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Visual Assets

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1figureFig. 13direct_caption_ref0.82[49.96, 57.14, 239.41, 205.28]Fig. 1 XRD patterns of ( a ) undoped LMNCO cathode and its counterparts doped with ( b ) In, or ( c ) Sn dopant
2figureFig. 24nearby_text_caption0.82[50.02, 481.85, 239.4, 197.68]Fig. 2 FTIR spectra of the undoped LMNCO cathode and those doped with In or Sn dopant
3figureFig. 35nearby_text_caption0.82[50.24, 58.89, 493.94, 624.51]Fig. 3 FESEM images of ( a ) undoped LMNCO cathode and the ones doped with ( b ) In or ( c ) Sn. EDXS patterns of ( d ) undoped LMNCO cathode and the ones doped with ( e ) In or ( f ) Sn
4figureFig. 46direct_caption_ref0.82[49.96, 57.33, 239.27, 181.93]Fig. 4 Raman spectra of ( a ) undoped LMNCO cathode, and the ones doped with ( b ) In, or ( c ) Sn
5figureFig. 56nearby_text_caption0.82[50.39, 292.6, 494.13, 392.6]Fig. 5 Cyclic voltammograms of the undoped Li-rich cathode and those doped with In or Sn
6figureDocling Figure 67missing_caption0.55[51.74, 463.98, 492.52, 224.57]
7figureFig. 78nearby_text_caption0.82[177.22, 411.89, 367.45, 298.31]Fig. 7 The initial charge/dis -charge diagrams of (a, a') pure LMNCO cathode and the ones doped with (b, b') In or (c, c') Sn
8figureDocling Figure 89missing_caption0.55[49.62, 361.03, 494.95, 211.16]
9tableTable 13nearby_text_caption0.82[49.92, 658.19, 495.09, 58.99]Table 1 The lattice parameters along with reliability factors obtained for the undoped Li-rich cathode and those doped with In or Sn dopant
10tableTable 28sequence_or_inferred_caption0.82[50.02, 78.97, 239.17, 48.07]Table 2 R e , R ct , and Z w of pure Li-rich cathode and its counterparts doped with indium or tin σ exhibits Warburg coefficient. Figure 6b renders the linear relationship between Z' in the low-frequency region and ω -0.5 . The σ in Eq. 1 equals to the slope of the curve of Z' versus ω -0.5 , which has indirect relationship with DLi+ ( DLi+ = 1/σ 2 ) [ 36 ]. By considering all parameters of R, T, A, n, F, and C constant, DLi+ of In-doped and Sn-doped cathodes are approximately 4.34 and 2.25 times of DLi+ of pure cathode, respectively.
11tableTable 39sequence_or_inferred_caption0.82[50.23, 79.43, 238.71, 67.42]Table 3 Electrochemical performance of pure and doped LMNCO cathodes during the first cycle at 0.1 C rate and discharge capacity (312.6 mAh/g), corresponding to a Coulombic efficiency of 86.3%.
12tableTable 49nearby_text_caption0.82[49.83, 631.57, 494.99, 79.21]Table 4 Comparative electrochemical performance of Sn-doped LMNCO cathodes at 0.1 C rate (1st cycle). All reported studies used the same base composition for comparison

Excluded Blocks

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[51.02, 190.05, 340.76, 17.36]Received: 28 January 2026 / Revised: 19 April 2026 / Accepted: 20 May 2026 © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2026Received: 28 January 2026 / Revised: 19 April 2026 / Accepted: 20 May 2026 © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2026
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[306.14, 88.27, 240.24, 37.29]Leifer N et al (2020) Linking structure to performance of Li 1.2 Mn 0.54 Ni 0.13 Co 0.13 O 2 (Li and Mn rich NMC) cathode materials synthesized by different methods. Phys Chem Chem Phys 22(16):9098-9109Leifer N et al (2020) Linking structure to performance of Li 1.2 Mn 0.54 Ni 0.13 Co 0.13 O 2 (Li and Mn rich NMC) cathode materials synthesized by different methods. Phys Chem Chem Phys 22(16):9098-9109
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[306.14, 198.27, 240.24, 27.29]Zhang W et al (2019) Surface modification of Li1. 2Mn0. 54Ni0. 13Co0. 13O2 cathode material with Al2O3/SiO2 composite for lithium-ion batteries. J Electrochem Soc 166(6):A863Zhang W et al (2019) Surface modification of Li1. 2Mn0. 54Ni0. 13Co0. 13O2 cathode material with Al2O3/SiO2 composite for lithium-ion batteries. J Electrochem Soc 166(6):A863
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[306.14, 318.27, 240.25, 37.29]Zhou L et al (2017) Sn-doped Li1. 2Mn0. 54Ni0. 13Co0. 13O2 cathode materials for lithium-ion batteries with enhanced electrochemical performance. J Solid State Electrochem 21(12):3467-3477Zhou L et al (2017) Sn-doped Li1. 2Mn0. 54Ni0. 13Co0. 13O2 cathode materials for lithium-ion batteries with enhanced electrochemical performance. J Solid State Electrochem 21(12):3467-3477
