to the aluminum foil. Position the coating scraper parallel to one end of the Al foil, then use the coating machine to push the scrape…
24626list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[58.68, 264.23, 367.15, 42.94]▲ CAUTION Operate it inside a fume hood to facilitate the extraction and adsorption of a large amount of volatile organic solvents. Always wear appropriate protective equipment when handling it, avoid contact with skin …▲ CAUTION Operate it inside a fume hood to facilitate the extraction and adsorption of a large amount of volatile organic solvents. Always wear appropriate protective equipment when handling it, avoid contact with skin …
24627section_headerbody_headingFalselowbody_headingbody_heading
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False[58.68, 310.5, 94.44, 7.63]◆ TROUBLESHOOTING◆ TROUBLESHOOTING
24628list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 321.89, 389.57, 42.94]Transfer the Al foil with the coated slurry into a vacuum blast oven and dry it at 90 °C for 8 h. 110. Clamp the Al foil coated with cathode material using weighing paper, and use a cutting machine to cut it into Φ12 di…Transfer the Al foil with the coated slurry into a vacuum blast oven and dry it at 90 °C for 8 h. 110. Clamp the Al foil coated with cathode material using weighing paper, and use a cutting machine to cut it into Φ12 di…
24629list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[58.68, 368.01, 344.89, 19.88]▲ CAUTION During the experiment, take care to avoid injuring your fingers with the cutting machine.▲ CAUTION During the experiment, take care to avoid injuring your fingers with the cutting machine.
24630list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.68, 391.07, 368.3, 19.88]Prepare the various components required for battery assembly and bring them into a glove box filled with argon to assemble the half cell.Prepare the various components required for battery assembly and bring them into a glove box filled with argon to assemble the half cell.
24631list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[58.68, 414.14, 368.91, 77.53]▲ CAUTION It is best to dry the items in a blast oven before bringing them into the glove box. Additionally, in order not to pollute the atmosphere inside the glovebox (H 2 O <0.01 ppm, O2 <0.01 ppm), any material which…▲ CAUTION It is best to dry the items in a blast oven before bringing them into the glove box. Additionally, in order not to pollute the atmosphere inside the glovebox (H 2 O <0.01 ppm, O2 <0.01 ppm), any material which…
24632list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 494.85, 373.19, 42.96]Use an analytical balance to weigh the mass of the cathode electrode sheet used in the battery assembly. Calculate the mass of the active material subtracting the mass of the empty aluminum foil and applying the specifi…Use an analytical balance to weigh the mass of the cathode electrode sheet used in the battery assembly. Calculate the mass of the active material subtracting the mass of the empty aluminum foil and applying the specifi…
24633list_itembody_candidate_excludedFalsehighoutside_body_flow_body_candidateoutside_body_flow_body_candidate
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False[39.69, 540.99, 377.18, 19.88]Place the negative electrode shell on the dust-free paper. Then, put in the Li metal sheet (Φ14) and use a pipette to add 25 μL of electrolyte.Place the negative electrode shell on the dust-free paper. Then, put in the Li metal sheet (Φ14) and use a pipette to add 25 μL of electrolyte.
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False[39.69, 564.05, 375.4, 19.88]Next, place a polypropylene diaphragm with a diameter of Φ16 and use a pipette to add 25 μL of electrolyte again.Next, place a polypropylene diaphragm with a diameter of Φ16 and use a pipette to add 25 μL of electrolyte again.
24635list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 587.11, 378.81, 31.41]Carefully position the cathode electrode sheet at the center of the diaphragm, then sequentially put in a Φ14 stainless-steel gasket and shrapnel. Finally, cover the assembly with the positive electrode shell.Carefully position the cathode electrode sheet at the center of the diaphragm, then sequentially put in a Φ14 stainless-steel gasket and shrapnel. Finally, cover the assembly with the positive electrode shell.
24636list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
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False[39.69, 621.69, 382.48, 42.19]Use insulated tweezers to place the assembled battery, with the negative electrode side facing up, onto the button battery sealing machine mold. Adjust the pressure (typically 800 Pa) and press for 5 s to complete the a…Use insulated tweezers to place the assembled battery, with the negative electrode side facing up, onto the button battery sealing machine mold. Adjust the pressure (typically 800 Pa) and press for 5 s to complete the a…
24637list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p24:page_body:left_crossing:white[255, 255, 255]
white
False[63.69, 656.31, 363.36, 54.47]CRITICAL STEP The pressing pressure depends on the model of the sealing machine and the appropriate pressure should be confirmed on the basis of experience. Excessive pressure may deform the battery or even cause a shor…CRITICAL STEP The pressing pressure depends on the model of the sealing machine and the appropriate pressure should be confirmed on the basis of experience. Excessive pressure may deform the battery or even cause a shor…
24638list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p24:bottom_margin:left_crossing:white[255, 255, 255]
white
False[39.69, 713.96, 374.15, 19.88]Remove the battery using insulated tweezers, check whether the assembly is complete and wipe off any excess electrolyte using dust-free paper.Remove the battery using insulated tweezers, check whether the assembly is complete and wipe off any excess electrolyte using dust-free paper.
24639page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p24:bottom_margin:left:white[255, 255, 255]
white
True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
24640page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p24:bottom_margin:right:white[255, 255, 255]
white
True[540.61, 763.81, 20.59, 6.99]24362436
25641section_headerbody_headingFalselowbody_headingbody_heading
p25:top_margin:left:white[255, 255, 255]
white
False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
25642section_headercaptionFalselowvisual_caption_headingvisual_caption_heading
p25:page_body:left_crossing:white[255, 255, 255]
white
False[39.69, 114.32, 270.18, 17.87]Table 4 | Basic parameter settings for electrochemical testing of different materials in this protocolTable 4 | Basic parameter settings for electrochemical testing of different materials in this protocol
25643textbodyTruebodybody
p25:page_body:left_crossing:white[255, 255, 255]
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False[39.69, 194.51, 297.24, 13.76]C-rate (C) is a standard unit that describes the charge or discharge current relative to the battery's nominal capacity.C-rate (C) is a standard unit that describes the charge or discharge current relative to the battery's nominal capacity.
25644list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p25:page_body:left_crossing:white[255, 255, 255]
white
False[39.69, 229.63, 389.98, 31.41]Take out the pressed button battery, check that the open circuit voltage is ~3.0 V and then place it with the negative electrode facing up for ~4 h to allow the electrolyte to thoroughly soak the electrode.Take out the pressed button battery, check that the open circuit voltage is ~3.0 V and then place it with the negative electrode facing up for ~4 h to allow the electrolyte to thoroughly soak the electrode.
25645list_itemunknown_textFalsemediumoutside_body_flow_list_itemoutside_body_flow_list_item
p25:page_body:left:white[253, 253, 254]
white
False[58.68, 264.37, 94.43, 7.63]◆ TROUBLESHOOTING◆ TROUBLESHOOTING
25646list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p25:page_body:left_crossing:white[255, 255, 255]
white
False[39.69, 275.76, 363.0, 19.88]Connect the assembled button cell to the external fixture of the battery test system, ensuring proper alignment and secure contact between the cell and the fixture.Connect the assembled button cell to the external fixture of the battery test system, ensuring proper alignment and secure contact between the cell and the fixture.
25647list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p25:page_body:left_crossing:white[255, 255, 255]
white
False[39.69, 298.82, 381.76, 42.94]Set the relevant parameters for the electrochemical performance test in the operation terminal on the basis of the characteristics of different cathode materials. These parameters include test type, voltage range, nomin…Set the relevant parameters for the electrochemical performance test in the operation terminal on the basis of the characteristics of different cathode materials. These parameters include test type, voltage range, nomin…
25648list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p25:page_body:left_crossing:white[255, 255, 255]
white
False[39.69, 344.93, 377.66, 19.88]Start the test and observe the electrochemical curves of half cells, assembled with different materials, during the first cycle of charge and discharge at low current density.Start the test and observe the electrochemical curves of half cells, assembled with different materials, during the first cycle of charge and discharge at low current density.
25649list_itemunknown_textFalsemediumoutside_body_flow_list_itemoutside_body_flow_list_item
p25:page_body:left:white[253, 253, 254]
white
False[58.68, 368.14, 94.43, 7.65]◆ TROUBLESHOOTING◆ TROUBLESHOOTING
25650list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p25:page_body:left_crossing:white[255, 255, 255]
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False[39.69, 379.55, 380.32, 19.88]Conduct long-term cycle tests and rate tests as required to evaluate the battery's service life and its ability to charge and discharge rapidly.Conduct long-term cycle tests and rate tests as required to evaluate the battery's service life and its ability to charge and discharge rapidly.
25651list_itembodyTruerecovered_body_outside_flowrecovered_body_outside_flow
p25:page_body:left_crossing:white[255, 255, 255]
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False[58.68, 402.61, 367.48, 42.94]▲ CRITICAL STEP Ensure that the entire testing process is conducted at a constant temperature (typically 25 °C or 30 °C) to facilitate the comparison for different materials. When necessary, adjust the temperature of th…▲ CRITICAL STEP Ensure that the entire testing process is conducted at a constant temperature (typically 25 °C or 30 °C) to facilitate the comparison for different materials. When necessary, adjust the temperature of th…
25652list_itemunknown_textFalsemediumoutside_body_flow_list_itemoutside_body_flow_list_item
p25:page_body:left:white[253, 253, 254]
white
False[58.69, 448.88, 94.43, 7.63]◆ TROUBLESHOOTING◆ TROUBLESHOOTING
25653section_headerbody_headingFalselowbody_headingbody_heading
p25:page_body:left:white[255, 255, 255]
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False[39.69, 482.79, 88.45, 9.84]TroubleshootingTroubleshooting
25654textbodyTruebodybody
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False[39.69, 517.93, 192.85, 8.35]Troubleshooting advice can be found in Table 5.Troubleshooting advice can be found in Table 5.
25655section_headercaptionFalselowvisual_caption_headingvisual_caption_heading
p25:page_body:left:white[255, 255, 255]
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False[39.69, 554.27, 106.67, 7.87]Table 5 | TroubleshootingTable 5 | Troubleshooting
25656page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p25:bottom_margin:left:white[255, 255, 255]
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
25657page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p25:bottom_margin:right:white[255, 255, 255]
white
True[541.21, 763.81, 19.77, 6.99]24372437
26658section_headerbody_headingFalselowbody_headingbody_heading
p26:top_margin:left:off_white[255, 255, 255]
off_white
False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
26659section_headerbody_headingFalselowbody_headingbody_heading
p26:page_body:left:off_white[255, 255, 255]
off_white
False[39.69, 114.31, 157.13, 7.87]Table 5 (continued) | TroubleshootingTable 5 (continued) | Troubleshooting
26660section_headerbody_headingFalselowbody_headingbody_heading
p26:page_body:left:off_white[255, 255, 255]
off_white
False[39.69, 632.71, 36.82, 9.84]TimingTiming
26661section_headerbody_headingFalselowbody_headingbody_heading
p26:page_body:left:off_white[255, 255, 255]
off_white
False[39.69, 667.31, 205.01, 9.04]Spent battery disassembly and pretreatmentSpent battery disassembly and pretreatment
26662textbodyTruebodybody
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False[39.69, 679.38, 387.48, 66.0]Step 1, gathering information: ~5 min (depends on the amount of data available before the spent battery is discarded) Steps 2-4, spent battery discharge: ~12 h Step 5-6, spent battery disassembly: 15 min Step 7, spent e…Step 1, gathering information: ~5 min (depends on the amount of data available before the spent battery is discarded) Steps 2-4, spent battery discharge: ~12 h Step 5-6, spent battery disassembly: 15 min Step 7, spent e…
26663page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p26:bottom_margin:left:off_white[255, 255, 255]
off_white
True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
26664page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p26:bottom_margin:right:off_white[255, 255, 255]
off_white
True[540.71, 763.81, 20.5, 6.99]24382438
27665section_headerbody_headingFalselowbody_headingbody_heading
p27:top_margin:left:white[255, 255, 255]
white
False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
27666textbodyTruebodybody
p27:page_body:left_crossing:white[255, 255, 255]
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False[39.69, 114.31, 389.91, 19.88]Step 8, separation of current collector and active material powder: 1 h (depends on the electrode type and separation method)Step 8, separation of current collector and active material powder: 1 h (depends on the electrode type and separation method)
27667textbodyTruebodybody
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False[39.69, 137.37, 227.65, 8.35]Steps 9-10, large particle screening and removal: 20 minSteps 9-10, large particle screening and removal: 20 min
27668textbodyTruebodybody
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False[39.69, 148.9, 212.55, 8.35]Steps 11-13, binder and some impurities removal: 9 hSteps 11-13, binder and some impurities removal: 9 h
27669textbodyTruebodybody
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False[39.69, 160.43, 169.96, 8.35]Steps 14-18, Al foil impurities removal: 9 hSteps 14-18, Al foil impurities removal: 9 h
27670section_headerbody_headingFalselowbody_headingbody_heading
p27:page_body:left:white[255, 255, 255]
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False[39.69, 182.96, 194.14, 9.04]Failure analysis of spent cathode materialsFailure analysis of spent cathode materials
27671textbodyTruebodybody
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False[39.69, 195.03, 178.96, 8.35]Steps 19-32, ICP-OES measurement: 90 minSteps 19-32, ICP-OES measurement: 90 min
27672textbodyTruebodybody
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False[39.69, 206.56, 161.21, 8.35]Steps 33-39, XRD measurement: 30 minSteps 33-39, XRD measurement: 30 min
27673textbodyTruebodybody
p27:page_body:left:white[255, 255, 255]
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False[39.69, 218.09, 207.56, 8.35]Steps 33-39, regeneration plan formulation: 10 minSteps 33-39, regeneration plan formulation: 10 min
27674textvisual_textFalselowvisual_textvisual_text
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False[39.69, 254.01, 5.44, 7.95]aa
27675textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[250, 250, 250]
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True[149.35, 254.01, 6.01, 7.95]bb
27676textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
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False[270.79, 254.01, 5.45, 7.95]cc
27677textvisual_textFalselowvisual_textvisual_text
p27:page_body:right_crossing:colored[127, 141, 161]
colored
True[288.72, 279.88, 74.12, 5.7]LMO cathode layer (~65LMO cathode layer (~65
27678textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[127, 143, 164]
colored
True[362.84, 279.83, 4.03, 6.03]µ
27679textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[112, 127, 146]
colored
True[366.87, 279.88, 8.01, 5.7]m)m)
27680captioncaptionFalselowoutside_body_flow_captionoutside_body_flow_caption
p27:page_body:left:white[255, 255, 255]
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False[55.23, 351.02, 67.46, 5.7]Spent 2 Ah pouch cellSpent 2 Ah pouch cell
27681captioncaptionFalselowoutside_body_flow_captionoutside_body_flow_caption
p27:page_body:left:white[255, 255, 255]
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False[160.69, 344.85, 86.54, 13.5]LMO cathode disassembled from spent pouch cellLMO cathode disassembled from spent pouch cell
27682textvisual_textFalselowvisual_textvisual_text
p27:page_body:right_crossing:colored[105, 121, 144]
colored
True[287.46, 348.08, 71.05, 5.7]Al foil current collectorAl foil current collector
27683textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
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True[39.69, 370.4, 6.0, 7.95]dd
27684textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
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False[149.35, 370.4, 5.62, 7.95]ee
27685textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[98, 122, 140]
colored
True[413.19, 385.51, 17.67, 4.82]CracksCracks
27686textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[99, 130, 148]
colored
True[479.68, 390.81, 39.23, 4.82]Broken particleBroken particle
27687textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:colored[122, 140, 158]
colored
True[203.67, 419.6, 23.38, 4.82]ResidualResidual
27688textvisual_textFalselowvisual_textvisual_text
p27:page_body:left_crossing:colored[110, 130, 148]
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True[283.7, 414.04, 17.67, 4.82]CracksCracks
27689textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:colored[112, 137, 143]
colored
True[164.75, 427.37, 25.83, 4.82]ImpuritiesImpurities
27690textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:gray[146, 156, 164]
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True[206.24, 426.2, 18.24, 4.82]binderbinder
27691textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[105, 128, 147]
colored
True[407.58, 426.49, 17.67, 4.82]CracksCracks
27692captioncaptionFalselowoutside_body_flow_captionoutside_body_flow_caption
p27:page_body:left:white[255, 255, 255]
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False[59.08, 464.78, 50.2, 13.5]Spent LMO cathode powderSpent LMO cathode powder
27693captioncaptionFalselowoutside_body_flow_captionoutside_body_flow_caption
p27:page_body:left:white[255, 255, 255]
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False[172.94, 464.78, 49.18, 13.5]Residual binder and impuritiesResidual binder and impurities
27694textvisual_textFalselowvisual_textvisual_text
p27:page_body:right_crossing:white[255, 255, 255]
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False[292.1, 472.58, 19.84, 5.7]crackscracks
27695textvisual_textFalselowvisual_textvisual_text
p27:page_body:right_crossing:white[255, 255, 255]
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False[293.21, 464.78, 17.61, 5.7]ShearShear
27696captioncaptionFalselowoutside_body_flow_captionoutside_body_flow_caption
p27:page_body:right:white[255, 255, 255]
white
False[385.77, 464.78, 41.31, 13.5]Intragranular cracksIntragranular cracks
27697captioncaptionFalselowoutside_body_flow_captionoutside_body_flow_caption
p27:page_body:right:white[255, 255, 255]
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False[497.62, 464.78, 26.42, 13.5]Broken particlesBroken particles
27698textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
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True[39.69, 494.74, 3.65, 7.95]ff
27699textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[254, 254, 254]
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False[99.48, 500.38, 20.56, 5.7]S-LMOS-LMO
27700textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:gray[245, 245, 245]
gray
False[173.04, 499.87, 25.25, 4.82]ObservedObserved
27701textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:gray[239, 239, 239]
gray
True[235.89, 496.74, 2.82, 7.95]ii
27702textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
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False[53.31, 505.47, 5.7, 43.04]Intensity (a.u.)Intensity (a.u.)
