Engineering Dynamic Electrolyte Microenvironments via Double-Shell Hosts for Practical Lithium–Sulfur Batteries
Corresponding Author: Weiwei Sun
Nano-Micro Letters,
Vol. 18 (2026), Article Number: 406
Abstract
The practical deployment of lithium–sulfur (Li–S) batteries is hampered by the shuttle effect of lithium polysulfides (LiPSs) and sluggish kinetics of sulfur redox reaction. While prevailing research focuses on maximizing the intrinsic activity of catalysts, the critical role of the host architecture in modulating the local reaction microenvironment remains overlooked. Herein, we report a facile ion-exchange strategy to synthesize double-shell hollow Prussian blue analogue derivative (Co2.5Fe/NC) as advanced sulfur hosts by precisely controlling the Co/Fe molar ratio at 2.5. Finite element simulations and in situ diagnostics reveal that the double-shell structure orchestrates a self-propelled electrolyte flow within the nanoreactor during operation. This dynamic flow effectively mitigates the spatial concentration heterogeneity of LiPSs, especially near the catalysts, thereby preventing active material passivation and ensuring sustained high catalytic efficiency. Consequently, even with a catalyst of moderate intrinsic activity, the Co2.5Fe/NC cathode achieves exceptional stability under lean electrolyte conditions (0.016% decay per cycle over 1000 cycles at 2 C). More importantly, an Ah-level pouch cell delivers a high energy density of 454.7 Wh kg⁻1. This work shifts the paradigm from solely pursuing catalytic activity to designing host structures that intelligently manage the electrochemical microenvironment, offering a new avenue toward practical Li–S batteries.
Highlights:
1 The efficient preparation of sulfur hosts derived from Prussian blue analogues with double-shell hollow structure was achieved through ion exchange with precisely controlled elemental ratios.
2 The double-shell structure alters the microenvironment of sulfur redox reaction through self-driven dynamic migration of electrolyte, preventing the local enrichment of lithium polysulfides around catalysts.
3 The double-shell sulfur cathode enhances the cycling stability and practical application of lithium–sulfur batteries, enabling an Ah-level pouch cell with an energy density of 454.7 Wh kg–1.
Keywords
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- S. Zhou, J. Shi, S. Liu, G. Li, F. Pei et al., Visualizing interfacial collective reaction behaviour of Li–S batteries. Nature 621(7977), 75–81 (2023). https://doi.org/10.1038/s41586-023-06326-8
- X.-Y. Li, M. Zhao, Y.-W. Song, C.-X. Bi, Z. Li et al., Polysulfide chemistry in metal–sulfur batteries. Chem. Soc. Rev. 54(10), 4822–4873 (2025). https://doi.org/10.1039/d4cs00318g
- Z. Liu, L. Wang, G. Yuan, W. Feng, Y. Zhang et al., Recent advances of metal-organic frameworks/carbon composites for rechargeable batteries. Coord. Chem. Rev. 556, 217661 (2026). https://doi.org/10.1016/j.ccr.2026.217661
- Z. Han, R. Gao, T. Wang, S. Tao, Y. Jia et al., Machine-learning-assisted design of a binary descriptor to decipher electronic and structural effects on sulfur reduction kinetics. Nat. Catal. 6(11), 1073–1086 (2023). https://doi.org/10.1038/s41929-023-01041-z
- G. Zhou, H. Chen, Y. Cui, Formulating energy density for designing practical lithium–sulfur batteries. Nat. Energy 7(4), 312–319 (2022). https://doi.org/10.1038/s41560-022-01001-0
- A. Bhargav, A. Manthiram, Li-S batteries, what’s next? Next Energy 1(1), 100012 (2023). https://doi.org/10.1016/j.nxener.2023.100012
- G. Yuan, Z. Qiu, Y. Su, J. Hu, W. Li et al., Rapid, large-scale, low-energy-consumption, zero-carbon production of high-efficiency electrolytes for sustainable zinc-ion batteries. Adv. Mater. 38(20), e21287 (2026). https://doi.org/10.1002/adma.202521287
- W. Yao, K. Liao, T. Lai, H. Sul, A. Manthiram, Rechargeable metal-sulfur batteries: key materials to mechanisms. Chem. Rev. 124(8), 4935–5118 (2024). https://doi.org/10.1021/acs.chemrev.3c00919
