journal article·2025-10Open access

Design strategies for high entropy materials in water electrolysis: Enhancing activity, stability, and reaction kinetics

Jing Zhang, Simiao Sha, Jianchun Ni, Yanran Wang, Yiwei Wu, Judy N. Hart, Michael Ferry, Bin Liu, Wenxian Li

Journal of Advanced Ceramics· Volume 14· Issue 10

Abstract

This review aims to establish general guidelines for designing highly active high-entropy materials (HEMs) with respect to lattice choice, component selection, and samorphological design, leading to the optimization of reaction kinetics and catalytic activity. HEMs have shown superior catalytic performance in hydrogen and oxygen evolution reactions because of their high-entropy structure of multielement random mixing, tailored chemical compositions, and tunable functional characteristics. However, the catalytic applications of HEMs are limited by structural instability, limited catalytic efficiency, and low conductivity, as well as their inherently complex and poorly controlled surface configurations. This review briefly introduces the characteristics of HEMs, highlighting their potential as electrocatalysts, which stems from their unique thermodynamic properties resulting from the collective interactions of multiple elements in the lattice. Then, approaches for enhancing the performance of HEMs are discussed, including composition selection, strain engineering, defect introduction, morphology control, support use, and the role of computational methods, particularly in guiding composition selection. Unlike prior reviews focusing on individual aspects of HEMs, this review systematically integrates computational-guided composition screening, defect engineering, strain modulation, and morphological control with thermodynamic-kinetic stability analysis, offering a holistic design framework that bridges multi-element synergy, surface optimization, and electronic structure tuning for practical electrocatalysis. Additionally, the discussion of stability is grounded in the thermodynamic principles of high entropy and the kinetics of slow diffusion. Finally, insights into challenges and prospects, including in situ characterization techniques, emerging computational methods, and scalability, are outlined to guide future advanced design strategies and fabrication technologies.
Source: openalex_inverted_index · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: High Entropy Alloys Studies · Electrocatalysts for Energy Conversion · High-Temperature Coating Behaviors

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (100+)

Show source-provided references
1. RY Ge. Hierarchical molybdenum phosphide coupled with carbon as a whole pH-range electrocatalyst for hydrogen evolution reaction. 2020, 260: 118196.10.1016/j.apcatb.2019.118196 ↗
2. SM Thalluri. Strategies for semiconductor/electrocatalyst coupling toward solar-driven water splitting. 2020, 7: 1902102.10.1002/advs.201902102 ↗
3. YC Chen. Structurally deformed MoS 2 for electrochemically stable, thermally resistant, and highly efficient hydrogen evolution reaction. 2017, 29: 1703863.10.1002/adma.201703863 ↗
4. S Yuan. Bubble evolution and transport in PEM water electrolysis: Mechanism, impact, and management. 2023, 96: 101075.10.1016/j.pecs.2023.101075 ↗
5. RY Ge. Surface and interface engineering: Molybdenum carbide-based nanomaterials for electrochemical energy conversion. 2021, 17: 1903380.10.1002/smll.201903380 ↗
6. HY Sheng. Linear paired electrochemical valorization of glycerol enabled by the electro-Fenton process using a stable NiSe 2 cathode. 2022, 5: 716-725.10.1038/s41929-022-00826-y ↗