27703textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:off_white[246, 246, 246]
off_white
False[84.07, 509.27, 34.74, 4.82]Space group:Space group:
27704textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
white
False[118.81, 509.35, 7.94, 4.72]FdFd
27705textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:gray[215, 215, 215]
gray
True[126.75, 509.27, 3.32, 4.82]33
27706textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:gray[243, 243, 243]
gray
False[130.07, 509.35, 4.93, 4.72]mm
27707textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[252, 252, 252]
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False[173.04, 506.89, 28.1, 4.82]CalculatedCalculated
27708textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
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False[173.04, 513.9, 12.64, 4.82]ErrorError
27709textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:gray[239, 239, 239]
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False[173.04, 520.92, 37.59, 4.82]Bragg positionBragg position
27710textvisual_textFalselowvisual_textvisual_text
p27:page_body:right_crossing:colored[98, 126, 148]
colored
True[301.75, 533.34, 30.48, 5.7]StructuralStructural
27711textvisual_textFalselowvisual_textvisual_text
p27:page_body:right_crossing:colored[97, 123, 141]
colored
True[302.31, 541.14, 29.37, 5.7]distortiondistortion
27712textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[110, 149, 180]
colored
True[406.91, 539.38, 1.8, 5.7]II
27713textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:gray[212, 212, 212]
gray
True[442.77, 508.07, 1.8, 5.7]II
27714textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[138, 112, 96]
colored
True[445.39, 534.05, 10.11, 6.5]Mn 3Mn 3
27715textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[144, 117, 100]
colored
True[447.38, 540.65, 12.76, 4.82](103)(103)
27716textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[141, 115, 99]
colored
True[455.5, 534.05, 6.62, 6.5]O 4O 4
27717textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[117, 153, 180]
colored
True[504.21, 505.56, 45.8, 4.82]Li-deficient phaseLi-deficient phase
27718textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
white
True[58.63, 570.99, 5.94, 4.82]1010
27719textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[254, 254, 254]
white
False[80.9, 570.99, 6.79, 4.82]2020
27720textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:off_white[247, 247, 247]
off_white
False[103.42, 570.99, 7.07, 4.82]3030
27721textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
white
False[126.07, 570.99, 7.14, 4.82]4040
27722textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:off_white[246, 246, 246]
off_white
False[148.81, 570.99, 6.97, 4.82]5050
27723textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:gray[238, 238, 238]
gray
True[171.41, 570.99, 7.15, 4.82]6060
27724textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
white
False[194.32, 570.99, 6.63, 4.82]7070
27725textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:gray[245, 245, 245]
gray
True[216.78, 570.99, 7.08, 4.82]8080
27726textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:gray[136, 136, 136]
gray
True[441.37, 565.36, 3.6, 5.7]IIII
27727textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[118, 130, 152]
colored
True[472.73, 562.75, 12.33, 4.82]LiMnLiMn
27728textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[107, 118, 138]
colored
True[475.99, 569.35, 14.38, 4.82](040)(040)
27729textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[98, 108, 127]
colored
True[485.07, 566.18, 1.94, 3.07]22
27730textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[103, 114, 133]
colored
True[487.01, 562.75, 6.62, 6.5]O 4O 4
27731textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[122, 133, 141]
colored
True[502.64, 564.25, 36.74, 4.82]Regular phaseRegular phase
27732textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
white
True[132.85, 579.83, 3.6, 5.7]22
27733textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:gray[218, 218, 218]
gray
True[136.45, 579.93, 3.98, 5.58]θ
27734textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
white
False[140.43, 579.83, 8.68, 5.7](°)
27735textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[128, 141, 152]
colored
True[334.72, 584.71, 37.23, 5.7]degradationdegradation
27736textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[108, 126, 141]
colored
True[338.09, 576.91, 30.48, 5.7]StructuralStructural
27737textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:gray[239, 239, 239]
gray
True[39.69, 589.75, 5.99, 7.95]gg
27738textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
white
True[140.03, 589.75, 5.85, 7.95]hh
27739textvisual_textFalselowvisual_textvisual_text
p27:page_body:left_crossing:colored[109, 124, 134]
colored
True[284.27, 588.23, 3.6, 5.7]IIII
27740textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[249, 249, 249]
white
False[51.04, 597.99, 11.75, 4.82]0.550.55
27741textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[250, 250, 250]
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False[72.22, 602.65, 48.49, 4.82]Cathode electrodeCathode electrode
27742textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[249, 249, 249]
white
False[154.23, 602.42, 50.26, 4.82]Gr anode electrodeGr anode electrode
27743textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
white
False[40.61, 617.17, 5.71, 32.77]Li/Mn ratioLi/Mn ratio
27744textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
white
False[50.53, 620.22, 12.27, 4.82]0.500.50
27745textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:gray[245, 245, 245]
gray
False[50.88, 642.43, 11.92, 4.82]0.450.45
27746textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[254, 254, 254]
white
True[73.98, 611.52, 15.61, 4.82]0.5080.508
27747textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[254, 254, 254]
white
False[101.64, 638.64, 14.97, 4.82]0.4470.447
27748textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
white
True[140.96, 609.16, 5.71, 43.04]Intensity (a.u.)Intensity (a.u.)
27749textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[127, 140, 151]
colored
True[382.49, 607.48, 5.4, 5.7]IIIIII
27750textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:gray[193, 193, 193]
gray
True[441.11, 626.41, 5.4, 5.7]IIIIII
27751textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[116, 127, 148]
colored
True[473.47, 624.11, 12.33, 4.82]LiMnLiMn
27752textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[109, 120, 141]
colored
True[476.72, 630.71, 14.38, 4.82](040)(040)
27753textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[82, 90, 105]
colored
True[485.8, 627.54, 1.94, 3.07]22
27754textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[104, 114, 133]
colored
True[487.74, 624.11, 6.62, 6.5]O 4O 4
27755textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[101, 131, 153]
colored
True[503.89, 623.21, 32.94, 4.82]Li-rich phaseLi-rich phase
27756textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[253, 253, 253]
white
False[50.36, 664.66, 12.44, 4.82]0.400.40
27757textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[249, 249, 249]
white
False[155.25, 668.26, 10.2, 4.82]664664
27758textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
white
False[155.34, 652.84, 9.45, 4.82]MnMn
27759textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:gray[242, 242, 242]
gray
False[164.79, 652.92, 6.5, 4.72]2p2p
27760textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:gray[235, 235, 235]
gray
True[175.89, 668.26, 10.04, 4.82]656656
27761textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
white
True[196.41, 668.26, 10.14, 4.82]648648
27762textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[250, 250, 250]
white
False[216.75, 668.26, 10.54, 4.82]640640
27763textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:gray[171, 174, 177]
gray
True[261.25, 662.51, 20.56, 5.7]S-LMOS-LMO
27764textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:gray[159, 162, 164]
gray
True[358.53, 662.73, 30.02, 5.7]mismatchmismatch
27765textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:gray[155, 157, 159]
gray
True[363.21, 654.93, 20.66, 5.7]LatticeLattice
27766textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:gray[130, 139, 126]
gray
True[442.63, 659.27, 4.33, 4.82]LiLi
27767textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:gray[89, 95, 86]
gray
True[446.97, 662.7, 1.94, 3.07]22
27768textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:gray[132, 140, 127]
gray
True[447.38, 665.87, 13.34, 4.82](022)(022)
27769textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:gray[130, 138, 130]
gray
True[448.9, 659.27, 9.94, 6.5]Mn 2Mn 2
27770textvisual_textFalselowvisual_textvisual_text
p27:page_body:right:colored[109, 123, 131]
colored
True[458.84, 659.27, 6.62, 6.5]O 4O 4
27771textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
white
False[56.27, 671.83, 30.49, 30.49]CommercialCommercial
27772textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
white
False[96.89, 671.32, 16.78, 16.78]SpentSpent
27773textvisual_textFalselowvisual_textvisual_text
p27:page_body:left:white[255, 255, 255]
white
False[162.43, 678.42, 60.09, 5.7]Binding energy (eV)Binding energy (eV)
27774captioncaptionFalselowoutside_body_flow_captionoutside_body_flow_caption
p27:bottom_margin:left_crossing:white[255, 255, 255]
white
False[39.67, 708.46, 247.3, 36.51]Fig. 3 | Failure analysis of spent cathode materials. a , b , Digital photos of the S-LMO pouch cell ( a ) and electrodes ( b ). c , An SEM image of the cross section of S-LMO electrode (scale bar, 2 μm). d , A digital …Fig. 3 | Failure analysis of spent cathode materials. a , b , Digital photos of the S-LMO pouch cell ( a ) and electrodes ( b ). c , An SEM image of the cross section of S-LMO electrode (scale bar, 2 μm). d , A digital …
27775captioncaptionFalselowdocling_captiondocling_caption
p27:bottom_margin:right_crossing:white[255, 255, 255]
white
False[306.46, 708.47, 252.55, 36.51]to right: scale bars, 2 μm, 300 nm, 1 μm and 500 nm, respectively). f , Rietveld refinement of XRD pattern of S-LMO. g , A comparison of Li content in S-LMO and C-LMO analyzed via ICP-OES. h , Mn 2 p XPS spectra collect…to right: scale bars, 2 μm, 300 nm, 1 μm and 500 nm, respectively). f , Rietveld refinement of XRD pattern of S-LMO. g , A comparison of Li content in S-LMO and C-LMO analyzed via ICP-OES. h , Mn 2 p XPS spectra collect…
27776page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p27:bottom_margin:left:white[255, 255, 255]
white
True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
27777page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p27:bottom_margin:right:white[255, 255, 255]
white
True[540.34, 763.81, 20.64, 6.99]24392439
28778section_headerbody_headingFalselowbody_headingbody_heading
p28:body_region:0p28:top_margin:left:white[255, 255, 255]
white
False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
28779textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:white[255, 255, 255]
white
False[39.69, 115.15, 5.44, 7.95]aa
28780textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:white[255, 255, 255]
white
True[221.87, 115.15, 6.01, 7.95]bb
28781textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right:white[255, 255, 255]
white
False[401.66, 114.85, 5.45, 7.95]cc
28782textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:white[255, 255, 255]
white
False[80.99, 130.92, 30.89, 5.7]R-LMO-SSR-LMO-SS
28783textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:white[255, 255, 255]
white
False[147.23, 127.22, 29.84, 5.7]ObservedObserved
28784textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:white[255, 255, 255]
white
False[147.23, 135.07, 33.22, 5.7]CalculatedCalculated
28785textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left_crossing:white[255, 255, 255]
white
False[262.59, 130.81, 30.21, 5.7]R-LMO-JHR-LMO-JH
28786textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right:white[255, 255, 255]
white
False[328.5, 127.11, 29.84, 5.7]ObservedObserved
28787textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right:white[255, 255, 255]
white
False[328.5, 134.97, 33.21, 5.7]CalculatedCalculated
28788textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:white[255, 255, 255]
white
False[434.1, 129.81, 30.89, 5.7]R-LMO-SSR-LMO-SS
28789textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:white[255, 255, 255]
white
False[147.23, 142.92, 14.94, 5.7]ErrorError
28790textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right:white[255, 255, 255]
white
False[328.5, 142.82, 14.94, 5.7]ErrorError
28791textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:white[255, 255, 255]
white
False[434.1, 138.63, 30.21, 5.7]R-LMO-JHR-LMO-JH
28792textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:white[250, 250, 250]
white
False[71.42, 150.19, 36.2, 4.82]Space group:Space group:
28793textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:gray[234, 234, 234]
gray
False[107.62, 150.27, 6.48, 4.72]FdFd
28794textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:gray[215, 215, 215]
gray
True[114.1, 150.19, 3.32, 4.82]33
28795textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:white[254, 254, 254]
white
False[117.42, 150.27, 4.93, 4.72]mm
28796textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:white[255, 255, 255]
white
False[147.23, 150.77, 44.43, 5.7]Bragg positionBragg position
28797textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left_crossing:white[250, 250, 250]
white
False[252.02, 150.19, 34.74, 4.82]Space group:Space group:
28798textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left_crossing:white[255, 255, 255]
white
False[286.76, 150.27, 7.94, 4.72]FdFd
28799textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left_crossing:gray[211, 211, 211]
gray
True[294.7, 150.19, 3.32, 4.82]33
28800textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right_crossing:gray[243, 243, 243]
gray
False[298.02, 150.27, 4.93, 4.72]mm
28801textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right:white[254, 254, 254]
white
False[328.5, 150.67, 44.43, 5.7]Bragg positionBragg position
28802textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:white[255, 255, 255]
white
False[40.61, 158.83, 5.71, 43.04]Intensity (a.u.)Intensity (a.u.)