- N. Song, Y. Liang, S. Xiong, P. Wang, X. Li et al., Origin of synergy in bicomponent metal nitride–metal single atom catalysts for advanced lithium–sulfur batteries. Adv. Mater. 37(44), e08903 (2025). https://doi.org/10.1002/adma.202508903
- W. Sun, C. Liu, Y. Li, S. Luo, S. Liu et al., Rational construction of Fe2N@C yolk–shell nanoboxes as multifunctional hosts for ultralong lithium–sulfur batteries. ACS Nano 13(10), 12137–12147 (2019). https://doi.org/10.1021/acsnano.9b06629
- J. Jiang, J. Ontaneda, S. Pal, Z. Guo, C. Forrester et al., Enhanced polysulfide trapping in Li–S batteries by dipole alignment in ferroelectric BaTiO3. Energy Environ. Sci. 17(17), 6291–6301 (2024). https://doi.org/10.1039/D4EE01936A
- W. Liu, J. Feng, C. Zhang, C. Shi, S. Chen et al., Regulating the P-band center of SnS2–SnO2 heterostructure to boost the redox kinetics for high-performance lithium-sulfur battery. Chem. Eng. J. 490, 151526 (2024). https://doi.org/10.1016/j.cej.2024.151526
- R. Xu, H. Tang, Y. Zhou, F. Wang, H. Wang et al., Enhanced catalysis of radical-to-polysulfide interconversion via increased sulfur vacancies in lithium–sulfur batteries. Chem. Sci. 13(21), 6224–6232 (2022). https://doi.org/10.1039/d2sc01353c
- X. Wang, L. Chen, Y. Yu, W. Wang, L. Yue et al., Tuning p-band centers and interfacial built-In electric field of heterostructure catalysts to expedite bidirectional sulfur redox for high-performance Li–S batteries. Adv. Funct. Mater. 34(41), 2406290 (2024). https://doi.org/10.1002/adfm.202406290
- M. Li, H. Liu, H. Li, D. Luan, Z. Liu et al., Electron-deficient cobalt centers realized by rational p─π conjugation regulation for high-performance Li–S batteries. Angew. Chem. Int. Ed. 64(22), e202503174 (2025). https://doi.org/10.1002/anie.202503174
- S. Jia, S. Zhao, Z. Xu, C. Ma, T. Yang et al., Niobium single-atom catalyst implanted three-dimensional ordered porous carbon nanofibers as an active sulfur host for efficient lithium-sulfur batteries. Appl. Catal. B Environ. Energy 351, 124012 (2024). https://doi.org/10.1016/j.apcatb.2024.124012
- W. Xu, S. Lang, K. Wang, R. Zeng, H. Li et al., Fundamental mechanistic insights into the catalytic reactions of Li─S redox by Co single-atom electrocatalysts via operando methods. Sci. Adv. 9(33), eadi5108 (2023). https://doi.org/10.1126/sciadv.adi5108
- Z. Yao, Y. Zou, S. Liu, Y. Li, Q. Guo et al., Reactivity descriptors for sulfur redox kinetics in lithium–sulfur batteries: from mechanistic insights to machine learning driven catalyst design. Chem. Soc. Rev. 54(20), 9161–9191 (2025). https://doi.org/10.1039/D5CS00324E
- X. Zhang, X. Zhang, X. Wang, G. Cui, H. Pan et al., Engineering spin states of metal sites toward advanced lithium–sulfur batteries. Energy Environ. Sci. 18(8), 3553–3567 (2025). https://doi.org/10.1039/d4ee05582a
- L. Su, S. Zhang, J. Tang, H. Sun, B. He et al., Balancing competitive intermediate behaviors on D-f hybridized Ni-MOF-derived catalysts for alkaline hydrogen oxidation reaction. Adv. Funct. Mater. 36(34), e31196 (2026). https://doi.org/10.1002/adfm.202531196
- Z. Shen, X. Jin, J. Tian, M. Li, Y. Yuan et al., Cation-doped ZnS catalysts for polysulfide conversion in lithium–sulfur batteries. Nat. Catal. 5(6), 555–563 (2022). https://doi.org/10.1038/s41929-022-00804-4
- H. Li, M. Chuai, X. Xiao, Y. Jia, B. Chen et al., Regulating the spin state configuration in bimetallic phosphorus trisulfides for promoting sulfur redox kinetics. J. Am. Chem. Soc. 145(41), 22516–22526 (2023). https://doi.org/10.1021/jacs.3c07213
- R. Liu, Z. Wei, L. Peng, L. Zhang, A. Zohar et al., Establishing reaction networks in the 16-electron sulfur reduction reaction. Nature 626(7997), 98–104 (2024). https://doi.org/10.1038/s41586-023-06918-4
