REFERENCES
1. Ngoy, K. R.; Lukong, V. T.; Yoro, K. O.; et al. Lithium-ion batteries and the future of sustainable energy: a comprehensive review. Renew. Sustain. Energy. Rev. 2025, 223, 115971.
2. Wu, Y.; Shuang, W.; Wang, Y.; et al. Recent progress in sodium-ion batteries: advanced materials, reaction mechanisms and energy applications. Electrochem. Energy. Rev. 2024, 7, 215.
3. Vaalma, C.; Buchholz, D.; Passerini, S. Non-aqueous potassium-ion batteries: a review. Curr. Opin. Electrochem. 2018, 9, 41-8.
4. Xu, Y.; Du, Y.; Chen, H.; et al. Recent advances in rational design for high-performance potassium-ion batteries. Chem. Soc. Rev. 2024, 53, 7202-98.
5. Miracle, D.; Senkov, O. A critical review of high entropy alloys and related concepts. Acta. Mater. 2017, 122, 448-511.
6. Erwin, S. C.; Zu, L.; Haftel, M. I.; Efros, A. L.; Kennedy, T. A.; Norris, D. J. Doping semiconductor nanocrystals. Nature 2005, 436, 91-4.
7. Zhao, C.; Ding, F.; Lu, Y.; Chen, L.; Hu, Y. S. High-entropy layered oxide cathodes for sodium-ion batteries. Angew. Chem. Int. Ed. 2020, 59, 264-9.
8. Wu, X.; Li, Z.; Zhang, J.; et al. Insight into highly reversible multielectron V3+/V4+/V5+ reaction of high-entropy doped NASICON cathode for sodium ion batteries. ACS. Appl. Mater. Interfaces. 2025, 17, 12227-36.
9. Dai, J.; Tan, S.; Wang, L.; et al. High-voltage potassium hexacyanoferrate cathode via high-entropy and potassium incorporation for stable sodium-ion batteries. ACS. Nano. 2023, 17, 20949-61.
10. Zheng, S.; Tian, Y.; Liu, Y.; et al. Alloy anodes for sodium‐ion batteries. Rare. Met. 2021, 40, 272-89.
11. Zhao, S.; Huang, Y.; Song, W.; et al. High entropy‐tuning enables suppressed phase transition of layered manganese‐based oxides for high‐mass‐loading potassium‐ion batteries. Adv. Funct. Mater. 2025, 35, e11706.
12. Ma, M.; Yao, K.; Zhai, X.; 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. 2025, 64, e202513581.
13. Ma, M.; Yao, K.; Zhu, Y.; 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. 2026, 65, e6193851.
14. Liu, B.; Zhang, Q.; Yu, X.; et al. Unlocking polyanion-type materials through high-entropy effect for aqueous potassium-ion batteries. J. Am. Chem. Soc. 2025, 147, 38291-300.
15. Huang, H.; Qiao, S.; Lv, B.; Liu, H. K.; Dou, S. X.; Chong, S. Manipulating phase stability and kinetics in prussian blue cathode via entropy engineering and d10 cation incorporation for potassium-ion batteries. Nano. Lett. 2025, 25, 15062-71.
16. Min, F.; Zhang, Q.; Ali, U.; et al. D-band center modulation of Prussian blue analogues through a high-entropy strategy for aqueous potassium-ion batteries. Green. Chem. 2025, 27, 11115-24.
17. Zhang, R.; Xue, H.; Du, D.; et al. Regulation of configurational entropy to realize long cycle lifespan of high entropy alloy anodes for potassium batteries. Adv. Funct. Mater. 2025, 35, 2422218.
18. Wang, Z.; Qiao, S.; Ma, M.; et al. High-entropy conversion-alloying anode material for advanced potassium-ion batteries. ACS. Nano. 2025, 19, 15148-60.
19. Liao, J.; Shao, C.; Han, J.; et al. High-entropy perovskite fluoride ultrasmall nanoparticles embedded in carbon nanofibers enable accelerated redox kinetic for K storage. Energy. Environ. Sci. 2024, 17, 7362-71.
20. Yuan, Z.; Liao, J.; Song, L.; et al. Entropy-repaired solvation structure strategy for high-efficiency phosphate-based localized high-concentration electrolytes in potassium batteries. Angew. Chem. Int. Ed. 2025, 64, e202415923.
22. Ran, B.; Li, H.; Cheng, R.; et al. High-entropy oxides for rechargeable batteries. Adv. Sci. 2024, 11, e2401034.
23. Lee, J.; Lee, J.; Lim, E. Recent progress and challenges in potassium-ion battery anodes: towards high-performance electrodes. Sci. Technol. Adv. Mater. 2025, 26, 2518746.
24. Zhang, W.; Liu, Y.; Guo, Z. Approaching high-performance potassium-ion batteries via advanced design strategies and engineering. Sci. Adv. 2019, 5, eaav7412.
25. Barber, J. P.; Deary, W. J.; Titus, A. N.; Bejger, G. R.; Almishal, S. S. I.; Rost, C. M. Disorder by design: unveiling local structure and functional insights in high entropy oxides. Mater. Horiz. 2025, 12, 10453-77.
26. Dhir, S.; Cattermull, J.; Jagger, B.; et al. Characterisation and modelling of potassium-ion batteries. Nat. Commun. 2024, 15, 7580.
27. Ghosh, S.; Sotskov, V.; Shapeev, A. V.; Neugebauer, J.; Körmann, F. Short-range order and phase stability of CrCoNi explored with machine learning potentials. Phys. Rev. Mater. 2022, 6.
28. Han, Y.; Vijaya Kumar Saroja, A. P.; Tinker, H. R.; Xu, Y. Interphases in the electrodes of potassium ion batteries. J. Phys. Mater. 2022, 5, 022001.