28803textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:white[255, 255, 255]
white
False[222.8, 158.72, 5.71, 43.04]Intensity (a.u.)Intensity (a.u.)
28804textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right:white[255, 255, 255]
white
False[402.58, 156.93, 5.71, 43.04]Intensity (a.u.)Intensity (a.u.)
28805textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:white[254, 254, 254]
white
False[493.92, 193.19, 4.05, 5.58]gg
28806textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:white[255, 255, 255]
white
False[497.97, 193.09, 24.8, 5.7]= 2.003= 2.003
28807textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:gray[227, 227, 227]
gray
False[46.79, 244.9, 5.94, 4.82]1010
28808textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:gray[222, 222, 222]
gray
False[66.88, 244.9, 6.79, 4.82]2020
28809textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:gray[231, 231, 231]
gray
False[87.27, 244.9, 7.07, 4.82]3030
28810textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:white[253, 253, 253]
white
False[107.76, 244.9, 7.14, 4.82]4040
28811textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:white[248, 248, 248]
white
False[128.37, 244.9, 6.97, 4.82]5050
28812textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:gray[230, 230, 230]
gray
True[148.81, 244.9, 7.15, 4.82]6060
28813textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:white[248, 248, 248]
white
False[169.59, 244.9, 6.63, 4.82]7070
28814textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:gray[234, 234, 234]
gray
False[189.89, 244.9, 7.08, 4.82]8080
28815textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:white[255, 255, 255]
white
False[228.4, 244.9, 5.94, 4.82]1010
28816textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:gray[245, 245, 245]
gray
False[248.51, 244.9, 6.79, 4.82]2020
28817textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:gray[215, 215, 215]
gray
True[268.88, 244.9, 7.07, 4.82]3030
28818textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left_crossing:white[254, 254, 254]
white
False[289.38, 244.9, 7.14, 4.82]4040
28819textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right:gray[228, 228, 228]
gray
False[309.97, 244.9, 6.97, 4.82]5050
28820textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right:gray[234, 234, 234]
gray
False[330.42, 244.9, 7.15, 4.82]6060
28821textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right:white[254, 254, 254]
white
False[351.19, 244.9, 6.63, 4.82]7070
28822textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right:gray[218, 218, 218]
gray
True[371.5, 244.9, 7.08, 4.82]8080
28823textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:white[251, 251, 251]
white
True[417.97, 245.58, 10.49, 4.82]1.981.98
28824textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:gray[225, 225, 225]
gray
True[442.12, 245.58, 10.57, 4.82]1.991.99
28825textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:white[248, 248, 248]
white
False[465.5, 245.58, 12.09, 4.82]2.002.00
28826textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:white[248, 248, 248]
white
False[490.45, 245.58, 10.54, 4.82]2.012.01
28827textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:off_white[247, 247, 247]
off_white
False[514.16, 245.58, 11.38, 4.82]2.022.02
28828textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:off_white[247, 247, 247]
off_white
False[538.19, 245.58, 11.67, 4.82]2.032.03
28829textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:white[255, 255, 255]
white
False[113.47, 254.51, 3.6, 5.7]22
28830textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:gray[238, 238, 238]
gray
True[117.07, 254.61, 3.98, 5.58]θ
28831textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:white[255, 255, 255]
white
False[121.06, 254.51, 8.68, 5.7](°)
28832textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left_crossing:white[255, 255, 255]
white
False[295.08, 255.32, 3.6, 5.7]22
28833textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right_crossing:gray[215, 215, 215]
gray
True[298.68, 255.42, 3.98, 5.58]θ
28834textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right_crossing:white[255, 255, 255]
white
True[302.67, 255.32, 8.68, 5.7](°)
28835textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:white[254, 254, 254]
white
False[471.01, 255.13, 4.05, 5.58]gg
28836textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:white[255, 255, 255]
white
False[475.05, 255.04, 21.16, 5.7]FactorFactor
28837textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:white[255, 255, 255]
white
True[39.69, 270.92, 6.0, 7.95]dd
28838textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right_crossing:white[255, 255, 255]
white
False[305.81, 270.92, 5.62, 7.95]ee
28839textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:gray[148, 148, 148]
gray
True[198.41, 280.72, 1.8, 5.7]II
28840textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:colored[87, 99, 110]
colored
True[221.81, 284.58, 13.36, 3.95]SpinelSpinel
28841textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left_crossing:colored[117, 127, 138]
colored
True[245.99, 280.34, 44.05, 3.95]Regular spinel phaseRegular spinel phase
28842textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:gray[200, 200, 200]
gray
True[465.41, 280.72, 1.8, 5.7]II
28843textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:colored[106, 121, 134]
colored
True[490.89, 286.65, 13.36, 3.95]SpinelSpinel
28844textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:colored[111, 127, 142]
colored
True[513.34, 280.4, 44.06, 3.95]Regular spinel phaseRegular spinel phase
28845textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:gray[220, 223, 225]
gray
True[99.47, 295.23, 1.8, 5.7]II
28846textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:colored[89, 101, 113]
colored
True[198.03, 303.72, 13.36, 3.95]SpinelSpinel
28847textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:colored[110, 126, 141]
colored
True[224.35, 289.98, 8.28, 3.95](111)(111)
28848textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right:gray[150, 154, 157]
gray
True[346.71, 299.47, 5.4, 5.7]IIIIII
28849textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right:gray[170, 175, 178]
gray
True[377.56, 300.57, 66.66, 5.7]Uniformly distributedUniformly distributed
28850textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:colored[105, 124, 141]
colored
True[469.66, 298.36, 13.36, 3.95]SpinelSpinel
28851textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:colored[101, 119, 134]
colored
True[470.58, 303.76, 11.52, 3.95](002)(002)
28852textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:colored[107, 121, 135]
colored
True[493.43, 292.05, 8.28, 3.95](111)(111)
28853textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:colored[105, 119, 132]
colored
True[198.94, 309.12, 11.52, 3.95](002)(002)
28854textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right:gray[173, 178, 182]
gray
True[379.9, 308.37, 62.0, 5.7]regular spinel phaseregular spinel phase
28855textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:colored[130, 141, 152]
colored
True[95.83, 332.24, 66.66, 5.7]Uniformly distributedUniformly distributed
28856textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:gray[176, 176, 176]
gray
True[198.41, 325.7, 3.6, 5.7]IIII
28857textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:colored[101, 115, 127]
colored
True[222.39, 328.71, 13.36, 3.95]SpinelSpinel
28858textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:colored[99, 113, 125]
colored
True[224.92, 334.11, 8.28, 3.95](111)(111)
28859textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left_crossing:colored[119, 131, 140]
colored
True[245.98, 324.8, 44.05, 3.95]Regular spinel phaseRegular spinel phase
28860textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:gray[136, 136, 136]
gray
True[465.41, 325.69, 3.6, 5.7]IIII
28861textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:colored[88, 100, 111]
colored
True[491.39, 330.53, 13.36, 3.95]SpinelSpinel
28862textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:colored[108, 123, 137]
colored
True[493.92, 335.93, 8.28, 3.95](111)(111)
28863textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:colored[113, 136, 153]
colored
True[513.34, 324.85, 44.06, 3.95]Regular spinel phaseRegular spinel phase
28864textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:gray[149, 156, 159]
gray
True[64.58, 353.87, 5.4, 5.7]IIIIII
28865textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:gray[137, 148, 154]
gray
True[98.16, 340.04, 62.0, 5.7]regular spinel phaseregular spinel phase
28866textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:colored[89, 101, 112]
colored
True[198.51, 349.92, 13.36, 3.95]SpinelSpinel
28867textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:colored[91, 104, 115]
colored
True[199.43, 355.32, 11.52, 3.95](002)(002)
28868textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:gray[158, 167, 174]
gray
True[433.99, 350.94, 3.6, 5.7]IIII
28869textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:colored[97, 112, 129]
colored
True[467.13, 342.36, 13.36, 3.95]SpinelSpinel
28870textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:colored[102, 120, 133]
colored
True[468.05, 347.76, 11.52, 3.95](002)(002)
28871textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:colored[112, 125, 134]
colored
True[155.31, 371.09, 3.6, 5.7]IIII
28872textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:gray[200, 200, 200]
gray
True[198.41, 370.63, 5.4, 5.7]IIIIII
28873textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:colored[104, 118, 131]
colored
True[222.85, 374.5, 13.36, 3.95]SpinelSpinel
28874textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left_crossing:colored[114, 131, 144]
colored
True[245.99, 369.52, 44.05, 3.95]Regular spinel phaseRegular spinel phase
28875textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right:gray[162, 168, 173]
gray
True[345.29, 368.07, 41.17, 5.7]stacking faultstacking fault
28876textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right:gray[164, 168, 172]
gray
True[356.06, 360.27, 19.63, 5.7]SlightSlight
28877textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:gray[143, 143, 143]
gray
True[465.41, 370.63, 5.4, 5.7]IIIIII
28878textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:colored[89, 101, 112]
colored
True[491.17, 374.58, 13.36, 3.95]SpinelSpinel
28879textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:colored[119, 135, 147]
colored
True[513.34, 369.58, 44.06, 3.95]Regular spinel phaseRegular spinel phase
28880textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:colored[108, 124, 140]
colored
True[225.39, 379.9, 8.28, 3.95](111)(111)
28881textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right:gray[206, 209, 212]
gray
True[327.32, 382.92, 1.8, 5.7]II
28882textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:colored[100, 117, 131]
colored
True[467.87, 387.02, 13.36, 3.95]SpinelSpinel
28883textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:colored[101, 115, 128]
colored
True[493.7, 379.98, 8.28, 3.95](111)(111)
28884textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:colored[114, 151, 178]
colored
True[51.45, 398.19, 30.89, 5.7]R-LMO-SSR-LMO-SS
28885textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:colored[84, 96, 111]
colored
True[200.6, 395.0, 13.36, 3.95]SpinelSpinel
28886textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:left:colored[100, 114, 126]
colored
True[201.52, 400.4, 11.52, 3.95](002)(002)
28887textvisual_textFalselowvisual_textvisual_text
p28:body_region:0p28:page_body:right:gray[175, 179, 182]
gray
True[317.07, 398.62, 30.21, 5.7]R-LMO-JHR-LMO-JH
28888textvisual_textFalselowvisual_textvisual_text
p28:page_body:right:colored[107, 125, 139]
colored
True[468.79, 392.42, 11.52, 3.95](002)(002)
28889captioncaptionFalselowoutside_body_flow_captionoutside_body_flow_caption
p28:body_region:0p28:page_body:left_crossing:white[255, 255, 255]
white
False[39.68, 416.02, 251.94, 26.5]Fig. 4 | Structural characterization of regenerated LiMn 2O4 cathode materials. a , b , Rietveld refinement of XRD patterns of R-LMO-SS ( a ) and R-LMOJH ( b ) (insets, SEM images of R-LMO-SS ( a ) and R-LMO-JH ( b ); s…Fig. 4 | Structural characterization of regenerated LiMn 2O4 cathode materials. a , b , Rietveld refinement of XRD patterns of R-LMO-SS ( a ) and R-LMOJH ( b ) (insets, SEM images of R-LMO-SS ( a ) and R-LMO-JH ( b ); s…
28890captioncaptionFalselowdocling_captiondocling_caption
p28:page_body:right_crossing:white[255, 255, 255]
white
False[306.47, 416.02, 245.51, 16.5]( a ) and 200 nm ( b )). c , EPR spectrums of R-LMO-SS and R-LMO-JH. d , e , HRTEM analysis of R-LMO-SS ( d ) and R-LMO-JH ( e ) (scale bars ( d , e ), 5 nm).( a ) and 200 nm ( b )). c , EPR spectrums of R-LMO-SS and R-LMO-JH. d , e , HRTEM analysis of R-LMO-SS ( d ) and R-LMO-JH ( e ) (scale bars ( d , e ), 5 nm).