- Y. Jia, Z. Wang, Z. Han, J. Li, M. Zhang et al., Variable and intelligent catalyst design based on local chemical environments in sulfur redox reactions. Joule 9(5), 101878 (2025). https://doi.org/10.1016/j.joule.2025.101878
- H. Li, R. Meng, C. Ye, A. Tadich, W. Hua et al., Developing high-power Li||S batteries via transition metal/carbon nanocomposite electrocatalyst engineering. Nat. Nanotechnol. 19(6), 792–799 (2024). https://doi.org/10.1038/s41565-024-01614-4
- R. Yan, Z. Zhao, R. Zhu, M. Wu, X. Liu et al., Alveoli-inspired carbon cathodes with interconnected porous structure and asymmetric coordinated vanadium sites for superior Li−S batteries. Angew. Chem. Int. Ed. 63(25), e202404019 (2024). https://doi.org/10.1002/anie.202404019
- S. Yari, A. Conde Reis, Q. Pang, M. Safari, Performance benchmarking and analysis of lithium-sulfur batteries for next-generation cell design. Nat. Commun. 5473, 5473 (2025). https://doi.org/10.1038/s41467-025-60528-4
- A. Bhargav, J. He, A. Gupta, A. Manthiram, Lithium–sulfur batteries: attaining the critical metrics. Joule 4(2), 285–291 (2020). https://doi.org/10.1016/j.joule.2020.01.001
- X. Ji, K.T. Lee, L.F. Nazar, A highly ordered nanostructured carbon–sulphur cathode for lithium–sulphur batteries. Nat. Mater. 8(6), 500–506 (2009). https://doi.org/10.1038/nmat2460
- Y. An, Z. Pei, D. Luan, X.W.D. Lou, Foldable anode-free sodium batteries enabled by N,P-codoped carbon macroporous fibers incorporated with CoP nanops. Sci. Adv. 11(19), eadv2007 (2025). https://doi.org/10.1126/sciadv.adv2007
- J. Nai, X.W. Lou, Hollow structures based on Prussian blue and its analogs for electrochemical energy storage and conversion. Adv. Mater. 31(38), 1706825 (2019). https://doi.org/10.1002/adma.201706825
- Z. Qiu, X. Lu, Y. Li, W. Feng, Y. Fan et al., Dynamic confinement and high-entropy catalytic synergy engineering in hollow nano-metal-organic frameworks. Adv. Mater. 37(43), e11662 (2025). https://doi.org/10.1002/adma.202511662
- Z. Wang, S. Qiao, M. Ma et al., High-entropy conversion-alloying anode material for advanced potassium-ion batteries. ACS Nano 19(15), 15148–15160 (2025). https://doi.org/10.1021/acsnano.5c03792
- M. Ma, K. Yao, Y. Zhu, X. Zhai, S. Qiao et al., An adaptive high-entropy superstructure cathode: concurrently tackling phase transition, oxygen redox, and ambient stability for potassium-ion batteries. Angew. Chem. Int. Ed. 65(19), e6193851 (2026). https://doi.org/10.1002/anie.6193851
- S. Chong, B. Lv, S. Qiao, K. Yao, L. Yuan et al., Decoupling roles of cationic dimensionality and valence-electron compatibility on structural resilience and kinetics in high-entropy Prussian blue cathodes for sodium-ion storage. Angew. Chem. Int. Ed. 64(40), e202512894 (2025). https://doi.org/10.1002/anie.202512894
- M. Ma, K. Yao, X. Zhai, Y. Zhu, X. Yang et al., Tailoring lattice oxygen redox and robust structure stability in high-entropy superlattice layered cathode for superior potassium-ion storage. Angew. Chem. Int. Ed. 64(38), e202513581 (2025). https://doi.org/10.1002/anie.202513581
- X. Zhou, Y. Wang, Y. Gu, J. Su, Y. Liu et al., All-purpose redox-active metal-organic frameworks as both cathodic and anodic host materials for advanced lithium-sulfur batteries. Matter 7(9), 3069–3082 (2024). https://doi.org/10.1016/j.matt.2024.04.039
- G. Zhang, W. Feng, G. Du, Y. Zhang, Y. Yang et al., Thermodynamically-driven phase engineering and reconstruction deduction of medium-entropy Prussian blue analogue nanocrystals. Adv. Mater. 37(26), 2503814 (2025). https://doi.org/10.1002/adma.202503814
- M. Ma, K. Yao, Y. Wang, D. Fattakhova-Rohlfing, S. Chong, Decoupling the kinetic essence of iron-based anodes through anionic modulation for rational potassium-ion battery design. Adv. Funct. Mater. 34(25), 2315662 (2024). https://doi.org/10.1002/adfm.202315662
- G. Kresse, J. Hafner, Ab initiomolecular dynamics for open-shell transition metals. Phys. Rev. B 48(17), 13115–13118 (1993). https://doi.org/10.1103/physrevb.48.13115