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[306.14, 598.27, 240.24, 27.29]Vanaphuti P et al (2019) Enhanced electrochemical performance of the lithium-manganese-rich cathode for Li-ion batteries with Na and F codoping. ACS Appl Mater Interfaces 11(41):37842-37849Vanaphuti P et al (2019) Enhanced electrochemical performance of the lithium-manganese-rich cathode for Li-ion batteries with Na and F codoping. ACS Appl Mater Interfaces 11(41):37842-37849
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[306.14, 628.27, 240.24, 37.29]Shi Y et al (2020) Facile and scalable dry surface doping technique to enhance the electrochemical performance of LiNi 0.64 Mn0.2 Co 0.16 O 2 cathode materials. J Mater Chem A 8(38):19866-19872Shi Y et al (2020) Facile and scalable dry surface doping technique to enhance the electrochemical performance of LiNi 0.64 Mn0.2 Co 0.16 O 2 cathode materials. J Mater Chem A 8(38):19866-19872
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[306.14, 58.27, 240.24, 37.29]Kasper M et al (2023) Calibrated electrochemical impedance spectroscopy and time-domain measurements of a 7 kWh automotive lithium-ion battery module with 396 cylindrical cells. Batteries Supercaps 6(2):e202200415Kasper M et al (2023) Calibrated electrochemical impedance spectroscopy and time-domain measurements of a 7 kWh automotive lithium-ion battery module with 396 cylindrical cells. Batteries Supercaps 6(2):e202200415
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[306.14, 178.27, 238.99, 37.29]Xu Y, Cui Q (2020) Nb-doped Li1. 20 [Mn0. 54Ni0. 13Co0. 13] O2 cathode material with enhanced electrochemical properties for lithium-ion battery. Int J Electrochem Sci 15(1):803-815Xu Y, Cui Q (2020) Nb-doped Li1. 20 [Mn0. 54Ni0. 13Co0. 13] O2 cathode material with enhanced electrochemical properties for lithium-ion battery. Int J Electrochem Sci 15(1):803-815
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[306.14, 218.27, 240.24, 37.29]Shicheng W, Ling J, Xiaowen T (2017) Synthesis and electrochemical properties of Er 3+ Doped Li[Li 0.2Mn 0.54 Ni 0.13 Co0.13 ]O 2 as Cathode Materials for Lithium Ion Bateries. Int J Electrochem Sci 12:10783-10790Shicheng W, Ling J, Xiaowen T (2017) Synthesis and electrochemical properties of Er 3+ Doped Li[Li 0.2Mn 0.54 Ni 0.13 Co0.13 ]O 2 as Cathode Materials for Lithium Ion Bateries. Int J Electrochem Sci 12:10783-10790
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[306.14, 258.27, 238.11, 27.29]Luo M et al (2018) Effects of doping Al on the structure and electrochemical performances of Li[Li 0.2Mn 0.54 Ni 0.13 Co0.13 ]O 2 cath -ode materials. Ionics 24:967-976Luo M et al (2018) Effects of doping Al on the structure and electrochemical performances of Li[Li 0.2Mn 0.54 Ni 0.13 Co0.13 ]O 2 cath -ode materials. Ionics 24:967-976
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[306.14, 332.27, 240.24, 47.29]Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
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[51.02, 34.45, 18.9, 7.36]IonicsIonics
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[51.02, 45.44, 146.22, 7.36]https://doi.org/10.1007/s11581-026-07213-8
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[56.79, 67.6, 42.9, 8.23]RESEARCHRESEARCH
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[51.02, 108.72, 436.01, 31.83]Doping Li-rich layered oxide cathodes with Sn or In to enhance their structural stability and electrochemical performanceDoping Li-rich layered oxide cathodes with Sn or In to enhance their structural stability and electrochemical performance
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[51.02, 158.01, 384.82, 10.45]Reihane Etefagh 1,2 · Amirhassan Amiri 1 · Boshra Ghanbari Shohany 1,2 · Nima Rasekh Saleh 3Reihane Etefagh 1,2 · Amirhassan Amiri 1 · Boshra Ghanbari Shohany 1,2 · Nima Rasekh Saleh 3
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[51.02, 229.22, 37.8, 8.44]AbstractAbstract
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[51.02, 241.84, 495.73, 146.07]Li₁.₂Mn₀.₅₄Ni₀.₁₃Co₀.₁₃O₂ (LMNCO) is known a promising high-capacity cathode material for next-generation lithiumion batteries (LIBs), leveraging both transition-metal and oxygen redox reactions. However, challenges such as oxygen loss, structural degradation, and voltage fading hinder their practical application. To address these issues, we synthesized LMNCO cathode via solid-state methods and systematically investigated the effects of indium (In) or tin (Sn) dopant on its structural and electrochemical properties. X-ray diffraction (XRD) spectroscopy with Rietveld refinement confirmed the retention of the α-NaFeO₂ structure ( R-3 m symmetry) in all samples with Sn or In doping inducing lattice expansion. Characterization tests revealed minimal morphological changes but altered surface chemistry and metal-oxygen bonding. Electrochemically, doped cathodes exhibited enhanced Li⁺ diffusion kinetics and reduced charge-transfer resistance. Compared to undoped and In-doped cathodes, the one doped with Sn delivered better electrochemical performance where it delivered discharge capacity of 308.9 mAh/g after 10 cycles 0.1 C, attributing to facilitated Li⁺ transport and lowered impedance. This study demonstrates that strategic doping with Sn or In can significantly stabilize Li-rich cathodes, offering a viable route toward high-energy, durable lithium-ion batteries.Li₁.