28891section_headerbody_headingFalselowbody_headingbody_heading
p28:body_region:0p28:page_body:left_crossing:white[255, 255, 255]
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False[39.69, 471.26, 280.56, 9.04]Direct regeneration and upcycling of spent cathode materialsDirect regeneration and upcycling of spent cathode materials
28892textbodyTruebodybody
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False[39.69, 483.33, 308.55, 8.35]Steps 41-49 or Steps 57 or Steps 72 or Steps 75, raw material ball milling: 4.5 hSteps 41-49 or Steps 57 or Steps 72 or Steps 75, raw material ball milling: 4.5 h
28893textbodyTruebodybody
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False[39.69, 494.86, 214.82, 8.35]Steps 50-56, solid-phase sintering regeneration: 28 hSteps 50-56, solid-phase sintering regeneration: 28 h
28894textbodyTruebodybody
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False[39.69, 506.39, 252.85, 8.35]Steps 58-70, Joule heat-assisted ultrafast regeneration: 20 minSteps 58-70, Joule heat-assisted ultrafast regeneration: 20 min
28895textbodyTruebodybody
p28:body_region:0p28:page_body:left_crossing:white[255, 255, 255]
white
False[39.69, 517.92, 375.74, 19.89]Step 73, directly upcycle the spent LiMn 2 O4 into high-voltage cathode material LiNi 0.5 Mn1.5 O4: 20 minStep 73, directly upcycle the spent LiMn 2 O4 into high-voltage cathode material LiNi 0.5 Mn1.5 O4: 20 min
28896textbodyTruebodybody
p28:body_region:0p28:page_body:left_crossing:white[255, 255, 255]
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False[39.68, 540.99, 338.38, 20.95]Steps 76, directly upcycle the spent LiMn 2 O4 into Li-rich Mn-based cathode material Li 1.2 Ni0.2 Mn0.6 O2: 20 minSteps 76, directly upcycle the spent LiMn 2 O4 into Li-rich Mn-based cathode material Li 1.2 Ni0.2 Mn0.6 O2: 20 min
28897section_headerbody_headingFalselowbody_headingbody_heading
p28:body_region:0p28:page_body:left:white[255, 255, 255]
white
False[39.69, 575.05, 218.45, 9.04]Regenerated cathode material characterizationRegenerated cathode material characterization
28898textbodyTruebodybody
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False[39.69, 587.12, 159.89, 8.35]Step 77, ICP-OES measurement: 90 minStep 77, ICP-OES measurement: 90 min
28899textbodyTruebodybody
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False[39.69, 598.65, 142.6, 8.35]Step 78, XRD measurement: 30 minStep 78, XRD measurement: 30 min
28900textbodyTruebodybody
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False[39.69, 610.18, 144.33, 8.35]Steps 79-87, SEM measurement: 2 hSteps 79-87, SEM measurement: 2 h
28901textbodyTruebodybody
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False[39.69, 621.71, 354.65, 8.35]Steps 88-96, TEM measurement: 2.5 h (depends on the specific measurement situation)Steps 88-96, TEM measurement: 2.5 h (depends on the specific measurement situation)
28902textbodyTruebodybody
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False[39.69, 633.24, 144.88, 8.35]Steps 97-101, EPR measurement: 1 hSteps 97-101, EPR measurement: 1 h
28903section_headerbody_headingFalselowbody_headingbody_heading
p28:body_region:0p28:page_body:left:white[255, 255, 255]
white
True[39.69, 655.77, 192.77, 9.04]Electrochemical performance verificationElectrochemical performance verification
28904textbodyTruebodybody
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False[39.69, 667.85, 151.52, 8.35]Steps 102-106, slurry preparation: 1 hSteps 102-106, slurry preparation: 1 h
28905textbodyTruebodybody
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False[39.69, 679.38, 144.6, 8.35]Steps 107-108, slurry coating: 5 minSteps 107-108, slurry coating: 5 min
28906textbodyTruebodybody
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False[39.69, 690.9, 122.35, 8.35]Step 109, electrode drying: 8 hStep 109, electrode drying: 8 h
28907textbodyTruebodybody
p28:body_region:0p28:page_body:left:white[255, 255, 255]
white
False[39.69, 702.43, 138.99, 8.35]Step 110, electrode cutting: 10 minStep 110, electrode cutting: 10 min
28908textbodyTruebodybody
p28:body_region:0p28:page_body:left:white[255, 255, 255]
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False[39.69, 713.96, 162.1, 8.35]Steps 111-118, half-cell assembly: 30 minSteps 111-118, half-cell assembly: 30 min
28909textbodyTruebodybody
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False[39.69, 725.49, 377.89, 8.35]Steps 119-122, electrochemical performance test: 30-40 d (depends on the material type andSteps 119-122, electrochemical performance test: 30-40 d (depends on the material type and
28910textbodyTruebodybody
p28:body_region:0p28:bottom_margin:left:white[255, 255, 255]
white
False[39.69, 737.02, 53.78, 8.35]the test type)the test type)
28911page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p28:body_region:0p28:bottom_margin:left:white[255, 255, 255]
white
True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
28912page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p28:bottom_margin:right:white[255, 255, 255]
white
True[539.9, 763.81, 21.3, 6.99]24402440
29913section_headerbody_headingFalselowbody_headingbody_heading
p29:body_region:0p29:top_margin:left:white[255, 255, 255]
white
False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
29914textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[255, 255, 255]
white
False[39.69, 115.06, 5.44, 7.95]aa
29915textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[251, 251, 251]
white
False[50.35, 121.5, 8.19, 4.82]4.54.5
29916textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[255, 255, 255]
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False[123.34, 124.67, 52.42, 5.7]LMO || Li half cellLMO || Li half cell
29917textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[255, 255, 255]
white
True[228.21, 114.85, 6.01, 7.95]bb
29918textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right_crossing:white[255, 255, 255]
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False[289.14, 123.56, 71.82, 5.7]LMO || Li half cell 30 °CLMO || Li half cell 30 °C
29919textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[255, 255, 255]
white
False[40.61, 155.94, 5.7, 33.83]Voltage (V)Voltage (V)
29920textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[255, 255, 255]
white
False[49.85, 152.14, 8.7, 4.82]4.04.0
29921textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[250, 250, 250]
white
False[50.42, 182.79, 8.12, 4.82]3.53.5
29922textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[255, 255, 255]
white
False[124.43, 132.47, 50.25, 5.7]30 °C rate: 0.1 C30 °C rate: 0.1 C
29923textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[255, 255, 255]
white
False[131.71, 175.82, 20.57, 5.7]S-LMOS-LMO
29924textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[255, 255, 255]
white
False[131.71, 184.79, 30.91, 5.7]R-LMO-SSR-LMO-SS
29925textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[255, 255, 255]
white
False[131.71, 193.77, 30.23, 5.7]R-LMO-JHR-LMO-JH
29926textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[254, 254, 254]
white
False[232.14, 133.33, 5.7, 79.29]Specific capacity (mAh/g)Specific capacity (mAh/g)
29927textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:gray[240, 240, 240]
gray
False[242.88, 130.68, 9.14, 4.82]150150
29928textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[255, 255, 255]
white
False[243.06, 148.53, 8.96, 4.82]120120
29929textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:gray[229, 229, 229]
gray
False[244.87, 166.37, 7.15, 4.82]9090
29930textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:gray[234, 234, 234]
gray
False[244.88, 184.22, 7.14, 4.82]6060
29931textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:gray[242, 242, 242]
gray
False[244.96, 202.07, 7.06, 4.82]3030
29932textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[255, 255, 255]
white
False[263.07, 139.19, 12.9, 4.82]0.1 C0.1 C
29933textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left_crossing:white[255, 255, 255]
white
False[283.1, 140.39, 13.93, 4.82]0.5 C0.5 C
29934textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left_crossing:white[255, 255, 255]
white
False[285.93, 165.99, 20.46, 5.7]S-LMOS-LMO
29935textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right_crossing:white[255, 255, 255]
white
False[285.93, 174.77, 30.86, 5.7]R-LMO-SSR-LMO-SS
29936textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right_crossing:white[255, 255, 255]
white
False[285.93, 183.54, 30.22, 5.7]R-LMO-JHR-LMO-JH
29937textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right_crossing:white[255, 255, 255]
white
False[297.14, 131.36, 55.84, 5.7]voltage: 3.0-4.5 Vvoltage: 3.0-4.5 V
29938textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right_crossing:white[255, 255, 255]
white
False[303.67, 142.14, 7.64, 4.82]1 C1 C
29939textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right:white[255, 255, 255]
white
False[323.55, 146.77, 8.49, 4.82]2 C2 C
29940textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right:white[251, 251, 251]
white
False[342.89, 158.1, 8.67, 4.82]5 C5 C
29941textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right:white[255, 255, 255]
white
True[362.0, 171.74, 11.35, 4.82]10 C10 C
29942textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right:white[255, 255, 255]
white
False[384.09, 142.54, 7.64, 4.82]1 C1 C
29943textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[254, 254, 254]
white
False[49.92, 213.44, 8.62, 4.82]3.03.0
29944textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[248, 248, 248]
white
False[248.27, 219.92, 3.75, 4.82]00
29945textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[248, 248, 248]
white
False[70.3, 233.56, 3.75, 4.82]00
29946textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:gray[242, 242, 242]
gray
False[95.07, 233.56, 7.08, 4.82]3030
29947textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:gray[230, 230, 230]
gray
True[121.44, 233.56, 7.16, 4.82]6060
29948textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:gray[223, 223, 223]
gray
False[147.85, 233.56, 7.17, 4.82]9090
29949textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:gray[202, 202, 202]
gray
True[173.33, 233.56, 9.0, 4.82]120120
29950textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[251, 251, 251]
white
False[199.65, 233.56, 9.19, 4.82]150150
29951textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:gray[243, 243, 243]
gray
True[254.87, 232.81, 3.75, 4.82]00
29952textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:gray[238, 238, 238]
gray
False[274.87, 232.81, 3.4, 4.82]44
29953textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left_crossing:gray[202, 202, 202]
gray
False[294.8, 232.81, 3.34, 4.82]88
29954textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right:white[255, 255, 255]
white
False[313.69, 232.81, 5.23, 4.82]1212
29955textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right:gray[223, 223, 223]
gray
True[333.42, 232.81, 5.58, 4.82]1616
29956textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right:gray[240, 240, 240]
gray
False[352.64, 232.81, 6.78, 4.82]2020
29957textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right:gray[239, 239, 239]
gray
True[372.64, 232.81, 6.43, 4.82]2424
29958textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right:gray[243, 243, 243]
gray
True[392.58, 232.81, 6.37, 4.82]2828
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False[94.36, 242.38, 81.01, 5.7]Specific capacity (mAh/g)Specific capacity (mAh/g)
29960textvisual_textFalselowvisual_textvisual_text
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False[307.23, 243.06, 42.96, 5.7]Cycle numberCycle number
29961textvisual_textFalselowvisual_textvisual_text
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False[39.69, 257.85, 5.45, 7.95]cc
29962textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[248, 248, 248]
white
False[58.38, 268.08, 9.2, 4.82]150150
29963textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right:gray[231, 233, 243]
gray
False[377.48, 268.3, 9.72, 4.82]100100
29964textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[255, 255, 255]
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False[48.15, 272.31, 5.7, 79.29]Specific capacity (mAh/g)Specific capacity (mAh/g)
29965textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:gray[240, 240, 240]
gray
False[58.56, 285.94, 9.02, 4.82]120120
29966textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[254, 254, 254]
white
False[60.4, 303.79, 7.18, 4.82]9090
29967textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:gray[244, 244, 244]
gray
False[60.41, 321.64, 7.17, 4.82]6060
29968textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:off_white[246, 246, 246]
off_white
False[60.49, 339.5, 7.09, 4.82]3030
29969textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[255, 255, 255]
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False[136.02, 306.99, 20.5, 5.7]S-LMOS-LMO
29970textvisual_textFalselowvisual_textvisual_text
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False[136.02, 318.28, 30.88, 5.7]R-LMO-SSR-LMO-SS
29971textvisual_textFalselowvisual_textvisual_text
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False[136.02, 329.57, 30.22, 5.7]R-LMO-JHR-LMO-JH
29972textvisual_textFalselowvisual_textvisual_text
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False[261.56, 325.2, 83.5, 5.7]Rate: 1 C voltage: 3.0-4.5 VRate: 1 C voltage: 3.0-4.5 V
29973textvisual_textFalselowvisual_textvisual_text
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False[267.57, 317.4, 71.48, 5.7]LMO || Li half cell 30 °CLMO || Li half cell 30 °C
29974textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right:white[251, 252, 253]
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False[338.08, 282.91, 18.3, 5.7]89.7%89.7%
29975textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right:off_white[240, 249, 248]
off_white
False[339.25, 306.11, 18.82, 5.7]84.3%84.3%
29976textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right:gray[224, 226, 240]
gray
False[377.48, 298.05, 3.75, 4.82]00
29977textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right:white[255, 255, 255]
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False[391.08, 273.99, 5.71, 75.92]Coulombic efficiency (%)Coulombic efficiency (%)
29978textvisual_textFalselowvisual_textvisual_text
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False[63.83, 357.35, 3.75, 4.82]00
29979textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:gray[243, 243, 243]
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True[72.09, 365.31, 3.75, 4.82]00
29980textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:gray[237, 237, 237]
gray
False[119.29, 365.31, 6.99, 4.82]5050
29981textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:gray[219, 219, 219]
gray
True[166.74, 365.31, 9.72, 4.82]100100
29982textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:gray[239, 239, 239]
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False[215.82, 365.31, 9.2, 4.82]150150
29983textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[248, 248, 248]
white
False[263.95, 365.31, 10.57, 4.82]200200
29984textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right:gray[229, 229, 229]
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False[313.02, 365.31, 10.06, 4.82]250250
29985textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:right:gray[228, 228, 228]
gray
False[361.44, 365.31, 10.85, 4.82]300300
29986textvisual_textFalselowvisual_textvisual_text
p29:body_region:0p29:page_body:left:white[255, 255, 255]
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False[200.74, 375.23, 43.26, 5.7]Cycle numberCycle number
29987captioncaptionFalselowoutside_body_flow_captionoutside_body_flow_caption
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False[39.68, 387.25, 373.59, 26.5]Fig. 5 | Electrochemical performance of regenerated LiMn 2O4 cathode materials. a , Galvanostatic charge/discharge curves of S-LMO, R-LMO-SS and R-LMO-JH in the voltage range of 3.0-4.5 V at 0.1 C. b , Cycling performan…Fig. 5 | Electrochemical performance of regenerated LiMn 2O4 cathode materials. a , Galvanostatic charge/discharge curves of S-LMO, R-LMO-SS and R-LMO-JH in the voltage range of 3.0-4.5 V at 0.1 C. b , Cycling performan…
29988section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 448.2, 88.1, 9.04]Anticipated resultsAnticipated results
29989textbodyTruebodybody
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False[39.68, 460.27, 385.29, 31.41]In this section, we use spent LiMn 2 O4 as an example to showcase key structural characterization and performance verification results. These results demonstrate that the direct regeneration and upcycling of spent catho…In this section, we use spent LiMn 2 O4 as an example to showcase key structural characterization and performance verification results. These results demonstrate that the direct regeneration and upcycling of spent catho…
29990section_headerbody_headingFalselowbody_headingbody_heading
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False[39.69, 505.86, 266.41, 9.04]Acquisition and failure analysis of spent cathode materialsAcquisition and failure analysis of spent cathode materials
29991textbodyTruebodybody
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False[39.69, 517.93, 385.02, 89.06]The spent LiMn2 O4//graphite (LMO//Gr) pouch cell, shown in Fig. 3a, was disassembled to separate its components, including the cathode electrode, anode electrode and separator (Supplementary Fig. 5). The cathode electr…The spent LiMn2 O4//graphite (LMO//Gr) pouch cell, shown in Fig. 3a, was disassembled to separate its components, including the cathode electrode, anode electrode and separator (Supplementary Fig. 5). The cathode electr…
29992textbodyTruebodybody
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False[39.69, 610.16, 381.54, 135.17]As shown in Fig. 3e, the microscopic morphology of this group of failed cathode materials reveals spherical single crystals with sizes ranging from 1 to 3 μm. After prolonged cycling, typical mechanical failure behavior…As shown in Fig. 3e, the microscopic morphology of this group of failed cathode materials reveals spherical single crystals with sizes ranging from 1 to 3 μm. After prolonged cycling, typical mechanical failure behavior…
29993page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
29994page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p29:bottom_margin:right:white[255, 255, 255]
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True[542.05, 763.81, 18.93, 6.99]24412441
30995section_headerbody_headingFalselowbody_headingbody_heading
p30:body_region:0p30:top_margin:left:white[255, 255, 255]
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False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
30996textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
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False[39.69, 117.35, 5.44, 7.95]aa
30997textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
True[227.85, 116.35, 6.01, 7.95]bb
30998textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right:white[255, 255, 255]
white
False[400.92, 114.85, 5.45, 7.95]cc
30999textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
False[72.04, 129.74, 25.75, 5.58]U-LNMOU-LNMO
301000textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left_crossing:gray[243, 243, 243]
gray
False[268.07, 132.1, 21.78, 4.72]U-LNMOU-LNMO
301001textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right:white[255, 255, 255]
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False[326.43, 127.94, 33.41, 5.58]ObservedObserved
301002textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right:white[255, 255, 255]
white
False[326.43, 134.77, 36.79, 5.58]CalculatedCalculated
301003textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:white[255, 255, 255]
white
False[431.63, 129.76, 25.75, 5.58]U-LNMOU-LNMO
301004textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:white[255, 255, 255]
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False[431.63, 137.48, 25.97, 5.58]C-LNMOC-LNMO
301005textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left_crossing:off_white[247, 247, 247]
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False[256.51, 144.26, 50.61, 4.72]Space group: Fd3mSpace group: Fd3m
301006textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right:white[255, 255, 255]
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False[326.43, 141.59, 18.5, 5.58]ErrorError
301007textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right:white[255, 255, 255]
white
False[326.43, 148.42, 48.02, 5.58]Bragg positionBragg position
301008textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
False[40.71, 157.73, 5.59, 43.04]Intensity (a.u.)Intensity (a.u.)