7. HJ Song. Highly efficient perovskite-based electrocatalysts for water oxidation in acidic environments: A mini review. 2021, 11: 2002428.10.1002/aenm.202002428 ↗
8. HJ Huang. Graphene nanoarchitectonics: Recent advances in graphene-based electrocatalysts for hydrogen evolution reaction. 2019, 31: 1903415.10.1002/adma.201903415 ↗
9. HJ Yu. Macroscopic polarization enhancement boosting piezo-photocatalytic performance via Nb-doping on B-site of Bi 4 Ti 3 O 12 nanosheets. 2024, 13: 437-446.10.26599/JAC.2024.9220866 ↗
10. SF Zhou. Surface-growing organophosphorus layer on layered double hydroxides enables boosted and durable electrochemical freshwater/seawater oxidation. 2023, 332: 122749.10.1016/j.apcatb.2023.122749 ↗
11. MB Poudel. Low-cost hydrogen production from alkaline/seawater over a single-step synthesis of Mo 3 Se 4 –NiSe core–shell nanowire arrays. 2024, 36: 2305813.10.1002/adma.202305813 ↗
12. S Pattaweepaiboon. Single-atom to ultrasmall Au nanoparticles anchored on NiFe layered double hydroxide as catalyst for oxygen and hydrogen evolution reactions. 2025, 8: 438-448.10.1021/acsanm.4c05830 ↗
13. Y Xu. Bridging metal-ion induced vertical growth of MoS 2 and overall fast electron transfer in (C,P) 3 N 4 –M(Ni 2+ ,Co 2+ )–MoS 2 electrocatalyst for efficient hydrogen evolution reaction. 2020, 25: 00172.10.1016/j.susmat.2020.e00172 ↗
14. Y Wang. Mesoporous single-crystalline particles as robust and efficient acidic oxygen evolution catalysts. 2025, 147: 13345-13355.10.1021/jacs.4c18390 ↗
15. Y Wang. Balancing the piezoelectric coefficient and carrier concentration of Bi 2 WO 6– x for ultrahigh piezocatalysis. 2024, 13: 1737-1747.10.26599/JAC.2024.9220970 ↗
16. JJ Huo. Bifunctional iron nickel phosphide nanocatalysts supported on porous carbon for highly efficient overall water splitting. 2019, 22: 00117.10.1016/j.susmat.2019.e00117 ↗
17. A Landman. High performance core/shell Ni/Ni(OH) 2 electrospun nanofiber anodes for decoupled water splitting. 2021, 31: 2008118.10.1002/adfm.202008118 ↗
18. HB Liu. Boosted water electrolysis capability of Ni x Co y P via charge redistribution and surface activation. 2023, 473: 145397.10.1016/j.cej.2023.145397 ↗
19. ZH Cheng. All-pH-tolerant in-plane heterostructures for efficient hydrogen evolution reaction. 2021, 15: 11417-11427.10.1021/acsnano.1c01024 ↗
20. YC Lin. Electrocatalysts for the oxygen evolution reaction in acidic media. 2023, 35: 2210565.10.1002/adma.202210565 ↗
21. PS Jhu. Non-precious high entropy alloys and highly alkali-resistant composite membranes based high performance anion exchange membrane water electrolyzers. 2024, 126: 109703.10.1016/j.nanoen.2024.109703 ↗
22. Y Xu. Metal-free carbonaceous electrocatalysts and photocatalysts for water splitting. 2016, 45: 3039-3052.10.1039/C5CS00729A ↗
23. Y Wang. Supported high-entropy alloys for electrooxidation of benzyl alcohol assisted water electrolysis. 2024, 34: 2311611.10.1002/adfm.202311611 ↗
24. PY Wang. Interfacial engineering of Co nanoparticles/Co 2 C nanowires boosts overall water splitting kinetics. 2021, 296: 120334.10.1016/j.apcatb.2021.120334 ↗
25. ZL Chen. Metal–organic framework-derived nanocomposites for electrocatalytic hydrogen evolution reaction. 2020, 108: 100618.10.1016/j.pmatsci.2019.100618 ↗
26. YR Hong. Dual-phase engineering of nickel boride-hydroxide nanoparticles toward high-performance water oxidation electrocatalysts. 2020, 30: 2004330.10.1002/adfm.202004330 ↗