- G. Kresse, J. Furthmüller, Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set. Phys. Rev. B 54(16), 11169–11186 (1996). https://doi.org/10.1103/physrevb.54.11169
- J.P. Perdew, K. Burke, M. Ernzerhof, Generalized gradient approximation made simple. Phys. Rev. Lett. 77(18), 3865–3868 (1996). https://doi.org/10.1103/physrevlett.77.3865
- G. Kresse, D. Joubert, From ultrasoft pseudopotentials to the projector augmented-wave method. Phys. Rev. B 59(3), 1758–1775 (1999). https://doi.org/10.1103/physrevb.59.1758
- R. Dronskowski, P.E. Bloechl, Crystal orbital Hamilton populations (COHP): energy-resolved visualization of chemical bonding in solids based on density-functional calculations. J. Phys. Chem. 97(33), 8617–8624 (1993). https://doi.org/10.1021/j100135a014
- V.L. Deringer, A.L. Tchougréeff, R. Dronskowski, Crystal orbital Hamilton population (COHP) analysis as projected from plane-wave basis sets. J. Phys. Chem. A 115(21), 5461–5466 (2011). https://doi.org/10.1021/jp202489s
- S. Maintz, V.L. Deringer, A.L. Tchougréeff, R. Dronskowski, LOBSTER: a tool to extract chemical bonding from plane-wave based DFT. J. Comput. Chem. 37(11), 1030–1035 (2016). https://doi.org/10.1002/jcc.24300
- S. Chen, Z. Zhu, K. Song, H. Zhang, D. Luo et al., Engineering Cu/Ru heterointerface-shelled nanocavities by the kirkendall effect for highly efficient nitrate electroreduction to ammonia. J. Am. Chem. Soc. 147(40), 36494–36507 (2025). https://doi.org/10.1021/jacs.5c11097
- Z. Yao, T. Fu, T. Pan, C. Luo, M. Pang et al., Dynamic doping and interphase stabilization for cobalt-free and high-voltage Lithium metal batteries. Nat. Commun. 16, 2791 (2025). https://doi.org/10.1038/s41467-025-58110-z
- T.H. Wan, M. Saccoccio, C. Chen, F. Ciucci, Influence of the discretization methods on the distribution of relaxation times deconvolution: implementing radial basis functions with DRTtools. Electrochim. Acta 184, 483–499 (2015). https://doi.org/10.1016/j.electacta.2015.09.097
- A. Maradesa, B. Py, J. Huang, Y. Lu, P. Iurilli et al., Advancing electrochemical impedance analysis through innovations in the distribution of relaxation times method. Joule 8(7), 1958–1981 (2024). https://doi.org/10.1016/j.joule.2024.05.008
- P. Wang, H. Mou, Y. Wang, N. Song, X. Li et al., Niobium phosphide-induced sulfur cathode interface with fast lithium-ion flux enables highly stable lithium–sulfur catalytic conversion. Angew. Chem. Int. Ed. 64(20), e202502255 (2025). https://doi.org/10.1002/anie.202502255
- Z. Hu, C. Geng, J. Shi, F. Wang, J. Qi et al., Breaking Li(+) diffusion limits in practical Li–S batteries via electrolyte-dispersible Li(+)-reservoir catalysts. J. Am. Chem. Soc. 147(45), 41924–41933 (2025). https://doi.org/10.1021/jacs.5c14801
- Z. Han, S. Zhao, J. Xiao, X. Zhong, J. Sheng et al., Engineering d-p orbital hybridization in single-atom metal-embedded three-dimensional electrodes for Li–S batteries. Adv. Mater. 33(44), 2105947 (2021). https://doi.org/10.1002/adma.202105947
- R. Soni, J.B. Robinson, P.R. Shearing, D.J.L. Brett, A.J.E. Rettie et al., Lithium-sulfur battery diagnostics through distribution of relaxation times analysis. Energy Storage Mater. 51, 97–107 (2022). https://doi.org/10.1016/j.ensm.2022.06.016
- C.Y. Zhang et al., Metal doping activation of anion-mediated electron transfer in catalytic reactions. J. Am. Chem. Soc. 147(8), 7070–7082 (2025). https://doi.org/10.1021/jacs.4c18236
- D. Yang, J. Wang, C. Lou, M. Li, C. Zhang et al., Single-atom catalysts with unsaturated Co–N2 active sites based on a C2N 2D-organic framework for efficient sulfur redox reaction. ACS Energy Lett. 9(5), 2083–2091 (2024). https://doi.org/10.1021/acsenergylett.4c00771
- X. Feng, X. Ren, H. Tian, M. Cui, G. Lu et al., Regulated electronic and ionic conductive framework for high energy density lithium–sulfur batteries. J. Am. Chem. Soc. 147(33), 30042–30049 (2025). https://doi.org/10.1021/jacs.5c07454