301009textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
False[70.08, 177.06, 41.5, 7.26]SLMO:NiO:Li 2SLMO:NiO:Li 2
301010textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
False[111.58, 177.06, 12.75, 7.26]CO 3CO 3
301011textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
False[124.33, 177.06, 32.41, 5.58]= 1:2/3:1/6= 1:2/3:1/6
301012textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:gray[241, 241, 247]
gray
False[154.45, 160.86, 33.45, 4.72]PDF#80-2162PDF#80-2162
301013textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
False[228.88, 156.85, 5.59, 43.04]Intensity (a.u.)Intensity (a.u.)
301014textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right:white[255, 255, 255]
white
False[401.95, 156.72, 5.59, 43.04]Intensity (a.u.)Intensity (a.u.)
301015textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:white[251, 251, 251]
white
False[490.24, 189.12, 4.05, 5.58]gg
301016textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:white[255, 255, 255]
white
False[494.3, 189.12, 24.84, 5.58]= 2.003= 2.003
301017textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[251, 251, 251]
white
False[154.48, 205.29, 33.99, 4.72]PDF#87-0729PDF#87-0729
301018textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:gray[241, 241, 247]
gray
False[154.48, 216.02, 32.67, 4.72]PDF#73-1523PDF#73-1523
301019textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:colored[255, 233, 233]
colored
False[154.56, 225.61, 32.36, 4.72]PDF#81-1953PDF#81-1953
301020textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:gray[241, 241, 241]
gray
False[46.48, 238.97, 5.95, 4.72]1010
301021textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:gray[245, 245, 245]
gray
False[66.06, 238.97, 6.8, 4.72]2020
301022textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:gray[231, 231, 231]
gray
False[85.93, 238.97, 7.08, 4.72]3030
301023textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
False[105.91, 238.97, 7.15, 4.72]4040
301024textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:gray[228, 228, 228]
gray
False[126.0, 238.97, 6.98, 4.72]5050
301025textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:gray[212, 212, 212]
gray
False[145.92, 238.97, 7.16, 4.72]6060
301026textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[250, 250, 250]
white
False[166.18, 238.97, 6.64, 4.72]7070
301027textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:gray[202, 202, 202]
gray
False[185.97, 238.97, 7.09, 4.72]8080
301028textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:gray[227, 227, 227]
gray
False[234.21, 238.88, 5.95, 4.72]1010
301029textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:gray[234, 234, 234]
gray
False[253.53, 238.88, 6.8, 4.72]2020
301030textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:off_white[246, 246, 246]
off_white
False[273.11, 238.88, 7.07, 4.72]3030
301031textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left_crossing:gray[236, 236, 236]
gray
False[292.83, 238.88, 7.15, 4.72]4040
301032textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right:gray[237, 237, 237]
gray
False[312.63, 238.88, 6.98, 4.72]5050
301033textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right:gray[243, 243, 243]
gray
False[332.3, 238.88, 7.16, 4.72]6060
301034textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right:white[248, 248, 248]
white
False[352.28, 238.88, 6.64, 4.72]7070
301035textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right:gray[234, 234, 234]
gray
False[371.8, 238.88, 7.09, 4.72]8080
301036textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right:off_white[246, 246, 246]
off_white
False[416.99, 238.88, 10.51, 4.72]1.981.98
301037textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:gray[219, 219, 219]
gray
True[440.2, 238.88, 10.58, 4.72]1.991.99
301038textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:white[250, 250, 250]
white
False[462.64, 238.88, 12.11, 4.72]2.002.00
301039textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:white[254, 254, 254]
white
False[486.67, 238.88, 10.55, 4.72]2.012.01
301040textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:white[248, 248, 248]
white
False[509.46, 238.88, 11.41, 4.72]2.022.02
301041textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:white[249, 249, 249]
white
False[532.57, 238.88, 11.68, 4.72]2.032.03
301042textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
False[111.52, 248.36, 3.61, 5.58]22
301043textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[249, 249, 249]
white
True[115.13, 248.22, 3.6, 6.03]θ
301044textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
False[118.73, 248.36, 8.7, 5.58](°)
301045textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right_crossing:white[255, 255, 255]
white
False[298.32, 248.36, 3.61, 5.58]22
301046textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right_crossing:gray[234, 234, 234]
gray
True[301.92, 248.22, 3.6, 6.03]θ
301047textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right_crossing:white[255, 255, 255]
white
False[305.52, 248.36, 8.7, 5.58](°)
301048textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:white[254, 254, 254]
white
False[467.71, 248.5, 4.05, 5.58]gg
301049textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:white[255, 255, 255]
white
False[471.76, 248.5, 21.19, 5.58]FactorFactor
301050textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
True[39.69, 263.8, 6.0, 7.95]dd
301051textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right_crossing:white[255, 255, 255]
white
True[302.44, 263.8, 3.65, 7.95]ff
301052textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:colored[111, 136, 151]
colored
True[512.76, 270.8, 44.06, 3.86]Regular spinel phaseRegular spinel phase
301053textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:gray[128, 128, 128]
gray
True[462.53, 272.99, 1.8, 5.58]II
301054textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:colored[104, 118, 131]
colored
True[489.73, 276.56, 13.36, 3.86]SpinelSpinel
301055textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:colored[98, 112, 126]
colored
True[492.26, 281.96, 8.28, 3.86](111)(111)
301056textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:colored[102, 116, 130]
colored
True[466.94, 290.11, 13.36, 3.86]SpinelSpinel
301057textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:colored[101, 115, 127]
colored
True[467.86, 295.51, 11.52, 3.86](002)(002)
301058textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:colored[149, 74, 0]
colored
True[149.52, 315.65, 6.36, 5.58]NiNi
301059textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:unknownNone
unknown
True[204.16, 315.7, 9.45, 5.58]MnMn
301060textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:colored[0, 113, 112]
colored
True[263.64, 315.74, 5.27, 5.58]OO
301061textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right:gray[133, 142, 148]
gray
True[375.07, 308.98, 1.8, 5.58]II
301062textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:gray[131, 131, 131]
gray
True[462.53, 316.26, 3.6, 5.58]IIII
301063textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:colored[121, 136, 152]
colored
True[512.76, 316.04, 44.06, 3.86]Regular spinel phaseRegular spinel phase
301064textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
False[39.69, 330.93, 5.62, 7.95]ee
301065textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right:gray[171, 177, 181]
gray
True[350.38, 328.94, 66.66, 5.58]Uniformly distributedUniformly distributed
301066textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:colored[104, 119, 133]
colored
True[466.94, 335.34, 13.36, 3.86]SpinelSpinel
301067textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:colored[101, 115, 127]
colored
True[490.34, 321.38, 13.36, 3.86]SpinelSpinel
301068textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:colored[95, 109, 121]
colored
True[492.87, 326.78, 8.28, 3.86](111)(111)
301069textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:off_white[246, 246, 246]
off_white
False[63.38, 342.07, 15.2, 5.58]Mn KMn K
301070textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
True[78.58, 341.93, 4.14, 6.03]α
301071textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:gray[241, 241, 241]
gray
True[82.72, 342.07, 2.6, 5.58]11
301072textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right:gray[164, 168, 173]
gray
True[352.71, 336.74, 62.0, 5.58]regular spinel phaseregular spinel phase
301073textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:colored[101, 115, 127]
colored
True[467.86, 340.74, 11.52, 3.86](002)(002)
301074textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
False[46.18, 343.27, 5.59, 39.16]Itensity (a.u.)Itensity (a.u.)
301075textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
False[63.38, 349.86, 12.11, 5.58]Ni KNi K
301076textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[254, 254, 254]
white
True[75.49, 349.72, 4.14, 6.03]α
301077textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
False[78.43, 353.24, 15.88, 23.4]SurfaceSurface
301078textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:gray[221, 221, 221]
gray
False[79.63, 349.86, 2.6, 5.58]11
301079textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
False[125.65, 355.7, 97.37, 10.86]Ni element gradient distributionNi element gradient distribution
301080textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:gray[242, 242, 242]
gray
False[265.02, 352.87, 5.58, 13.16]BulkBulk
301081textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right:gray[167, 169, 170]
gray
True[338.44, 354.06, 5.4, 5.58]IIIIII
301082textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right:gray[157, 162, 165]
gray
True[428.98, 357.73, 3.6, 5.58]IIII
301083textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:gray[140, 140, 140]
gray
True[462.53, 363.11, 5.4, 5.58]IIIIII
301084textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:colored[101, 115, 128]
colored
True[490.35, 366.78, 13.36, 3.86]SpinelSpinel
301085textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:colored[96, 110, 123]
colored
True[492.89, 372.18, 8.28, 3.86](111)(111)
301086textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:colored[110, 136, 151]
colored
True[512.77, 361.54, 44.06, 3.86]Regular spinel phaseRegular spinel phase
301087textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:colored[102, 117, 130]
colored
True[466.94, 380.84, 13.36, 3.86]SpinelSpinel
301088textvisual_textFalselowvisual_textvisual_text
p30:page_body:right:colored[102, 117, 130]
colored
True[467.86, 386.24, 11.52, 3.86](002)(002)
301089textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[254, 254, 254]
white
False[64.17, 394.47, 3.75, 4.72]00
301090textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
False[104.63, 394.47, 12.4, 4.72]0.080.08
301091textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
False[150.16, 394.47, 10.91, 4.72]0.160.16
301092textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
False[194.52, 394.47, 11.75, 4.72]0.240.24
301093textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
False[239.34, 394.47, 11.68, 4.72]0.320.32
301094textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:right:gray[154, 155, 156]
gray
True[312.28, 393.77, 25.71, 5.58]U-LNMOU-LNMO
301095textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[254, 254, 254]
white
False[147.06, 403.79, 30.26, 5.58]Distance (Distance (
301096textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
True[177.32, 403.65, 4.04, 6.03]µ
301097textvisual_textFalselowvisual_textvisual_text
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
True[181.35, 403.79, 8.02, 5.58]m)m)
301098captioncaptionFalselowdocling_captiondocling_caption
p30:body_region:0p30:page_body:left_crossing:white[255, 255, 255]
white
False[39.68, 415.86, 246.66, 36.5]Fig. 6 | Structural characterization of upcycled high-voltage cathode material LiNi 0.5 Mn1.5 O4. a , XRD patterns of upcycled precursors and products (powder diffraction file (PDF); insets show digital photos of the co…Fig. 6 | Structural characterization of upcycled high-voltage cathode material LiNi 0.5 Mn1.5 O4. a , XRD patterns of upcycled precursors and products (powder diffraction file (PDF); insets show digital photos of the co…
301099captioncaptionFalselowdocling_captiondocling_caption
p30:page_body:right_crossing:white[255, 255, 255]
white
False[306.47, 415.86, 251.7, 26.5]of U-LNMO and C-LNMO. d , SEM image and EDS mapping of U-LNMO (scale bar, 500 nm). e , EDS line scan of the internal section of U-LNMO. f , HRTEM analysis of U-LNMO (scale bar, 5 nm).of U-LNMO and C-LNMO. d , SEM image and EDS mapping of U-LNMO (scale bar, 500 nm). e , EDS line scan of the internal section of U-LNMO. f , HRTEM analysis of U-LNMO (scale bar, 5 nm).