₂Mn₀.₅₄Ni₀.₁₃Co₀.₁₃O₂ (LMNCO) is known a promising high-capacity cathode material for next-generation lithiumion batteries (LIBs), leveraging both transition-metal and oxygen redox reactions. However, challenges such as oxygen loss, structural degradation, and voltage fading hinder their practical application. To address these issues, we synthesized LMNCO cathode via solid-state methods and systematically investigated the effects of indium (In) or tin (Sn) dopant on its structural and electrochemical properties. X-ray diffraction (XRD) spectroscopy with Rietveld refinement confirmed the retention of the α-NaFeO₂ structure ( R-3 m symmetry) in all samples with Sn or In doping inducing lattice expansion. Characterization tests revealed minimal morphological changes but altered surface chemistry and metal-oxygen bonding. Electrochemically, doped cathodes exhibited enhanced Li⁺ diffusion kinetics and reduced charge-transfer resistance. Compared to undoped and In-doped cathodes, the one doped with Sn delivered better electrochemical performance where it delivered discharge capacity of 308.9 mAh/g after 10 cycles 0.1 C, attributing to facilitated Li⁺ transport and lowered impedance. This study demonstrates that strategic doping with Sn or In can significantly stabilize Li-rich cathodes, offering a viable route toward high-energy, durable lithium-ion batteries.
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[51.02, 403.72, 350.51, 8.69]Keywords Lithium-ion batteries · LMNCO cathode · Doping · Indium (In) · Tin (tin)Keywords Lithium-ion batteries · LMNCO cathode · Doping · Indium (In) · Tin (tin)
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[51.02, 437.41, 67.64, 10.13]IntroductionIntroduction
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[65.2, 624.45, 63.78, 17.29]Amirhassan Amiri ah.amiri@um.ac.irAmirhassan Amiri ah.amiri@um.ac.ir
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[51.02, 652.74, 221.12, 19.0]1 Department of Chemistry, Ferdowsi University of Mashhad, Mashhad 9177948974, Iran1 Department of Chemistry, Ferdowsi University of Mashhad, Mashhad 9177948974, Iran
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[51.02, 677.74, 168.23, 9.0]2 Borhan Nano Scale Company, Mashhad, Iran2 Borhan Nano Scale Company, Mashhad, Iran
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[51.02, 692.74, 219.11, 19.0]3 Department of Mechanical and Aerospace Engineering, ET. C, Islamic Azad University, Tehran, Iran3 Department of Mechanical and Aerospace Engineering, ET. C, Islamic Azad University, Tehran, Iran
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[51.02, 387.41, 112.91, 10.13]Experimental sectionExperimental section
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[51.02, 413.09, 42.68, 9.49]MaterialsMaterials
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[51.02, 563.09, 86.16, 9.49]Synthesis methodsSynthesis methods
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[51.02, 588.76, 153.02, 8.64]Synthesis of undoped LMNCO cathodeSynthesis of undoped LMNCO cathode
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[525.36, 34.66, 22.16, 7.18]IonicsIonics
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[306.14, 188.76, 191.43, 8.64]Synthesis of Sn- and In- doped LMNCO cathodesSynthesis of Sn- and In- doped LMNCO cathodes
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[306.14, 500.59, 195.14, 21.99]Electrode fabrication, cell assembling, and electrochemical experimentsElectrode fabrication, cell assembling, and electrochemical experiments
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[51.07, 274.65, 238.11, 17.48]Fig. 1 XRD patterns of ( a ) undoped LMNCO cathode and its counterparts doped with ( b ) In, or ( c ) Sn dopantFig. 1 XRD patterns of ( a ) undoped LMNCO cathode and its counterparts doped with ( b ) In, or ( c ) Sn dopant
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[51.02, 499.91, 119.65, 10.13]Results and discussionResults and discussion