27. JB Chen. Directed mass and electron transfer promoted by hierarchical porous Co–P–O leads to enhancement of the overall water splitting efficiency. 2023, 13: 14802-14812.10.1021/acscatal.3c04067 ↗
28. ZH Zhao. Bifunctional metal phosphide FeMnP films from single source metal organic chemical vapor deposition for efficient overall water splitting. 2017, 39: 444-453.10.1016/j.nanoen.2017.07.027 ↗
29. W Rong. Amorphous high-entropy IrRuCrFeCoNiO x as efficient water splitting oxygen evolution reaction electrocatalysts. 2024, 971: 172786.10.1016/j.jallcom.2023.172786 ↗
31. MQ Yu. Principles of water electrolysis and recent progress in cobalt-, nickel-, and iron-based oxides for the oxygen evolution reaction. 2022, 134: 202103824.10.1002/ange.202103824 ↗
32. WQ Zaman. Iridium substitution in nickel cobaltite renders high mass specific OER activity and durability in acidic media. 2019, 244: 295-302.10.1016/j.apcatb.2018.10.041 ↗
33. JY Li. Mechanistic insights on ternary Ni 2– x Co x P for hydrogen evolution and their hybrids with graphene as highly efficient and robust catalysts for overall water splitting. 2016, 26: 6785-6796.10.1002/adfm.201601420 ↗
34. J Wang. Carbon-based electrocatalysts for sustainable energy applications. 2021, 116: 100717.10.1016/j.pmatsci.2020.100717 ↗
35. JY Han. Recent advances of carbon fiber-based self-supported electrocatalysts in oxygen electrocatalysis. 2024, 98: 334-363.10.1016/j.jechem.2024.06.051 ↗
36. MZ Yu. A hierarchically porous and hydrophilic 3D nickel–iron/MXene electrode for accelerating oxygen and hydrogen evolution at high current densities. 2019, 63: 103880.10.1016/j.nanoen.2019.103880 ↗
37. XS Wang. Strategies for design of electrocatalysts for hydrogen evolution under alkaline conditions. 2020, 36: 125-138.10.1016/j.mattod.2019.12.003 ↗
39. SS Li. Transition metal-based bimetallic MOFs and MOF-derived catalysts for electrochemical oxygen evolution reaction. 2021, 14: 1897-1927.10.1039/D0EE03697H ↗
40. MC Luo. PdMo bimetallene for oxygen reduction catalysis. 2019, 574: 81-85.10.1038/s41586-019-1603-7 ↗
42. MJ Huang. Highly active and robust Ir–Ru electrocatalyst for alkaline HER/HOR: Combined electronic and oxophilic effect. 2024, 358: 124422.10.1016/j.apcatb.2024.124422 ↗
43. N Liu. Ring-shaped cavity anchor Pt to derive Pt/WO 3− x heterointerfaces for efficient hydrogen evolution in acidic water and seawater. 2024, 676: 918-926.10.1016/j.jcis.2024.07.184 ↗
44. ZP Huang. Cobalt phosphide nanorods as an efficient electrocatalyst for the hydrogen evolution reaction. 2014, 9: 373-382.10.1016/j.nanoen.2014.08.013 ↗
46. HP Xie. A membrane-based seawater electrolyser for hydrogen generation. 2022, 612: 673-678.10.1038/s41586-022-05379-5 ↗
48. ZH Jiang. The structure of glass: A phase equilibrium diagram approach. 2014, 61: 144-215.10.1016/j.pmatsci.2013.12.001 ↗
49. T Schuler. Towards a generic understanding of oxygen evolution reaction kinetics in polymer electrolyte water electrolysis. 2020, 13: 2153-2166.10.1039/D0EE00673D ↗
50. K Wang. Recent progress in high entropy alloys for electrocatalysts. 2022, 5: 17.10.1007/s41918-022-00144-8 ↗
51. JW Yeh. Nanostructured high-entropy alloys with multiple principal elements: Novel alloy design concepts and outcomes. 2004, 6: 299-303.10.1002/adem.200300567 ↗
53. EP George. High-entropy alloys. 2019, 4: 515-534.10.1038/s41578-019-0121-4 ↗
54. R Wang. Two-dimensional high-entropy metal phosphorus trichalcogenides for enhanced hydrogen evolution reaction. 2022, 16: 3593-3603.10.1021/acsnano.2c01064 ↗