301100textbodyTruebodybody
p30:body_region:0p30:page_body:left_crossing:white[255, 255, 255]
white
False[39.68, 482.11, 386.45, 101.83]of material 57 . ICP-OES testing revealed a specific lithium deficiency of 10.6% in the material (Fig. 3g and Supplementary Table 2). Additionally, XPS analysis of the Gr anode electrode detected Mn signals (Fig. 3h), c…of material 57 . ICP-OES testing revealed a specific lithium deficiency of 10.6% in the material (Fig. 3g and Supplementary Table 2). Additionally, XPS analysis of the Gr anode electrode detected Mn signals (Fig. 3h), c…
301101section_headerbody_headingFalselowbody_headingbody_heading
p30:body_region:0p30:page_body:left:white[255, 255, 255]
white
False[39.69, 598.11, 214.54, 9.04]Direct regeneration of spent cathode materialsDirect regeneration of spent cathode materials
301102textbodyTruebodybody
p30:body_region:0p30:bottom_margin:left_crossing:white[255, 255, 255]
white
False[39.69, 610.19, 389.3, 135.17]After identifying the failure characteristics of the spent cathode material, direct recycling was achieved using solid-phase regeneration and Joule heat ultrafast regeneration methods, designated as R-LMO-SS and R-LMO-J…After identifying the failure characteristics of the spent cathode material, direct recycling was achieved using solid-phase regeneration and Joule heat ultrafast regeneration methods, designated as R-LMO-SS and R-LMO-J…
301103page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p30:body_region:0p30:bottom_margin:left:white[255, 255, 255]
white
True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
301104page_footerpage_footerFalselowdocling_page_footerdocling_page_footer
p30:bottom_margin:right:white[255, 255, 255]
white
True[540.87, 763.81, 20.33, 6.99]24422442
311105section_headerbody_headingFalselowbody_headingbody_heading
p31:body_region:0p31:top_margin:left:white[255, 255, 255]
white
False[39.69, 42.16, 69.68, 15.76]ProtocolProtocol
311106textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[255, 255, 255]
white
False[39.69, 115.06, 5.44, 7.95]aa
311107textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[255, 255, 255]
white
False[103.75, 122.42, 63.76, 5.7]U-LNMO || Li half cellU-LNMO || Li half cell
311108textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[255, 255, 255]
white
True[227.49, 114.85, 6.01, 7.95]bb
311109textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:right_crossing:white[255, 255, 255]
white
False[290.48, 123.65, 76.46, 5.7]LNMO || Li half cell 30 °CLNMO || Li half cell 30 °C
311110textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[255, 255, 255]
white
False[40.61, 155.98, 5.7, 33.83]Voltage (V)Voltage (V)
311111textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[253, 253, 253]
white
False[50.77, 175.41, 8.7, 4.82]4.04.0
311112textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[255, 255, 255]
white
False[50.93, 132.5, 8.53, 4.82]5.05.0
311113textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[255, 255, 255]
white
False[51.28, 154.23, 8.19, 4.82]4.54.5
311114textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[243, 243, 243]
gray
False[51.35, 196.59, 8.12, 4.82]3.53.5
311115textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[255, 255, 255]
white
False[68.04, 165.81, 11.76, 6.39]Mn 3+Mn 3+
311116textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[255, 255, 255]
white
False[79.77, 165.81, 14.08, 6.39]/Mn 4+/Mn 4+
311117textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[255, 255, 255]
white
False[97.3, 169.59, 4.83, 22.81](mAh/V)(mAh/V)
311118textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[209, 209, 209]
gray
True[97.3, 195.91, 4.83, 5.67]/d/d
311119textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[212, 212, 212]
gray
False[97.3, 206.04, 4.83, 3.45]dd
311120textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[255, 255, 255]
white
True[97.38, 192.41, 4.73, 3.5]VV
311121textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[227, 227, 227]
gray
True[97.38, 201.58, 4.73, 4.46]QQ
311122textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[255, 255, 255]
white
False[110.52, 130.22, 50.22, 5.7]30 °C rate: 0.1 C30 °C rate: 0.1 C
311123textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[255, 255, 255]
white
False[117.24, 183.08, 11.82, 6.39]Mn 3+Mn 3+
311124textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[249, 250, 252]
white
False[122.9, 141.91, 5.39, 4.82]NiNi
311125textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[244, 245, 249]
gray
False[128.29, 140.34, 3.72, 3.07]2+2+
311126textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[255, 255, 255]
white
False[129.03, 183.08, 14.15, 6.39]/Mn 4+/Mn 4+
311127textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[251, 251, 253]
white
False[129.69, 176.37, 5.37, 4.82]NiNi
311128textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[249, 250, 252]
white
False[132.01, 141.91, 7.6, 4.82]/Ni/Ni
311129textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[235, 236, 245]
gray
False[133.45, 165.79, 5.37, 4.82]NiNi
311130textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[241, 242, 248]
gray
False[135.07, 174.8, 3.72, 3.07]2+2+
311131textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[248, 248, 251]
white
False[138.78, 176.37, 7.6, 4.82]/Ni/Ni
311132textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:off_white[246, 247, 250]
off_white
False[138.82, 164.22, 3.89, 3.07]3+3+
311133textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[243, 244, 249]
gray
False[139.61, 140.34, 3.89, 3.07]3+3+
311134textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[249, 250, 252]
white
False[142.68, 165.79, 7.6, 4.82]/Ni/Ni
311135textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[241, 242, 248]
gray
False[146.38, 174.8, 3.89, 3.07]3+3+
311136textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[248, 248, 251]
white
False[150.28, 164.22, 4.0, 3.07]4+4+
311137textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[229, 231, 243]
gray
False[169.27, 138.88, 5.39, 4.82]NiNi
311138textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[229, 231, 243]
gray
False[174.66, 137.31, 3.89, 3.07]3+3+
311139textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[229, 231, 243]
gray
False[178.52, 138.88, 7.6, 4.82]/Ni/Ni
311140textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[238, 240, 247]
gray
False[186.12, 137.31, 4.0, 3.07]4+4+
311141textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[252, 252, 252]
white
False[231.42, 133.26, 5.7, 79.29]Specific capacity (mAh/g)Specific capacity (mAh/g)
311142textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[255, 255, 255]
white
False[242.36, 132.49, 9.14, 4.82]150150
311143textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[242, 242, 242]
gray
False[242.55, 152.37, 8.95, 4.82]120120
311144textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[248, 248, 248]
white
False[244.36, 172.33, 7.14, 4.82]9090
311145textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[243, 243, 243]
gray
False[244.36, 192.21, 7.14, 4.82]6060
311146textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[255, 255, 255]
white
False[262.17, 137.64, 15.24, 5.7]0.1 C0.1 C
311147textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left_crossing:white[255, 255, 255]
white
False[284.05, 140.26, 9.02, 5.7]1 C1 C
311148textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:right_crossing:white[255, 255, 255]
white
False[286.12, 198.63, 25.85, 5.7]C-LNMOC-LNMO
311149textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:right_crossing:white[255, 255, 255]
white
False[286.12, 207.37, 25.63, 5.7]U-LNMOU-LNMO
311150textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:right_crossing:white[255, 255, 255]
white
False[298.3, 131.45, 60.88, 5.7]voltage: 3.5-4.9 Vvoltage: 3.5-4.9 V
311151textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:right_crossing:white[255, 255, 255]
white
False[302.57, 142.72, 10.03, 5.7]2 C2 C
311152textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:right:white[255, 255, 255]
white
False[322.68, 147.33, 10.24, 5.7]5 C5 C
311153textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:right:white[255, 255, 255]
white
False[341.72, 156.15, 13.41, 5.7]10 C10 C
311154textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:right:white[255, 255, 255]
white
False[361.92, 175.95, 12.8, 5.7]15 C15 C
311155textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:right:white[255, 255, 255]
white
False[383.63, 140.17, 9.02, 5.7]1 C1 C
311156textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[255, 255, 255]
white
False[50.84, 217.74, 8.62, 4.82]3.03.0
311157textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[241, 241, 241]
gray
False[103.3, 215.33, 7.06, 3.95]3.03.0
311158textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[245, 245, 245]
gray
False[116.54, 215.33, 6.64, 3.95]3.53.5
311159textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[239, 239, 239]
gray
True[129.33, 215.33, 7.12, 3.95]4.04.0
311160textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[255, 255, 255]
white
False[142.57, 215.33, 6.7, 3.95]4.54.5
311161textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[226, 226, 226]
gray
True[155.46, 215.33, 6.98, 3.95]5.05.0
311162textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[245, 245, 245]
gray
False[244.44, 212.17, 7.05, 4.82]3030
311163textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[239, 239, 239]
gray
False[118.55, 220.93, 28.66, 4.82]Voltage (V)Voltage (V)
311164textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[200, 200, 200]
gray
False[71.37, 233.97, 3.75, 4.82]00
311165textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[245, 245, 245]
gray
False[93.09, 233.97, 7.08, 4.82]3030
311166textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[234, 234, 234]
gray
False[116.45, 233.97, 7.16, 4.82]6060
311167textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:gray[228, 228, 228]
gray
False[139.83, 233.97, 7.16, 4.82]9090
311168textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[252, 252, 252]
white
False[162.29, 233.97, 9.0, 4.82]120120
311169textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[253, 253, 253]
white
False[185.61, 233.97, 9.19, 4.82]150150
311170textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[253, 253, 253]
white
False[255.18, 233.79, 3.75, 4.82]00
311171textvisual_textFalselowvisual_textvisual_text
p31:body_region:0p31:page_body:left:white[255, 255, 255]
white
False[275.11, 233.79, 3.4, 4.82]44
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False[95.99, 243.35, 79.29, 5.7]Specific capacity (mAh/g)Specific capacity (mAh/g)
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False[123.61, 330.28, 76.02, 5.7]LNMO || Li half cell 30 °CLNMO || Li half cell 30 °C
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False[392.23, 269.43, 5.71, 75.92]Coulombic efficiency (%)Coulombic efficiency (%)
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False[39.67, 381.73, 379.31, 36.51]Fig. 7 | Electrochemical performance of upcycled high-voltage cathode material LiNi 0.5 Mn1.5 O4. a , Galvanostatic charge/discharge curve of U-LNMO in the voltage range of 3.5-4.9 V at 0.1 C (The inset is the correspon…Fig. 7 | Electrochemical performance of upcycled high-voltage cathode material LiNi 0.5 Mn1.5 O4. a , Galvanostatic charge/discharge curve of U-LNMO in the voltage range of 3.5-4.9 V at 0.1 C (The inset is the correspon…
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False[39.68, 447.51, 389.69, 159.49]R-LMO-JH, including stacking faults and twin boundaries 42,60 . The presence of oxygen vacancies was also confirmed by EPR (Fig. 4c). These structural characteristics were also reflected in the materials' electrochemica…R-LMO-JH, including stacking faults and twin boundaries 42,60 . The presence of oxygen vacancies was also confirmed by EPR (Fig. 4c). These structural characteristics were also reflected in the materials' electrochemica…
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False[39.69, 621.18, 381.06, 20.01]Direct upcycling of spent cathode materials into next-generation cathode materials Direct upcycling of spent LiMn O4 into high-voltage cathode material LiNiDirect upcycling of spent cathode materials into next-generation cathode materials Direct upcycling of spent LiMn O4 into high-voltage cathode material LiNi
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True[39.68, 637.69, 382.25, 107.69]2 0.5Mn1.5O4 When a feasible direct phase evolution path exists between the target upcycled material and the initial cathode material, the spent cathode material can be effectively upcycled using the direct regeneration…2 0.5Mn1.5O4 When a feasible direct phase evolution path exists between the target upcycled material and the initial cathode material, the spent cathode material can be effectively upcycled using the direct regeneration…
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
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False[325.53, 126.32, 33.48, 5.58]ObservedObserved
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False[325.53, 146.94, 48.12, 5.58]Bragg positionBragg position
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True[41.86, 155.32, 5.59, 43.07]Intensity (a.u.)Intensity (a.u.)