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[51.02, 525.59, 100.0, 9.49]Characterization testsCharacterization tests
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[51.02, 650.0, 473.46, 7.39]Table 1 The lattice parameters along with reliability factors obtained for the undoped Li-rich cathode and those doped with In or Sn dopantTable 1 The lattice parameters along with reliability factors obtained for the undoped Li-rich cathode and those doped with In or Sn dopant
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[51.07, 692.22, 240.24, 17.39]Fig. 2 FTIR spectra of the undoped LMNCO cathode and those doped with In or Sn dopantFig. 2 FTIR spectra of the undoped LMNCO cathode and those doped with In or Sn dopant
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[51.02, 696.33, 495.36, 17.48]Fig. 3 FESEM images of ( a ) undoped LMNCO cathode and the ones doped with ( b ) In or ( c ) Sn. EDXS patterns of ( d ) undoped LMNCO cathode and the ones doped with ( e ) In or ( f ) SnFig. 3 FESEM images of ( a ) undoped LMNCO cathode and the ones doped with ( b ) In or ( c ) Sn. EDXS patterns of ( d ) undoped LMNCO cathode and the ones doped with ( e ) In or ( f ) Sn
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[525.36, 34.66, 20.62, 7.33]IonicsIonics
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[306.14, 175.59, 113.9, 9.49]Electrochemical analysesElectrochemical analyses
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[51.07, 251.37, 240.23, 17.48]Fig. 4 Raman spectra of ( a ) undoped LMNCO cathode, and the ones doped with ( b ) In, or ( c ) SnFig. 4 Raman spectra of ( a ) undoped LMNCO cathode, and the ones doped with ( b ) In, or ( c ) Sn
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[51.07, 697.26, 313.35, 7.39]Fig. 5 Cyclic voltammograms of the undoped Li-rich cathode and those doped with In or SnFig. 5 Cyclic voltammograms of the undoped Li-rich cathode and those doped with In or Sn
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[51.02, 740.27, 18.75, 12.86]1 31 3
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[51.02, 34.66, 19.86, 7.35]IonicsIonics
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[503.77, 740.27, 18.75, 12.86]1 31 3
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[51.02, 61.48, 240.24, 17.39]Table 2 R e , R ct , and Z w of pure Li-rich cathode and its counterparts doped with indium or tinTable 2 R e , R ct , and Z w of pure Li-rich cathode and its counterparts doped with indium or tin
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[51.02, 413.72, 113.31, 37.39]Fig. 7 The initial charge/dis -charge diagrams of (a, a') pure LMNCO cathode and the ones doped with (b, b') In or (c, c') SnFig. 7 The initial charge/dis -charge diagrams of (a, a') pure LMNCO cathode and the ones doped with (b, b') In or (c, c') Sn
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[51.02, 740.27, 18.75, 12.86]1 31 3
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[525.36, 34.59, 25.5, 7.74]IonicsIonics
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[51.02, 34.66, 19.86, 7.35]IonicsIonics
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[51.02, 61.48, 240.23, 17.39]Table 3 Electrochemical performance of pure and doped LMNCO cathodes during the first cycle at 0.1 C rateTable 3 Electrochemical performance of pure and doped LMNCO cathodes during the first cycle at 0.1 C rate
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[51.07, 584.62, 284.03, 7.48]Fig. 8 ( a ) cycling performance, and ( b ) rate capability of the synthesized electrodesFig. 8 ( a ) cycling performance, and ( b ) rate capability of the synthesized electrodes
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[51.02, 613.63, 495.35, 17.39]Table 4 Comparative electrochemical performance of Sn-doped LMNCO cathodes at 0.1 C rate (1st cycle). All reported studies used the same base composition for comparisonTable 4 Comparative electrochemical performance of Sn-doped LMNCO cathodes at 0.1 C rate (1st cycle). All reported studies used the same base composition for comparison
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[503.77, 740.27, 18.75, 12.86]1 31 3
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[51.02, 62.41, 64.24, 10.13]ConclusionsConclusions
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[51.02, 474.27, 238.11, 17.39]Acknowledgements The authors appreciate the support of the Fer -dowsi University of Mashhad.Acknowledgements The authors appreciate the support of the Fer -dowsi University of Mashhad.