- W.-G. Lim, C.-Y. Park, H. Jung, S. Kim, S.H. Kang et al., Cooperative electronic structure modulator of Fe single-atom electrocatalyst for high energy and long cycle Li–S pouch cell. Adv. Mater. 35(10), 2208999 (2023). https://doi.org/10.1002/adma.202208999
- C. Senthil, S.-S. Kim, H.-J. Kim, H.Y. Jung, Reversible Li-ion trade-off in ultrathick sulfur cathodes for practical lean Li–S batteries. Nano Energy 131, 110231 (2024). https://doi.org/10.1016/j.nanoen.2024.110231
- T. Wang, Q. Dong, F. Wang, R. Xu, C. Tong et al., Functionless cobalt toward functional cobalt nitride: Catalytic sulfur carrier for lithium-sulfur pouch batteries. Matter 7(3), 1035–1053 (2024). https://doi.org/10.1016/j.matt.2023.12.018
- Y. Huang, M. Shaibani, M.J. Abedin, D.J. Mendoza, Z. Xu et al., Sulfur cathodes with self-organized cellulose nanofibers in stable ah-level, >300 wh kg−1 lithium–sulfur cells. Adv. Energy Mater. 12(45), 2202474 (2022). https://doi.org/10.1002/aenm.202202474
- Y.-W. Song, L. Shen, N. Yao, X.-Y. Li, C.-X. Bi et al., Cationic lithium polysulfides in lithium–sulfur batteries. Chem 8(11), 3031–3050 (2022). https://doi.org/10.1016/j.chempr.2022.07.004
References
S. Zhou, J. Shi, S. Liu, G. Li, F. Pei et al., Visualizing interfacial collective reaction behaviour of Li–S batteries. Nature 621(7977), 75–81 (2023). https://doi.org/10.1038/s41586-023-06326-8
X.-Y. Li, M. Zhao, Y.-W. Song, C.-X. Bi, Z. Li et al., Polysulfide chemistry in metal–sulfur batteries. Chem. Soc. Rev. 54(10), 4822–4873 (2025). https://doi.org/10.1039/d4cs00318g
Z. Liu, L. Wang, G. Yuan, W. Feng, Y. Zhang et al., Recent advances of metal-organic frameworks/carbon composites for rechargeable batteries. Coord. Chem. Rev. 556, 217661 (2026). https://doi.org/10.1016/j.ccr.2026.217661
Z. Han, R. Gao, T. Wang, S. Tao, Y. Jia et al., Machine-learning-assisted design of a binary descriptor to decipher electronic and structural effects on sulfur reduction kinetics. Nat. Catal. 6(11), 1073–1086 (2023). https://doi.org/10.1038/s41929-023-01041-z
G. Zhou, H. Chen, Y. Cui, Formulating energy density for designing practical lithium–sulfur batteries. Nat. Energy 7(4), 312–319 (2022). https://doi.org/10.1038/s41560-022-01001-0
A. Bhargav, A. Manthiram, Li-S batteries, what’s next? Next Energy 1(1), 100012 (2023). https://doi.org/10.1016/j.nxener.2023.100012
G. Yuan, Z. Qiu, Y. Su, J. Hu, W. Li et al., Rapid, large-scale, low-energy-consumption, zero-carbon production of high-efficiency electrolytes for sustainable zinc-ion batteries. Adv. Mater. 38(20), e21287 (2026). https://doi.org/10.1002/adma.202521287
W. Yao, K. Liao, T. Lai, H. Sul, A. Manthiram, Rechargeable metal-sulfur batteries: key materials to mechanisms. Chem. Rev. 124(8), 4935–5118 (2024). https://doi.org/10.1021/acs.chemrev.3c00919
N. Song, Y. Liang, S. Xiong, P. Wang, X. Li et al., Origin of synergy in bicomponent metal nitride–metal single atom catalysts for advanced lithium–sulfur batteries. Adv. Mater. 37(44), e08903 (2025). https://doi.org/10.1002/adma.202508903
W. Sun, C. Liu, Y. Li, S. Luo, S. Liu et al., Rational construction of Fe2N@C yolk–shell nanoboxes as multifunctional hosts for ultralong lithium–sulfur batteries. ACS Nano 13(10), 12137–12147 (2019). https://doi.org/10.1021/acsnano.9b06629
J. Jiang, J. Ontaneda, S. Pal, Z. Guo, C. Forrester et al., Enhanced polysulfide trapping in Li–S batteries by dipole alignment in ferroelectric BaTiO3. Energy Environ. Sci. 17(17), 6291–6301 (2024). https://doi.org/10.1039/D4EE01936A
W. Liu, J. Feng, C. Zhang, C. Shi, S. Chen et al., Regulating the P-band center of SnS2–SnO2 heterostructure to boost the redox kinetics for high-performance lithium-sulfur battery. Chem. Eng. J. 490, 151526 (2024). https://doi.org/10.1016/j.cej.2024.151526