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False[112.52, 174.67, 12.75, 7.26]CO 3CO 3
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True[120.32, 245.89, 8.7, 5.58](°)
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False[67.6, 341.38, 15.22, 5.58]Mn KMn K
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True[82.79, 341.24, 4.14, 6.03]α
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p32:body_region:0p32:page_body:left:white[255, 255, 255]
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False[106.4, 341.38, 12.09, 5.58]Ni KNi K
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p32:body_region:0p32:page_body:left:white[254, 254, 254]
white
True[118.48, 341.24, 4.14, 6.03]α
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p32:body_region:0p32:page_body:left:white[253, 253, 253]
white
True[122.64, 341.38, 2.6, 5.58]11
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p32:page_body:right:gray[141, 150, 155]
gray
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False[115.15, 362.89, 97.37, 10.86]Ni element gradient distributionNi element gradient distribution
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True[487.15, 346.65, 12.72, 4.19](003)(003)
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gray
True[60.76, 395.23, 3.75, 4.72]00
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p32:body_region:0p32:page_body:left:gray[237, 237, 237]
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True[110.14, 395.23, 12.36, 4.72]0.080.08
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True[148.79, 404.73, 30.38, 5.58]Distance (Distance (
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p32:body_region:0p32:page_body:left:off_white[247, 247, 247]
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True[179.18, 404.59, 4.04, 6.03]µ
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False[183.22, 404.73, 8.01, 5.58]m)m)
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False[39.68, 416.8, 246.54, 26.5]Fig. 8 | Structural characterization of upcycled Li-rich Mn-based cathode material Li 1.2 Ni0.2 Mn0.6O2. a , XRD patterns of upcycled precursors and products (the insets show digital photos of the corresponding powders.…Fig. 8 | Structural characterization of upcycled Li-rich Mn-based cathode material Li 1.2 Ni0.2 Mn0.6O2. a , XRD patterns of upcycled precursors and products (the insets show digital photos of the corresponding powders.…
321322captioncaptionFalselowdocling_captiondocling_caption
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False[306.47, 416.8, 255.89, 26.5]refinement of XRD pattern of U-LRMNMO. c , EPR spectrums of U-LRM and C-LRM. d , SEM image and EDS mapping of U-LRM (scale bar, 500 nm). e , EDS line scan of the internal section of U-LRM. f , HRTEM analysis of U-LRM (s…refinement of XRD pattern of U-LRMNMO. c , EPR spectrums of U-LRM and C-LRM. d , SEM image and EDS mapping of U-LRM (scale bar, 500 nm). e , EDS line scan of the internal section of U-LRM. f , HRTEM analysis of U-LRM (s…
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False[39.68, 483.33, 387.49, 169.79](Supplementary Fig. 14 and Supplementary Tables 7 and 8). Morphologically, U-LNMO exhibits a typical octahedral shape with sharper edges and corners compared with LMO (Fig. 6d). HRTEM images confirm that U-LNMO has a un…(Supplementary Fig. 14 and Supplementary Tables 7 and 8). Morphologically, U-LNMO exhibits a typical octahedral shape with sharper edges and corners compared with LMO (Fig. 6d). HRTEM images confirm that U-LNMO has a un…
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False[39.68, 667.9, 381.45, 77.49]Direct upcycling of spent LiMn 2 O4 into Li-rich Mn-based cathode material Li 1.2 Ni0.2Mn0.6O2 Unlike the phase structure that remains unchanged during the upcycling of LMO to LNMO, the transformation from a spinel stru…Direct upcycling of spent LiMn 2 O4 into Li-rich Mn-based cathode material Li 1.2 Ni0.2Mn0.6O2 Unlike the phase structure that remains unchanged during the upcycling of LMO to LNMO, the transformation from a spinel stru…
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
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True[540.33, 763.81, 20.87, 6.99]24442444
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False[39.69, 115.06, 5.44, 7.95]aa
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False[177.89, 120.97, 8.24, 6.39]O 2-O 2-
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p33:body_region:0p33:page_body:left:white[255, 255, 255]
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False[186.13, 120.97, 10.61, 6.39]/O n-/O n-
331331textvisual_textFalselowvisual_textvisual_text
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True[222.13, 114.85, 6.01, 7.95]bb
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False[236.27, 119.8, 10.78, 4.82]300300
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False[256.95, 124.5, 15.24, 5.7]0.1 C0.1 C
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False[51.01, 130.02, 8.19, 4.82]4.54.5
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False[99.34, 131.23, 4.97, 4.72]4+4+
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False[328.3, 129.72, 51.15, 5.7]LRM || Li half cellLRM || Li half cell
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False[40.61, 156.32, 5.71, 33.83]Voltage (V)Voltage (V)
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False[50.51, 148.52, 8.7, 4.82]4.04.0
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False[50.58, 185.53, 8.63, 4.82]3.03.0
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p33:body_region:0p33:page_body:left:white[249, 249, 249]
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False[51.08, 167.03, 8.12, 4.82]3.53.5
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False[51.36, 204.03, 7.85, 4.82]2.52.5
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False[72.44, 172.45, 4.83, 22.81](mAh/V)(mAh/V)
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False[72.53, 195.27, 4.73, 17.02]dQ/dVdQ/dV
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False[75.28, 148.03, 7.14, 6.98]NiNi
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p33:body_region:0p33:page_body:left:gray[243, 244, 249]
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False[78.92, 144.68, 4.79, 4.6]2+2+
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False[82.89, 140.98, 10.32, 9.06]/ Ni/ Ni
331347textvisual_textFalselowvisual_textvisual_text
p33:body_region:0p33:page_body:left:white[252, 252, 253]
white
False[89.72, 137.54, 4.94, 4.7]3+3+
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False[93.83, 134.69, 9.0, 8.19]/Ni/Ni
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p33:body_region:0p33:page_body:left:gray[227, 230, 242]
gray
False[95.41, 198.32, 5.37, 4.82]NiNi
331350textvisual_textFalselowvisual_textvisual_text
p33:body_region:0p33:page_body:left:gray[227, 229, 242]
gray
False[100.78, 196.75, 3.72, 3.07]2+2+
331351textvisual_textFalselowvisual_textvisual_text
p33:body_region:0p33:page_body:left:white[255, 255, 255]
white
False[104.5, 198.32, 9.18, 4.82]/ Ni/ Ni
331352textvisual_textFalselowvisual_textvisual_text
p33:body_region:0p33:page_body:left:white[255, 255, 255]
white
False[110.3, 173.27, 8.24, 6.39]O 2-O 2-
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p33:body_region:0p33:page_body:left:gray[241, 242, 248]
gray
False[113.68, 196.75, 3.89, 3.07]3+3+
331354textvisual_textFalselowvisual_textvisual_text
p33:body_region:0p33:page_body:left:gray[237, 239, 247]
gray
False[117.57, 198.32, 7.6, 4.82]/Ni/Ni
331355textvisual_textFalselowvisual_textvisual_text
p33:body_region:0p33:page_body:left:white[255, 255, 255]
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False[118.54, 173.27, 10.62, 6.39]/O n-/O n-
331356textvisual_textFalselowvisual_textvisual_text
p33:body_region:0p33:page_body:left:gray[231, 233, 244]
gray
False[125.17, 196.75, 3.94, 3.07]4+4+
331357textvisual_textFalselowvisual_textvisual_text
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False[135.66, 143.68, 58.09, 5.7]U-LRM || Li half cellU-LRM || Li half cell
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False[139.52, 151.48, 50.38, 5.7]30 °C rate: 0.1 C30 °C rate: 0.1 C
331359textvisual_textFalselowvisual_textvisual_text
p33:body_region:0p33:page_body:left:white[255, 255, 255]
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False[226.06, 133.69, 5.7, 79.29]Specific capacity (mAh/g)Specific capacity (mAh/g)
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False[236.54, 159.26, 10.51, 4.82]200200
331361textvisual_textFalselowvisual_textvisual_text
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False[237.06, 139.53, 9.99, 4.82]250250
331362textvisual_textFalselowvisual_textvisual_text
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gray
True[237.39, 198.79, 9.66, 4.82]100100
331363textvisual_textFalselowvisual_textvisual_text
p33:body_region:0p33:page_body:left:gray[239, 239, 239]
gray
False[237.91, 178.99, 9.14, 4.82]150150
331364textvisual_textFalselowvisual_textvisual_text
p33:body_region:0p33:page_body:left_crossing:white[255, 255, 255]
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False[278.18, 147.67, 16.46, 5.7]0.5 C0.5 C
331365textvisual_textFalselowvisual_textvisual_text
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False[281.98, 199.08, 20.06, 5.7]C-LRMC-LRM
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False[281.98, 207.9, 19.83, 5.7]U-LRMU-LRM
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False[300.13, 156.74, 9.02, 5.7]1 C1 C
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False[313.72, 137.52, 80.38, 5.7]30 °C voltage: 2.0-4.8 V30 °C voltage: 2.0-4.8 V
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False[319.79, 164.28, 10.03, 5.7]2 C2 C
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p33:body_region:0p33:page_body:right:white[255, 255, 255]
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False[339.2, 174.79, 10.25, 5.7]5 C5 C
331371textvisual_textFalselowvisual_textvisual_text
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False[358.09, 183.77, 13.42, 5.7]10 C10 C
331372textvisual_textFalselowvisual_textvisual_text
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False[380.28, 158.75, 9.02, 5.7]1 C1 C
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False[50.86, 222.53, 8.35, 4.82]2.02.0
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False[81.44, 218.17, 60.29, 3.95]2.0 2.5 3.0 3.5 4.0 4.5 5.02.0 2.5 3.0 3.5 4.0 4.5 5.0
331375textvisual_textFalselowvisual_textvisual_text
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False[94.99, 223.29, 28.66, 4.82]Voltage (V)Voltage (V)
331376textvisual_textFalselowvisual_textvisual_text
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off_white
False[240.09, 218.52, 6.96, 4.82]5050
331377textvisual_textFalselowvisual_textvisual_text
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gray
False[67.41, 234.23, 3.75, 4.82]00
331378textvisual_textFalselowvisual_textvisual_text
p33:body_region:0p33:page_body:left:gray[228, 228, 228]
gray
False[86.01, 234.23, 6.99, 4.82]5050
331379textvisual_textFalselowvisual_textvisual_text
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True[104.87, 234.23, 9.71, 4.82]100100
331380textvisual_textFalselowvisual_textvisual_text
p33:body_region:0p33:page_body:left:gray[225, 225, 225]
gray
True[125.35, 234.23, 9.19, 4.82]150150
331381textvisual_textFalselowvisual_textvisual_text
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False[144.89, 234.23, 10.56, 4.82]200200
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False[39.67, 384.62, 384.13, 26.5]Fig. 9 | Electrochemical performance of upcycled Li-rich Mn-based cathode material Li 1.2 Ni0.2Mn0.6O2. a , Galvanostatic charge-discharge curve of U-LRM in the voltage range of 2.0-4.8 V at 0.1 C (the inset is the corr…Fig. 9 | Electrochemical performance of upcycled Li-rich Mn-based cathode material Li 1.2 Ni0.2Mn0.6O2. a , Galvanostatic charge-discharge curve of U-LRM in the voltage range of 2.0-4.8 V at 0.1 C (the inset is the corr…
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False[39.68, 448.74, 388.47, 135.19]is observed at ~21°, and the related structural parameters closely match those of the commercial material (C-LRM) (Supplementary Fig. 15 and Supplementary Tables 9 and 10). The phase transition also alters the material'…is observed at ~21°, and the related structural parameters closely match those of the commercial material (C-LRM) (Supplementary Fig. 15 and Supplementary Tables 9 and 10). The phase transition also alters the material'…
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False[39.69, 610.19, 384.92, 19.88]Further information on research design is available in the Nature Portfolio Reporting Summary linked to this article.Further information on research design is available in the Nature Portfolio Reporting Summary linked to this article.
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False[39.68, 656.31, 372.18, 54.48]All of the data supporting this research are available in the main text and the Supplementary Information, and original data can be obtained from the corresponding authors upon reasonable request. Source data are provid…All of the data supporting this research are available in the main text and the Supplementary Information, and original data can be obtained from the corresponding authors upon reasonable request. Source data are provid…
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False[39.68, 722.23, 191.21, 7.77]Received: 26 January 2025; Accepted: 12 June 2025;Received: 26 January 2025; Accepted: 12 June 2025;
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False[39.68, 732.98, 120.66, 7.77]Published online: 18 August 2025Published online: 18 August 2025
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
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False[306.47, 590.09, 75.85, 7.0]AcknowledgementsAcknowledgements
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False[306.47, 599.52, 251.32, 69.25]G.Z. was supported by the Guangdong Innovative and Entrepreneurial Research Team Program (grant no. 2021ZT09L197), Shenzhen Science and Technology Program (grant no. KQTD20210811090112002), the Interdisciplinary Researc…G.Z. was supported by the Guangdong Innovative and Entrepreneurial Research Team Program (grant no. 2021ZT09L197), Shenzhen Science and Technology Program (grant no. KQTD20210811090112002), the Interdisciplinary Researc…
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False[306.47, 678.09, 78.48, 7.0]Author contributionsAuthor contributions
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False[306.47, 687.52, 249.24, 29.26]H.J., J.W., G.Z. and H.-M.C. conceived the idea and provided design guidelines. H.J. and J.W. performed the relevant experiments and data analysis with the help of X.Q., H.R., H.X., H.Z. and G.J. All authors discussed a…H.J., J.W., G.Z. and H.-M.C. conceived the idea and provided design guidelines. H.J. and J.W. performed the relevant experiments and data analysis with the help of X.Q., H.R., H.X., H.Z. and G.J. All authors discussed a…
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False[306.47, 726.09, 77.03, 7.0]Competing interestsCompeting interests
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False[306.47, 735.52, 120.03, 5.26]The authors declare no competing interests.The authors declare no competing interests.
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False[39.68, 229.59, 517.28, 61.37]1 Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China. 2 Frontiers Science Center for Transformative Molecules, School of Chemistry and Chemical Engineering, Shanghai Jiao Tong Universi…1 Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China. 2 Frontiers Science Center for Transformative Molecules, School of Chemistry and Chemical Engineering, Shanghai Jiao Tong Universi…
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True[39.69, 763.81, 194.26, 7.0]Nature Protocols | Volume 21 | June 2026 | 2413-2447Nature Protocols | Volume 21 | June 2026 | 2413-2447
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False[23.52, 127.01, 175.94, 17.22]Reporting SummaryReporting Summary
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False[24.96, 154.26, 526.18, 17.94]Nature Portfolio wishes to improve the reproducibility of the work that we publish. This form provides structure for consistency and transparency in reporting. For further information on Nature Portfolio policies, see o…Nature Portfolio wishes to improve the reproducibility of the work that we publish. This form provides structure for consistency and transparency in reporting. For further information on Nature Portfolio policies, see o…
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False[308.88, 63.3, 90.91, 7.02]Corresponding author(s):Corresponding author(s):
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False[308.88, 80.22, 95.18, 7.02]Last updated by author(s):Last updated by author(s):
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False[408.24, 64.02, 118.91, 6.27]Hui-Ming Cheng and Guangmin ZhouHui-Ming Cheng and Guangmin Zhou
361511textmetadataFalselowafter_back_matter_stopafter_back_matter_stop
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False[408.24, 81.06, 43.99, 6.27]May 13, 2025May 13, 2025
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True[577.37, 29.76, 9.96, 165.9]nature portfolio | reporting summarynature portfolio | reporting summary
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False[24.96, 222.34, 49.71, 10.95]StatisticsStatistics
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False[24.96, 240.18, 492.74, 7.02]For all statistical analyses, confirm that the following items are present in the figure legend, table legend, main text, or Methods section.For all statistical analyses, confirm that the following items are present in the figure legend, table legend, main text, or Methods section.
361515textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[24.36, 258.3, 12.15, 7.02]n/an/a
361516textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[43.8, 258.3, 38.13, 7.02]ConfirmedConfirmed
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False[58.08, 274.63, 428.7, 7.74]The exact sample size ( n ) for each experimental group/condition, given as a discrete number and unit of measurementThe exact sample size ( n ) for each experimental group/condition, given as a discrete number and unit of measurement
361518checkbox_selectedunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[58.08, 291.9, 468.9, 7.02]A statement on whether measurements were taken from distinct samples or whether the same sample was measured repeatedlyA statement on whether measurements were taken from distinct samples or whether the same sample was measured repeatedly
361519checkbox_unselectedbody_candidate_excludedFalsemediumafter_back_matter_stopafter_back_matter_stop
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False[58.08, 308.22, 365.88, 17.08]The statistical test(s) used AND whether they are one- or two-sided Only common tests should be described solely by name; describe more complex techniques in the Methods section.The statistical test(s) used AND whether they are one- or two-sided Only common tests should be described solely by name; describe more complex techniques in the Methods section.