55. YJ Ma. High-entropy energy materials: Challenges and new opportunities. 2021, 14: 2883-2905.10.1039/D1EE00505G ↗
56. CH Lee. Lattice-distortion-enhanced yield strength in a refractory high-entropy alloy. 2020, 32: 2004029.10.1002/adma.202004029 ↗
57. Y Liu. Identifying the intrinsic anti-site defect in manganese-rich NASICON-type cathodes. 2023, 8: 1088-1096.10.1038/s41560-023-01301-z ↗
58. KX Li. Phosphorus-modified amorphous high-entropy CoFeNiCrMn compound as high-performance electrocatalyst for hydrazine-assisted water electrolysis. 2023, 19: 2302130.10.1002/smll.202302130 ↗
59. C Bao. More disorder is better: Cutting-edge progress of high entropy materials in electrochemical energy storage applications. 2024, 69: 103408.10.1016/j.ensm.2024.103408 ↗
60. Y Tang. A review on the dynamic-mechanical behaviors of high-entropy alloys. 2023, 135: 101090.10.1016/j.pmatsci.2023.101090 ↗
61. MX Zhong. Utilizing high entropy oxide (Ni 0.2 Co 0.2 Ca 0.2 Cu 0.2 Mg 0.2 )Fe 2 O 4 in chemical looping process for highly efficient and stable hydrogen production. 2024, 487: 150521.10.1016/j.cej.2024.150521 ↗
62. HD Li. Multi-sites electrocatalysis in high-entropy alloys. 2021, 31: 2106715.10.1002/adfm.202106715 ↗
63. YG Li. Cu-based high-entropy two-dimensional oxide as stable and active photothermal catalyst. 2023, 14: 3171.10.1038/s41467-023-38889-5 ↗
64. JT Ren. High-entropy alloys in electrocatalysis: From fundamentals to applications. 2023, 52: 8319-8373.10.1039/D3CS00557G ↗
65. ZK Jing. Ambient hydrogenation of solid aromatics enabled by a high entropy alloy nanocatalyst. 2024, 15: 5806.10.1038/s41467-024-50009-5 ↗
66. WX Xu. Non-platinum-based electrocatalysts for high performance acidic hydrogen evolution reactions in proton exchange membrane water electrolysis. 2025, 361: 124626.10.1016/j.apcatb.2024.124626 ↗
67. GL Gao. Recent advances in Ru/Ir-based electrocatalysts for acidic oxygen evolution reaction. 2024, 343: 123584.10.1016/j.apcatb.2023.123584 ↗
68. A Sivanantham. Preparation, electrical and electrochemical characterizations of CuCoNiFeMn high-entropy-alloy for overall water splitting at neutral-pH. 2021, 9: 16841-16851.10.1039/D1TA02621F ↗
69. MJ Cui. High-entropy metal sulfide nanoparticles promise high-performance oxygen evolution reaction. 2021, 11: 2002887.10.1002/aenm.202002887 ↗
70. YH Pei. High-entropy sulfide catalyst boosts energy-saving electrochemical sulfion upgrading to thiosulfate coupled with hydrogen production. 2024, 63: 202411977.10.1002/anie.202411977 ↗
71. YY Zhai. High-entropy catalyst—A novel platform for electrochemical water splitting. 2022, 32: 2207536.10.1002/adfm.202207536 ↗
72. WJ Dai. Novel and promising electrocatalyst for oxygen evolution reaction based on MnFeCoNi high entropy alloy. 2019, 430: 104-111.10.1016/j.jpowsour.2019.05.030 ↗
73. K Huang. Exploring the impact of atomic lattice deformation on oxygen evolution reactions based on a sub-5 nm pure face-centred cubic high-entropy alloy electrocatalyst. 2020, 8: 11938-11947.10.1039/D0TA02125C ↗
74. DW Lai. High-entropy effect of a metal phosphide on enhanced overall water splitting performance. 2021, 9: 17913-17922.10.1039/D1TA04755H ↗
75. YT Lei. Carbon-supported high-entropy Co–Zn–Cd–Cu–Mn sulfide nanoarrays promise high-performance overall water splitting. 2022, 15: 6054-6061.10.1007/s12274-022-4304-8 ↗
76. LL Bo. Modulating electron structure of active sites in high-entropy metal sulfide nanoparticles with greatly improved electrocatalytic performance for oxygen evolution reaction. 2024, 84: 89-96.10.1016/j.ijhydene.2024.08.221 ↗