R. Xu, H. Tang, Y. Zhou, F. Wang, H. Wang et al., Enhanced catalysis of radical-to-polysulfide interconversion via increased sulfur vacancies in lithium–sulfur batteries. Chem. Sci. 13(21), 6224–6232 (2022). https://doi.org/10.1039/d2sc01353c
X. Wang, L. Chen, Y. Yu, W. Wang, L. Yue et al., Tuning p-band centers and interfacial built-In electric field of heterostructure catalysts to expedite bidirectional sulfur redox for high-performance Li–S batteries. Adv. Funct. Mater. 34(41), 2406290 (2024). https://doi.org/10.1002/adfm.202406290
M. Li, H. Liu, H. Li, D. Luan, Z. Liu et al., Electron-deficient cobalt centers realized by rational p─π conjugation regulation for high-performance Li–S batteries. Angew. Chem. Int. Ed. 64(22), e202503174 (2025). https://doi.org/10.1002/anie.202503174
S. Jia, S. Zhao, Z. Xu, C. Ma, T. Yang et al., Niobium single-atom catalyst implanted three-dimensional ordered porous carbon nanofibers as an active sulfur host for efficient lithium-sulfur batteries. Appl. Catal. B Environ. Energy 351, 124012 (2024). https://doi.org/10.1016/j.apcatb.2024.124012
W. Xu, S. Lang, K. Wang, R. Zeng, H. Li et al., Fundamental mechanistic insights into the catalytic reactions of Li─S redox by Co single-atom electrocatalysts via operando methods. Sci. Adv. 9(33), eadi5108 (2023). https://doi.org/10.1126/sciadv.adi5108
Z. Yao, Y. Zou, S. Liu, Y. Li, Q. Guo et al., Reactivity descriptors for sulfur redox kinetics in lithium–sulfur batteries: from mechanistic insights to machine learning driven catalyst design. Chem. Soc. Rev. 54(20), 9161–9191 (2025). https://doi.org/10.1039/D5CS00324E
X. Zhang, X. Zhang, X. Wang, G. Cui, H. Pan et al., Engineering spin states of metal sites toward advanced lithium–sulfur batteries. Energy Environ. Sci. 18(8), 3553–3567 (2025). https://doi.org/10.1039/d4ee05582a
L. Su, S. Zhang, J. Tang, H. Sun, B. He et al., Balancing competitive intermediate behaviors on D-f hybridized Ni-MOF-derived catalysts for alkaline hydrogen oxidation reaction. Adv. Funct. Mater. 36(34), e31196 (2026). https://doi.org/10.1002/adfm.202531196
Z. Shen, X. Jin, J. Tian, M. Li, Y. Yuan et al., Cation-doped ZnS catalysts for polysulfide conversion in lithium–sulfur batteries. Nat. Catal. 5(6), 555–563 (2022). https://doi.org/10.1038/s41929-022-00804-4
H. Li, M. Chuai, X. Xiao, Y. Jia, B. Chen et al., Regulating the spin state configuration in bimetallic phosphorus trisulfides for promoting sulfur redox kinetics. J. Am. Chem. Soc. 145(41), 22516–22526 (2023). https://doi.org/10.1021/jacs.3c07213
R. Liu, Z. Wei, L. Peng, L. Zhang, A. Zohar et al., Establishing reaction networks in the 16-electron sulfur reduction reaction. Nature 626(7997), 98–104 (2024). https://doi.org/10.1038/s41586-023-06918-4
Y. Jia, Z. Wang, Z. Han, J. Li, M. Zhang et al., Variable and intelligent catalyst design based on local chemical environments in sulfur redox reactions. Joule 9(5), 101878 (2025). https://doi.org/10.1016/j.joule.2025.101878
H. Li, R. Meng, C. Ye, A. Tadich, W. Hua et al., Developing high-power Li||S batteries via transition metal/carbon nanocomposite electrocatalyst engineering. Nat. Nanotechnol. 19(6), 792–799 (2024). https://doi.org/10.1038/s41565-024-01614-4
R. Yan, Z. Zhao, R. Zhu, M. Wu, X. Liu et al., Alveoli-inspired carbon cathodes with interconnected porous structure and asymmetric coordinated vanadium sites for superior Li−S batteries. Angew. Chem. Int. Ed. 63(25), e202404019 (2024). https://doi.org/10.1002/anie.202404019
S. Yari, A. Conde Reis, Q. Pang, M. Safari, Performance benchmarking and analysis of lithium-sulfur batteries for next-generation cell design. Nat. Commun. 5473, 5473 (2025). https://doi.org/10.1038/s41467-025-60528-4
A. Bhargav, J. He, A. Gupta, A. Manthiram, Lithium–sulfur batteries: attaining the critical metrics. Joule 4(2), 285–291 (2020). https://doi.org/10.1016/j.joule.2020.01.001
X. Ji, K.T. Lee, L.F. Nazar, A highly ordered nanostructured carbon–sulphur cathode for lithium–sulphur batteries. Nat. Mater. 8(6), 500–506 (2009). https://doi.org/10.1038/nmat2460