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[51.02, 506.27, 240.24, 47.39]Author contributions Reihane Etefagh: Formal analysis, Data curation, Validation, Writing - original draft. Amirhassan Amiri: Supervision, Funding acquisition, Writing - review & editing. Boshra Ghanbari Shohany: Investigation, Data curation, Writing - original draft. Nima Rasekh Saleh: Supervision, Writing - review & editing.Author contributions Reihane Etefagh: Formal analysis, Data curation, Validation, Writing - original draft. Amirhassan Amiri: Supervision, Funding acquisition, Writing - review & editing. Boshra Ghanbari Shohany: Investigation, Data curation, Writing - original draft. Nima Rasekh Saleh: Supervision, Writing - review & editing.
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[51.02, 568.27, 240.24, 17.39]Data availability No datasets were generated or analysed during the current study.Data availability No datasets were generated or analysed during the current study.
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[51.02, 601.59, 57.44, 9.49]DeclarationsDeclarations
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[51.02, 625.27, 221.47, 7.39]Competing interests The authors declare no competing interests.Competing interests The authors declare no competing interests.
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[51.02, 660.41, 58.42, 10.13]ReferencesReferences
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[51.02, 685.37, 238.11, 27.29]Silvestri L et al (2023) Li-rich layered oxides: structure and doping strategies to enable Co-poor/Co-free cathodes for Li-ion batteries. Crystals 13(2):204Silvestri L et al (2023) Li-rich layered oxides: structure and doping strategies to enable Co-poor/Co-free cathodes for Li-ion batteries. Crystals 13(2):204
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[51.02, 740.27, 18.75, 12.86]1 31 3
low10105page_headerpage_headerafter_back_matter_stopafter_back_matter_stop
after_stopp10:top_margin:column_2_of_2:white[255, 255, 255]
white
[525.36, 34.66, 22.16, 7.18]IonicsIonics
low10106list_itemunknown_textafter_back_matter_stopafter_back_matter_stop
after_stopp10:top_margin:column_2_of_2:white[255, 255, 255]
white
[306.14, 58.27, 240.23, 27.29]Yang R et al (2021) A first-principles study on the properties of Sn-doped LiCoO 2 for Li-ion batteries. Dalton Trans 50(13):4680-4685Yang R et al (2021) A first-principles study on the properties of Sn-doped LiCoO 2 for Li-ion batteries. Dalton Trans 50(13):4680-4685
low10108list_itemreferenceafter_back_matter_stopafter_back_matter_stop
after_stopp10:body_zone:column_2_of_2:white[255, 255, 255]
white
[306.14, 128.27, 240.24, 37.29]Chen C et al (2016) Oxygen vacancies in SnO2 surface coating to enhance the activation of layered Li-Rich Li1. 2Mn0. 54Ni0. 13Co0. 13O2 cathode material for Li-ion batteries. J Power Sources 331:91-99Chen C et al (2016) Oxygen vacancies in SnO2 surface coating to enhance the activation of layered Li-Rich Li1. 2Mn0. 54Ni0. 13Co0. 13O2 cathode material for Li-ion batteries. J Power Sources 331:91-99
low10109list_itemreferenceafter_back_matter_stopafter_back_matter_stop
after_stopp10:body_zone:column_2_of_2:white[255, 255, 255]
white
[306.14, 168.27, 240.24, 27.29]Zubair M et al (2018) Electrochemical kinetics and cycle stability improvement with Nb doping for lithium-rich layered oxides. ACS Appl Energy Mater 2(1):503-512Zubair M et al (2018) Electrochemical kinetics and cycle stability improvement with Nb doping for lithium-rich layered oxides. ACS Appl Energy Mater 2(1):503-512
low10111list_itemreferenceafter_back_matter_stopafter_back_matter_stop
after_stopp10:body_zone:column_2_of_2:white[255, 255, 255]
white
[306.14, 228.27, 240.25, 27.29]Liu W et al (2015) Nickel-rich layered lithium transition-metal oxide for high-energy lithium-ion batteries. Angew Chem Int Ed 54(15):4440-4457Liu W et al (2015) Nickel-rich layered lithium transition-metal oxide for high-energy lithium-ion batteries. Angew Chem Int Ed 54(15):4440-4457
low10112list_itemreferenceafter_back_matter_stopafter_back_matter_stop
after_stopp10:body_zone:column_2_of_2:white[255, 255, 255]
white