361520checkbox_unselectedunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[58.08, 334.38, 131.52, 7.02]A description of all covariates testedA description of all covariates tested
361521checkbox_unselectedunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[58.08, 351.42, 420.35, 7.02]A description of any assumptions or corrections, such as tests of normality and adjustment for multiple comparisonsA description of any assumptions or corrections, such as tests of normality and adjustment for multiple comparisons
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False[58.08, 368.82, 499.07, 17.82]A full description of the statistical parameters including central tendency (e.g. means) or other basic estimates (e.g. regression coefficient) AND variation (e.g. standard deviation) or associated estimates of uncertai…A full description of the statistical parameters including central tendency (e.g. means) or other basic estimates (e.g. regression coefficient) AND variation (e.g. standard deviation) or associated estimates of uncertai…
361523checkbox_unselectedbody_candidate_excludedFalsemediumafter_back_matter_stopafter_back_matter_stop
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False[58.08, 397.27, 479.03, 17.66]For null hypothesis testing, the test statistic (e.g. F , t , r ) with confidence intervals, effect sizes, degrees of freedom and P value noted Give P values as exact values whenever suitable.For null hypothesis testing, the test statistic (e.g. F , t , r ) with confidence intervals, effect sizes, degrees of freedom and P value noted Give P values as exact values whenever suitable.
361524checkbox_unselectedaffiliationFalselowafter_back_matter_stopafter_back_matter_stop
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False[58.08, 425.7, 351.21, 7.02]For Bayesian analysis, information on the choice of priors and Markov chain Monte Carlo settingsFor Bayesian analysis, information on the choice of priors and Markov chain Monte Carlo settings
361525checkbox_unselectedunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[58.08, 442.74, 417.36, 7.02]For hierarchical and complex designs, identification of the appropriate level for tests and full reporting of outcomesFor hierarchical and complex designs, identification of the appropriate level for tests and full reporting of outcomes
361526checkbox_selectedaffiliationFalselowafter_back_matter_stopafter_back_matter_stop
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False[58.08, 459.19, 323.38, 7.74]Estimates of effect sizes (e.g. Cohen's d , Pearson's r ), indicating how they were calculatedEstimates of effect sizes (e.g. Cohen's d , Pearson's r ), indicating how they were calculated
361527textbody_candidate_excludedFalsemediumafter_back_matter_stopafter_back_matter_stop
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False[164.28, 475.74, 254.95, 5.98]Our web collection on statistics for biologists contains articles on many of the points above.Our web collection on statistics for biologists contains articles on many of the points above.
361528section_headerunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[24.96, 501.7, 105.73, 10.95]Software and codeSoftware and code
361529textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[24.96, 522.18, 196.29, 7.02]Policy information about availability of computer codePolicy information about availability of computer code
361530textbody_candidate_excludedFalsemediumafter_back_matter_stopafter_back_matter_stop
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False[24.96, 627.19, 522.6, 14.04]For manuscripts utilizing custom algorithms or software that are central to the research but not yet described in published literature, software must be made available to editors and reviewers. We strongly encourage cod…For manuscripts utilizing custom algorithms or software that are central to the research but not yet described in published literature, software must be made available to editors and reviewers. We strongly encourage cod…
361531page_footerpage_footerFalselowafter_back_matter_stopafter_back_matter_stop
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True[580.85, 686.64, 7.26, 30.14]April 2023April 2023
361532page_footerpage_footerFalselowafter_back_matter_stopafter_back_matter_stop
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True[580.32, 757.2, 4.85, 8.97]11
371533page_headerpage_headerFalselowafter_back_matter_stopafter_back_matter_stop
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False[24.96, 33.22, 26.19, 10.95]DataData
371534textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[24.96, 53.58, 157.2, 7.02]Policy information about availability of dataPolicy information about availability of data
371535section_headerunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[24.96, 175.9, 403.94, 10.95]Research involving human participants, their data, or biological materialResearch involving human participants, their data, or biological material
371536textmetadataFalsemediumafter_back_matter_stopafter_back_matter_stop
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False[27.36, 122.82, 527.07, 25.59]All of the data supporting this research are available in the main text and the Supplementary Information, and original data can be obtained from the corresponding authors upon reasonable request. Source data are provid…All of the data supporting this research are available in the main text and the Supplementary Information, and original data can be obtained from the corresponding authors upon reasonable request. Source data are provid…
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False[29.16, 65.58, 485.0, 7.02]All manuscripts must include a data availability statement. This statement should provide the following information, where applicable:All manuscripts must include a data availability statement. This statement should provide the following information, where applicable:
371538list_itemunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[39.12, 77.7, 255.87, 6.27]Accession codes, unique identifiers, or web links for publicly available datasetsAccession codes, unique identifiers, or web links for publicly available datasets
371539list_itemback_matter_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[39.12, 87.3, 168.42, 6.27]A description of any restrictions on data availabilityA description of any restrictions on data availability
371540list_itemunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[39.12, 98.34, 309.32, 6.27]For clinical datasets or third party data, please ensure that the statement adheres to our policyFor clinical datasets or third party data, please ensure that the statement adheres to our policy
371541page_headerpage_headerFalselowafter_back_matter_stopafter_back_matter_stop
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True[577.37, 29.76, 9.96, 165.9]nature portfolio | reporting summarynature portfolio | reporting summary
371542textbody_candidate_excludedFalsemediumafter_back_matter_stopafter_back_matter_stop
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False[24.96, 196.38, 518.63, 17.82]Policy information about studies with human participants or human data. See also policy information about sex, gender (identity/presentation), and sexual orientation and race, ethnicity and racism.Policy information about studies with human participants or human data. See also policy information about sex, gender (identity/presentation), and sexual orientation and race, ethnicity and racism.
371543textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[32.04, 222.78, 92.51, 6.27]Reporting on sex and genderReporting on sex and gender
371544textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[152.28, 222.78, 17.43, 6.27]NoneNone
371545textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[32.04, 242.58, 104.76, 15.87]Reporting on race, ethnicity, or other socially relevant groupingsReporting on race, ethnicity, or other socially relevant groupings
371546textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[152.28, 242.58, 17.43, 6.27]NoneNone
371547textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[32.04, 271.86, 83.1, 6.27]Population characteristicsPopulation characteristics
371548textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[152.64, 271.86, 17.37, 6.27]NoneNone
371549textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[32.04, 291.54, 40.06, 6.27]RecruitmentRecruitment
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False[152.28, 291.54, 17.43, 6.27]NoneNone
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False[32.04, 311.22, 50.63, 6.27]Ethics oversightEthics oversight
371552textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[152.28, 311.22, 17.43, 6.27]NoneNone
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False[24.96, 328.26, 338.05, 6.27]Note that full information on the approval of the study protocol must also be provided in the manuscript.Note that full information on the approval of the study protocol must also be provided in the manuscript.
371554section_headerunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[23.52, 357.38, 183.98, 15.63]Field-specific reportingField-specific reporting
371555textbody_candidate_excludedFalsemediumafter_back_matter_stopafter_back_matter_stop
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False[24.96, 381.54, 522.17, 7.02]Please select the one below that is the best fit for your research. If you are not sure, read the appropriate sections before making your selection.Please select the one below that is the best fit for your research. If you are not sure, read the appropriate sections before making your selection.
371556checkbox_unselectedunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[38.04, 400.98, 45.09, 7.02]Life sciencesLife sciences
371557checkbox_unselectedunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[143.04, 400.98, 105.43, 7.02]Behavioural & social sciencesBehavioural & social sciences
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False[280.32, 400.98, 180.76, 7.02]Ecological, evolutionary & environmental sciencesEcological, evolutionary & environmental sciences
371559textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[24.96, 415.35, 322.71, 5.43]For a reference copy of the document with all sections, see nature.com/documents/nr-reporting-summary-flat.pdfFor a reference copy of the document with all sections, see nature.com/documents/nr-reporting-summary-flat.pdf
371560section_headerunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[23.52, 447.98, 507.07, 15.63]Ecological, evolutionary & environmental sciences study designEcological, evolutionary & environmental sciences study design
371561textbody_candidate_excludedFalsemediumafter_back_matter_stopafter_back_matter_stop
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False[24.96, 473.58, 282.75, 7.02]All studies must disclose on these points even when the disclosure is negative.All studies must disclose on these points even when the disclosure is negative.
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False[32.04, 491.82, 55.96, 6.27]Study descriptionStudy description
371563textbody_candidate_excludedFalsemediumafter_back_matter_stopafter_back_matter_stop
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False[126.72, 491.82, 419.9, 15.99]This protocol presents a general strategy for the direct regeneration of spent lithium-ion battery cathode materials to restore their original performance or upcycle them into next-generation cathodes with enhanced capa…This protocol presents a general strategy for the direct regeneration of spent lithium-ion battery cathode materials to restore their original performance or upcycle them into next-generation cathodes with enhanced capa…
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False[32.04, 521.22, 54.3, 6.27]Research sampleResearch sample
371565textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[126.72, 521.22, 93.75, 6.27]Spent LIBs Cathode materialsSpent LIBs Cathode materials
371566textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[32.04, 540.9, 57.32, 6.27]Sampling strategySampling strategy
371567textbody_candidate_excludedFalsemediumafter_back_matter_stopafter_back_matter_stop
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False[126.72, 540.9, 425.83, 6.27]Each testing group contains at least three parallel samples to ensure the reliability and repeatability of the test battery performance.Each testing group contains at least three parallel samples to ensure the reliability and repeatability of the test battery performance.
371568textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[32.04, 560.58, 48.06, 6.27]Data collectionData collection
371569textbody_candidate_excludedFalsemediumafter_back_matter_stopafter_back_matter_stop
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False[126.72, 560.58, 240.24, 6.27]All battery test data are automatically recorded by the battery test system.All battery test data are automatically recorded by the battery test system.
371570textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[32.04, 580.26, 76.14, 6.27]Timing and spatial scaleTiming and spatial scale
371571textbody_candidate_excludedFalsemediumafter_back_matter_stopafter_back_matter_stop
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False[126.72, 580.26, 423.24, 25.47]The start and end of the battery test are based on the voltage. The charge and discharge test will start when the voltage reaches theset value of charge and discharge cut-off voltage, respectively. The whole cycle test …The start and end of the battery test are based on the voltage. The charge and discharge test will start when the voltage reaches theset value of charge and discharge cut-off voltage, respectively. The whole cycle test …
371572textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[32.04, 619.26, 49.88, 6.27]Data exclusionsData exclusions
371573textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[126.72, 619.26, 72.46, 6.27]No data was excluded.No data was excluded.
371574textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[32.04, 638.94, 48.53, 6.27]ReproducibilityReproducibility
371575textbody_candidate_excludedFalsemediumafter_back_matter_stopafter_back_matter_stop
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False[126.72, 638.94, 344.74, 6.27]Each group of test cells has at least three parallel samples to ensure reproducibility of experimental results.Each group of test cells has at least three parallel samples to ensure reproducibility of experimental results.
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False[32.04, 658.62, 48.29, 6.27]RandomizationRandomization
371577textbody_candidate_excludedFalsemediumafter_back_matter_stopafter_back_matter_stop
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False[126.72, 658.62, 393.33, 16.83]This is not relevant to this study. The selection of experimental samples and test conditions are strictly controlled and kept consistent, so there is no randomization in this study.This is not relevant to this study. The selection of experimental samples and test conditions are strictly controlled and kept consistent, so there is no randomization in this study.
371578textunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[32.04, 688.98, 25.79, 6.27]BlindingBlinding
371579textbody_candidate_excludedFalsemediumafter_back_matter_stopafter_back_matter_stop
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False[126.72, 688.98, 419.33, 25.47]This is not relevant to this study. There are many researches on recycling of cathode materials, and there are many referable results,which are very clear. The results of this paper are clear, and all the details are de…This is not relevant to this study. There are many researches on recycling of cathode materials, and there are many referable results,which are very clear. The results of this paper are clear, and all the details are de…
371580page_headerpage_headerFalselowafter_back_matter_stopafter_back_matter_stop
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True[580.85, 686.64, 7.26, 30.14]April 2023April 2023
371581page_footerpage_footerFalselowafter_back_matter_stopafter_back_matter_stop
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True[580.32, 757.2, 4.85, 8.97]22
381582section_headerunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[23.52, 67.22, 435.19, 15.63]Reporting for specific materials, systems and methodsReporting for specific materials, systems and methods
381583textbody_candidate_excludedFalsemediumafter_back_matter_stopafter_back_matter_stop
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False[24.96, 89.34, 532.83, 15.87]Werequire information from authors about some types of materials, experimental systems and methods used in many studies. Here, indicate whether each material, system or method listed is relevant to your study. If you ar…Werequire information from authors about some types of materials, experimental systems and methods used in many studies. Here, indicate whether each material, system or method listed is relevant to your study. If you ar…
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False[26.16, 140.58, 94.74, 7.02]n/a Involved in the studyn/a Involved in the study
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False[27.84, 124.52, 150.58, 8.61]Materials & experimental systemsMaterials & experimental systems
381586page_headerpage_headerFalselowafter_back_matter_stopafter_back_matter_stop
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False[32.04, 26.46, 118.01, 7.02]Did the study involve field work?Did the study involve field work?
381587checkbox_unselectedunknown_textFalselowafter_back_matter_stopafter_back_matter_stop
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False[59.04, 154.26, 34.43, 6.27]AntibodiesAntibodies
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False[59.04, 168.42, 63.02, 6.27]Eukaryotic cell linesEukaryotic cell lines
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False[59.04, 182.58, 100.66, 6.27]Palaeontology and archaeologyPalaeontology and archaeology
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False[177.0, 28.98, 10.81, 6.27]YesYes
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False[219.24, 140.58, 12.15, 7.02]n/an/a
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False[219.48, 28.98, 9.3, 6.27]NoNo
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False[220.8, 124.52, 39.86, 8.61]MethodsMethods
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False[238.68, 140.58, 75.21, 7.02]Involved in the studyInvolved in the study
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False[252.12, 154.26, 28.04, 6.27]ChIP-seqChIP-seq
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False[252.12, 168.42, 49.94, 6.27]Flow cytometryFlow cytometry
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False[252.12, 182.58, 80.87, 6.27]MRI-based neuroimagingMRI-based neuroimaging
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True[577.37, 29.76, 9.96, 165.9]nature portfolio | reporting summarynature portfolio | reporting summary
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False[59.04, 196.86, 93.58, 6.27]Animals and other organismsAnimals and other organisms
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False[59.04, 211.02, 38.78, 6.27]Clinical dataClinical data
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False[59.04, 225.18, 93.52, 6.27]Dual use research of concernDual use research of concern
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False[59.04, 239.34, 19.55, 6.27]PlantsPlants
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True[580.85, 686.64, 7.26, 30.14]April 2023April 2023
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True[580.32, 757.2, 4.85, 8.97]33