Y. An, Z. Pei, D. Luan, X.W.D. Lou, Foldable anode-free sodium batteries enabled by N,P-codoped carbon macroporous fibers incorporated with CoP nanops. Sci. Adv. 11(19), eadv2007 (2025). https://doi.org/10.1126/sciadv.adv2007
J. Nai, X.W. Lou, Hollow structures based on Prussian blue and its analogs for electrochemical energy storage and conversion. Adv. Mater. 31(38), 1706825 (2019). https://doi.org/10.1002/adma.201706825
Z. Qiu, X. Lu, Y. Li, W. Feng, Y. Fan et al., Dynamic confinement and high-entropy catalytic synergy engineering in hollow nano-metal-organic frameworks. Adv. Mater. 37(43), e11662 (2025). https://doi.org/10.1002/adma.202511662
Z. Wang, S. Qiao, M. Ma et al., High-entropy conversion-alloying anode material for advanced potassium-ion batteries. ACS Nano 19(15), 15148–15160 (2025). https://doi.org/10.1021/acsnano.5c03792
M. Ma, K. Yao, Y. Zhu, X. Zhai, S. Qiao et al., An adaptive high-entropy superstructure cathode: concurrently tackling phase transition, oxygen redox, and ambient stability for potassium-ion batteries. Angew. Chem. Int. Ed. 65(19), e6193851 (2026). https://doi.org/10.1002/anie.6193851
S. Chong, B. Lv, S. Qiao, K. Yao, L. Yuan et al., Decoupling roles of cationic dimensionality and valence-electron compatibility on structural resilience and kinetics in high-entropy Prussian blue cathodes for sodium-ion storage. Angew. Chem. Int. Ed. 64(40), e202512894 (2025). https://doi.org/10.1002/anie.202512894
M. Ma, K. Yao, X. Zhai, Y. Zhu, X. Yang et al., Tailoring lattice oxygen redox and robust structure stability in high-entropy superlattice layered cathode for superior potassium-ion storage. Angew. Chem. Int. Ed. 64(38), e202513581 (2025). https://doi.org/10.1002/anie.202513581
X. Zhou, Y. Wang, Y. Gu, J. Su, Y. Liu et al., All-purpose redox-active metal-organic frameworks as both cathodic and anodic host materials for advanced lithium-sulfur batteries. Matter 7(9), 3069–3082 (2024). https://doi.org/10.1016/j.matt.2024.04.039
G. Zhang, W. Feng, G. Du, Y. Zhang, Y. Yang et al., Thermodynamically-driven phase engineering and reconstruction deduction of medium-entropy Prussian blue analogue nanocrystals. Adv. Mater. 37(26), 2503814 (2025). https://doi.org/10.1002/adma.202503814
M. Ma, K. Yao, Y. Wang, D. Fattakhova-Rohlfing, S. Chong, Decoupling the kinetic essence of iron-based anodes through anionic modulation for rational potassium-ion battery design. Adv. Funct. Mater. 34(25), 2315662 (2024). https://doi.org/10.1002/adfm.202315662
G. Kresse, J. Hafner, Ab initiomolecular dynamics for open-shell transition metals. Phys. Rev. B 48(17), 13115–13118 (1993). https://doi.org/10.1103/physrevb.48.13115
G. Kresse, J. Furthmüller, Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set. Phys. Rev. B 54(16), 11169–11186 (1996). https://doi.org/10.1103/physrevb.54.11169
J.P. Perdew, K. Burke, M. Ernzerhof, Generalized gradient approximation made simple. Phys. Rev. Lett. 77(18), 3865–3868 (1996). https://doi.org/10.1103/physrevlett.77.3865
G. Kresse, D. Joubert, From ultrasoft pseudopotentials to the projector augmented-wave method. Phys. Rev. B 59(3), 1758–1775 (1999). https://doi.org/10.1103/physrevb.59.1758
R. Dronskowski, P.E. Bloechl, Crystal orbital Hamilton populations (COHP): energy-resolved visualization of chemical bonding in solids based on density-functional calculations. J. Phys. Chem. 97(33), 8617–8624 (1993). https://doi.org/10.1021/j100135a014
V.L. Deringer, A.L. Tchougréeff, R. Dronskowski, Crystal orbital Hamilton population (COHP) analysis as projected from plane-wave basis sets. J. Phys. Chem. A 115(21), 5461–5466 (2011). https://doi.org/10.1021/jp202489s
S. Maintz, V.L. Deringer, A.L. Tchougréeff, R. Dronskowski, LOBSTER: a tool to extract chemical bonding from plane-wave based DFT. J. Comput. Chem. 37(11), 1030–1035 (2016). https://doi.org/10.1002/jcc.24300