[306.14, 258.27, 240.24, 27.29]Zhu H et al (2020) Sn-doping and Li2SnO3 nano-coating layer co-modified LiNi0. 5Co0. 2Mn0. 3O2 with improved cycle stability at 4.6 V cut-off voltage. Nanomaterials 10(5):868Zhu H et al (2020) Sn-doping and Li2SnO3 nano-coating layer co-modified LiNi0. 5Co0. 2Mn0. 3O2 with improved cycle stability at 4.6 V cut-off voltage. Nanomaterials 10(5):868
low10113list_itemaffiliationafter_back_matter_stopafter_back_matter_stop
after_stopp10:body_zone:column_2_of_2:white[255, 255, 255]
white
[306.14, 288.27, 240.24, 27.29]Kantichaimongkol P, Wanotayan T (2025) Review on surface engineering of NMC for high performance of lithium-ion batteries. J Met Mater Minerals 35(2):e2338-e2338Kantichaimongkol P, Wanotayan T (2025) Review on surface engineering of NMC for high performance of lithium-ion batteries. J Met Mater Minerals 35(2):e2338-e2338
low10115list_itemunknown_textafter_back_matter_stopafter_back_matter_stop
after_stopp10:body_zone:column_2_of_2:white[255, 255, 255]
white
[306.14, 358.27, 240.24, 27.29]Li B et al (2019) Improving rate performances of Li-rich layered oxide by the co-doping of Sn and K ions. J Materiomics 5(2):149-155Li B et al (2019) Improving rate performances of Li-rich layered oxide by the co-doping of Sn and K ions. J Materiomics 5(2):149-155
low10116list_itemunknown_textafter_back_matter_stopafter_back_matter_stop
after_stopp10:body_zone:column_2_of_2:white[255, 255, 255]
white
[306.14, 388.27, 238.11, 27.29]Wang D et al (2018) Integrated surface functionalization of Lirich cathode materials for Li-ion batteries. ACS Appl Mater Interfaces 10(48):41802-41813Wang D et al (2018) Integrated surface functionalization of Lirich cathode materials for Li-ion batteries. ACS Appl Mater Interfaces 10(48):41802-41813
low10117list_itemreferenceafter_back_matter_stopafter_back_matter_stop
after_stopp10:body_zone:column_2_of_2:white[255, 255, 255]
white
[306.14, 418.27, 240.22, 27.29]Dalapati GK et al (2021) Tin oxide for optoelectronic, photovoltaic and energy storage devices: a review. J Mater Chem A 9(31):16621-16684Dalapati GK et al (2021) Tin oxide for optoelectronic, photovoltaic and energy storage devices: a review. J Mater Chem A 9(31):16621-16684
low10118list_itemunknown_textafter_back_matter_stopafter_back_matter_stop
after_stopp10:body_zone:column_2_of_2:white[255, 255, 255]
white
[306.14, 448.27, 240.25, 27.29]Lin W et al (2023) Indium doping: an effective route to optimize the electrochemical performance of lifepo4 cathode material. Solid State Ionics 403:116322Lin W et al (2023) Indium doping: an effective route to optimize the electrochemical performance of lifepo4 cathode material. Solid State Ionics 403:116322
low10119list_itemunknown_textafter_back_matter_stopafter_back_matter_stop
after_stopp10:body_zone:column_2_of_2:white[255, 255, 255]
white
[306.14, 478.27, 240.24, 27.29]Luo Z (2025) A Review on element doping in Li-rich cathode materials for lithium-ion batteries. in E3S Web of Conferences. EDP SciencesLuo Z (2025) A Review on element doping in Li-rich cathode materials for lithium-ion batteries. in E3S Web of Conferences. EDP Sciences
low10120list_itemunknown_textafter_back_matter_stopafter_back_matter_stop
after_stopp10:body_zone:column_2_of_2:white[255, 255, 255]
white
[306.14, 508.27, 240.24, 27.29]Bai G et al (2022) Electrochemical behavior of Sn-doped Li1. 2V3O8 cathode materials for Lithium-ion batteries. Mater Sci Engineering: B 286:115988Bai G et al (2022) Electrochemical behavior of Sn-doped Li1. 2V3O8 cathode materials for Lithium-ion batteries. Mater Sci Engineering: B 286:115988
low10121list_itemunknown_textafter_back_matter_stopafter_back_matter_stop
after_stopp10:body_zone:column_2_of_2:white[255, 255, 255]
white
[306.14, 538.27, 240.25, 27.29]Çetin B, Camtakan Z, Yuca N (2020) Synthesis and characterization of li-rich cathode material for lithium ion batteries. Mater Lett 273:127927Çetin B, Camtakan Z, Yuca N (2020) Synthesis and characterization of li-rich cathode material for lithium ion batteries. Mater Lett 273:127927
low10122list_itemreferenceafter_back_matter_stopafter_back_matter_stop
after_stopp10:body_zone:column_2_of_2:white[255, 255, 255]
white