S. Chen, Z. Zhu, K. Song, H. Zhang, D. Luo et al., Engineering Cu/Ru heterointerface-shelled nanocavities by the kirkendall effect for highly efficient nitrate electroreduction to ammonia. J. Am. Chem. Soc. 147(40), 36494–36507 (2025). https://doi.org/10.1021/jacs.5c11097
Z. Yao, T. Fu, T. Pan, C. Luo, M. Pang et al., Dynamic doping and interphase stabilization for cobalt-free and high-voltage Lithium metal batteries. Nat. Commun. 16, 2791 (2025). https://doi.org/10.1038/s41467-025-58110-z
T.H. Wan, M. Saccoccio, C. Chen, F. Ciucci, Influence of the discretization methods on the distribution of relaxation times deconvolution: implementing radial basis functions with DRTtools. Electrochim. Acta 184, 483–499 (2015). https://doi.org/10.1016/j.electacta.2015.09.097
A. Maradesa, B. Py, J. Huang, Y. Lu, P. Iurilli et al., Advancing electrochemical impedance analysis through innovations in the distribution of relaxation times method. Joule 8(7), 1958–1981 (2024). https://doi.org/10.1016/j.joule.2024.05.008
P. Wang, H. Mou, Y. Wang, N. Song, X. Li et al., Niobium phosphide-induced sulfur cathode interface with fast lithium-ion flux enables highly stable lithium–sulfur catalytic conversion. Angew. Chem. Int. Ed. 64(20), e202502255 (2025). https://doi.org/10.1002/anie.202502255
Z. Hu, C. Geng, J. Shi, F. Wang, J. Qi et al., Breaking Li(+) diffusion limits in practical Li–S batteries via electrolyte-dispersible Li(+)-reservoir catalysts. J. Am. Chem. Soc. 147(45), 41924–41933 (2025). https://doi.org/10.1021/jacs.5c14801
Z. Han, S. Zhao, J. Xiao, X. Zhong, J. Sheng et al., Engineering d-p orbital hybridization in single-atom metal-embedded three-dimensional electrodes for Li–S batteries. Adv. Mater. 33(44), 2105947 (2021). https://doi.org/10.1002/adma.202105947
R. Soni, J.B. Robinson, P.R. Shearing, D.J.L. Brett, A.J.E. Rettie et al., Lithium-sulfur battery diagnostics through distribution of relaxation times analysis. Energy Storage Mater. 51, 97–107 (2022). https://doi.org/10.1016/j.ensm.2022.06.016
C.Y. Zhang et al., Metal doping activation of anion-mediated electron transfer in catalytic reactions. J. Am. Chem. Soc. 147(8), 7070–7082 (2025). https://doi.org/10.1021/jacs.4c18236
D. Yang, J. Wang, C. Lou, M. Li, C. Zhang et al., Single-atom catalysts with unsaturated Co–N2 active sites based on a C2N 2D-organic framework for efficient sulfur redox reaction. ACS Energy Lett. 9(5), 2083–2091 (2024). https://doi.org/10.1021/acsenergylett.4c00771
X. Feng, X. Ren, H. Tian, M. Cui, G. Lu et al., Regulated electronic and ionic conductive framework for high energy density lithium–sulfur batteries. J. Am. Chem. Soc. 147(33), 30042–30049 (2025). https://doi.org/10.1021/jacs.5c07454
W.-G. Lim, C.-Y. Park, H. Jung, S. Kim, S.H. Kang et al., Cooperative electronic structure modulator of Fe single-atom electrocatalyst for high energy and long cycle Li–S pouch cell. Adv. Mater. 35(10), 2208999 (2023). https://doi.org/10.1002/adma.202208999
C. Senthil, S.-S. Kim, H.-J. Kim, H.Y. Jung, Reversible Li-ion trade-off in ultrathick sulfur cathodes for practical lean Li–S batteries. Nano Energy 131, 110231 (2024). https://doi.org/10.1016/j.nanoen.2024.110231
T. Wang, Q. Dong, F. Wang, R. Xu, C. Tong et al., Functionless cobalt toward functional cobalt nitride: Catalytic sulfur carrier for lithium-sulfur pouch batteries. Matter 7(3), 1035–1053 (2024). https://doi.org/10.1016/j.matt.2023.12.018
Y. Huang, M. Shaibani, M.J. Abedin, D.J. Mendoza, Z. Xu et al., Sulfur cathodes with self-organized cellulose nanofibers in stable ah-level, >300 wh kg−1 lithium–sulfur cells. Adv. Energy Mater. 12(45), 2202474 (2022). https://doi.org/10.1002/aenm.202202474
Y.-W. Song, L. Shen, N. Yao, X.-Y. Li, C.-X. Bi et al., Cationic lithium polysulfides in lithium–sulfur batteries. Chem 8(11), 3031–3050 (2022). https://doi.org/10.1016/j.chempr.2022.07.004