[306.14, 568.27, 240.24, 27.29]Zhang K et al (2020) Improving electrochemical properties by sodium doping for lithium-rich layered oxides. ACS Appl Energy Mater 3(9):8953-8959Zhang K et al (2020) Improving electrochemical properties by sodium doping for lithium-rich layered oxides. ACS Appl Energy Mater 3(9):8953-8959
low10125list_itemreferenceafter_back_matter_stopafter_back_matter_stop
after_stopp10:body_zone:column_2_of_2:white[255, 255, 255]
white
[306.14, 668.27, 240.24, 27.29]Liu S et al (2018) Comparative studies of zirconium doping and coating on LiNi 0.6 Co0.2 Mn0.2 O 2 cathode material at elevated tem -peratures. J Power Sources 396:288-296Liu S et al (2018) Comparative studies of zirconium doping and coating on LiNi 0.6 Co0.2 Mn0.2 O 2 cathode material at elevated tem -peratures. J Power Sources 396:288-296
low10126list_itemunknown_textafter_back_matter_stopafter_back_matter_stop
after_stopp10:body_zone:column_2_of_2:white[255, 255, 255]
white
[306.14, 698.27, 240.23, 17.29]Darjazi H et al (2022) Improving high-voltage cycling performance of nickel-rich NMC layered oxide cathodes forDarjazi H et al (2022) Improving high-voltage cycling performance of nickel-rich NMC layered oxide cathodes for
low11127page_headerpage_headerafter_back_matter_stopafter_back_matter_stop
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white
[51.02, 34.66, 19.86, 7.35]IonicsIonics
low11128list_itemunknown_textafter_back_matter_stopafter_back_matter_stop
after_stopp11:top_margin:column_1_of_2:white[255, 255, 255]
white
[68.03, 58.27, 223.23, 17.29]rechargeable lithium-ion batteries by Mg and Zr co-doping. Mater Today Sustain 20:100236rechargeable lithium-ion batteries by Mg and Zr co-doping. Mater Today Sustain 20:100236
low11129list_itemreferenceafter_back_matter_stopafter_back_matter_stop
after_stopp11:page_body:column_1_of_2:white[255, 255, 255]
white
[51.02, 78.27, 238.11, 27.29]Darjazi H et al (2022) Improvement of structural and electrochemical properties of NMC layered cathode material by com -bined doping and coating. Electrochim Acta 404:139577Darjazi H et al (2022) Improvement of structural and electrochemical properties of NMC layered cathode material by com -bined doping and coating. Electrochim Acta 404:139577
low11130list_itemaffiliationafter_back_matter_stopafter_back_matter_stop
after_stopp11:page_body:column_1_of_2:white[255, 255, 255]
white
[51.02, 108.27, 239.66, 27.29]Pasieczna-Patkowska S, Cichy M, Flieger J (2025) Application of Fourier transform infrared (FTIR) spectroscopy in characterization of green synthesized nanoparticles. Molecules 30(3):684Pasieczna-Patkowska S, Cichy M, Flieger J (2025) Application of Fourier transform infrared (FTIR) spectroscopy in characterization of green synthesized nanoparticles. Molecules 30(3):684
low11131list_itemunknown_textafter_back_matter_stopafter_back_matter_stop
after_stopp11:page_body:column_1_of_2:white[255, 255, 255]
white
[51.02, 138.27, 238.11, 17.29]Jeevanantham B et al (2022) Magnesium doped LiNi x MnyCoz O 2 cathode-structural properties. Appl Surf Sci Adv 12:100350Jeevanantham B et al (2022) Magnesium doped LiNi x MnyCoz O 2 cathode-structural properties. Appl Surf Sci Adv 12:100350
low11132list_itemaffiliationafter_back_matter_stopafter_back_matter_stop
after_stopp11:page_body:column_1_of_2:white[255, 255, 255]
white
[51.02, 158.27, 240.24, 27.29]Tkachenko Y, Niedzielski P (2022) FTIR as a method for qualitative assessment of solid samples in geochemical research: a review. Molecules 27(24):8846Tkachenko Y, Niedzielski P (2022) FTIR as a method for qualitative assessment of solid samples in geochemical research: a review. Molecules 27(24):8846
low11133list_itemunknown_textafter_back_matter_stopafter_back_matter_stop
after_stopp11:page_body:column_1_of_2:white[255, 255, 255]
white
[51.02, 188.27, 240.24, 27.29]He D et al (2023) Structural insights into lithium-deficient type Li-rich layered oxide for high-performance cathode. Chin J Struct Chem 42:100060He D et al (2023) Structural insights into lithium-deficient type Li-rich layered oxide for high-performance cathode. Chin J Struct Chem 42:100060
low11134list_itemunknown_textafter_back_matter_stopafter_back_matter_stop
after_stopp11:page_body:column_1_of_2:white[255, 255, 255]
white
[51.02, 218.27, 240.24, 27.29]Li LT et al (2023) Synthesis of high-performance singlecrystal Li-rich cathode by self-combustion method. Rare Met 42(3):830-837Li LT et al (2023) Synthesis of high-performance singlecrystal Li-rich cathode by self-combustion method. Rare Met 42(3):830-837
low11135list_itemunknown_textafter_back_matter_stopafter_back_matter_stop
after_stopp11:page_body:column_1_of_2:white[255, 255, 255]
white
[51.02, 248.27, 240.24, 17.29]Hashem AM et al (2019) Doped nanoscale NMC333 as cathode materials for Li-ion batteries. Materials 12(18):2899Hashem AM et al (2019) Doped nanoscale NMC333 as cathode materials for Li-ion batteries. Materials 12(18):2899
low11136list_itemunknown_textafter_back_matter_stopafter_back_matter_stop
after_stopp11:page_body:column_1_of_2:white[255, 255, 255]
white
[51.02, 268.27, 240.24, 27.29]Celeste A et al (2023) Unravelling structural changes of the Li1.2Mn0. 54Ni0. 13Co0. 13O2 lattice upon cycling in lithium cell. Mater Today Sustain 21:100277Celeste A et al (2023) Unravelling structural changes of the Li1.2Mn0. 54Ni0. 13Co0. 13O2 lattice upon cycling in lithium cell. Mater Today Sustain 21:100277
low11137list_itemreferenceafter_back_matter_stopafter_back_matter_stop
after_stopp11:page_body:column_1_of_2:white[255, 255, 255]
white
[51.02, 298.27, 240.25, 27.29]Zhao S et al (2021) Reaction mechanisms of layered lithium-rich cathode materials for high-energy lithium-ion batteries. Angew Chem Int Ed 60(5):2208-2220Zhao S et al (2021) Reaction mechanisms of layered lithium-rich cathode materials for high-energy lithium-ion batteries. Angew Chem Int Ed 60(5):2208-2220
low11138list_itemunknown_textafter_back_matter_stopafter_back_matter_stop
after_stopp11:page_body:column_1_of_2:white[255, 255, 255]
white
[51.02, 328.27, 240.25, 37.29]Yavarinasab A et al (2021) Potentiodynamic electrochemical impedance spectroscopy of polyaniline-modified pencil graphite electrodes for selective detection of biochemical trace elements. Polymers 14(1):31Yavarinasab A et al (2021) Potentiodynamic electrochemical impedance spectroscopy of polyaniline-modified pencil graphite electrodes for selective detection of biochemical trace elements. Polymers 14(1):31
low11139list_itemreferenceafter_back_matter_stopafter_back_matter_stop
after_stopp11:page_body:column_1_of_2:white[255, 255, 255]
white
[51.02, 368.27, 240.24, 27.29]Kim C, Jang I (2025) Application of Electrochemical Impedance Spectroscopy for Diagnostics in Fuel Cells, Electrolyzers, and Batteries. ChemElectroChem 12(11):e202500005Kim C, Jang I (2025) Application of Electrochemical Impedance Spectroscopy for Diagnostics in Fuel Cells, Electrolyzers, and Batteries. ChemElectroChem 12(11):e202500005
low11141list_itemunknown_textafter_back_matter_stopafter_back_matter_stop
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white
[306.14, 98.27, 240.24, 27.29]Kannan DR, Weatherspoon M (2021) The effect of pulse charging on commercial lithium cobalt oxide (LCO) battery characteristics. Int J Electrochem Sci 16(4):210453Kannan DR, Weatherspoon M (2021) The effect of pulse charging on commercial lithium cobalt oxide (LCO) battery characteristics. Int J Electrochem Sci 16(4):210453
low11142list_itemreferenceafter_back_matter_stopafter_back_matter_stop
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white
[306.14, 128.27, 240.24, 47.29]Keshmarzi MK, Fathollahi Zonouz A, Poursalehi F, Mosallanejad B, Daryakenari AA (2020) Electrophoretic deposition of nanographitic flakes/Co 3 O 4 nanocomposite layers synthesized by solvo -thermal process for improved lithium-ion-battery anode. J Solid State Chem 288:121471Keshmarzi MK, Fathollahi Zonouz A, Poursalehi F, Mosallanejad B, Daryakenari AA (2020) Electrophoretic deposition of nanographitic flakes/Co 3 O 4 nanocomposite layers synthesized by solvo -thermal process for improved lithium-ion-battery anode. J Solid State Chem 288:121471
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[306.14, 300.16, 238.11, 17.39]Publisher's Note Springer Nature remains neutral with regard to juris -dictional claims in published maps and institutional affiliations.Publisher's Note Springer Nature remains neutral with regard to juris -dictional claims in published maps and institutional affiliations.
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