77. SX Liao. Engineering high-entropy duel-functional nanocatalysts with regulative oxygen vacancies for efficient overall water splitting. 2023, 471: 144506.10.1016/j.cej.2023.144506 ↗
78. H Wang. Multifunctional high entropy alloys enabled by severe lattice distortion. 2024, 36: 2305453.10.1002/adma.202305453 ↗
79. HJ Qiu. Nanoporous high-entropy alloys for highly stable and efficient catalysts. 2019, 7: 6499-6506.10.1039/C9TA00505F ↗
80. A Ahmad. Unlocking the potential of high entropy alloys in electrochemical water splitting: A review. 2024, 20: 2311929.10.1002/smll.202311929 ↗
81. SR Li. Strategies for improving the performance and stability of Ni-based catalysts for reforming reactions. 2014, 43: 7245-7256.10.1039/C4CS00223G ↗
82. JP Hughes. Polymer electrolyte electrolysis: A review of the activity and stability of non-precious metal hydrogen evolution reaction and oxygen evolution reaction catalysts. 2021, 139: 110709.10.1016/j.rser.2021.110709 ↗
83. TX Nguyen. Self-reconstruction of sulfate-containing high entropy sulfide for exceptionally high-performance oxygen evolution reaction electrocatalyst. 2021, 31: 2106229.10.1002/adfm.202106229 ↗
84. YX Hao. Methanol upgrading coupled with hydrogen product at large current density promoted by strong interfacial interactions. 2023, 16: 1100-1110.10.1039/D2EE03936B ↗
85. YH Lin. Self-supporting high-entropy Co–Cr–Fe–Ni–Nb oxide electrocatalyst with nanoporous structure for oxygen evolution reaction. 2024, 489: 151233.10.1016/j.cej.2024.151233 ↗
86. R Nandan. Tailored design of mesoporous nanospheres with high entropic alloy sites for efficient redox electrocatalysis. 2024, 11: 2402518.10.1002/advs.202402518 ↗
87. RQ Yao. Nanoporous surface high-entropy alloys as highly efficient multisite electrocatalysts for nonacidic hydrogen evolution reaction. 2021, 31: 2009613.10.1002/adfm.202009613 ↗
88. HJ Qiu. Noble metal-free nanoporous high-entropy alloys as highly efficient electrocatalysts for oxygen evolution reaction. 2019, 1: 526-533.10.1021/acsmaterialslett.9b00414 ↗
89. SA Lee. High-entropy nanomaterials for advanced electrocatalysis. 2023, 3: 2200109.10.1002/smsc.202200109 ↗
90. J Huang. Regulating electrolytic Fe 0.5 CoNiCuZn high entropy alloy electrodes for oxygen evolution reactions in alkaline solution. 2021, 93: 110-118.10.1016/j.jmst.2021.03.046 ↗
92. H Fu. High-entropy rare earth materials: Synthesis, application and outlook. 2024, 53: 2211-2247.10.1039/D2CS01030E ↗
93. QS Wang. Fundamental comprehension, synthetic procedures and catalytic applications of high entropy oxide nanomaterials. 2023, 70: 218-236.10.1016/j.mattod.2023.10.007 ↗
94. DB Miracle. A critical review of high entropy alloys and related concepts. 2017, 122: 448-511.10.1016/j.actamat.2016.08.081 ↗
95. YB Zhou. The understanding, rational design, and application of high-entropy alloys as excellent electrocatalysts: A review. 2023, 66: 2527-2544.10.1007/s40843-022-2436-6 ↗
96. WR Zhang. Science and technology in high-entropy alloys. 2018, 61: 2-22.10.1007/s40843-017-9195-8 ↗
97. B Cantor. Multicomponent high-entropy cantor alloys. 2021, 120: 100754.10.1016/j.pmatsci.2020.100754 ↗
98. Y Wang. Synthesis of high-entropy-alloy nanoparticles by a step-alloying strategy as a superior multifunctional electrocatalyst. 2023, 35: 2302499.10.1002/adma.202302499 ↗
99. YT Pan. High-entropy oxides for catalysis: A diamond in the rough. 2023, 451: 138659.10.1016/j.cej.2022.138659 ↗
100. SH Albedwawi. High entropy oxides-exploring a paradigm of promising catalysts: A review. 2021, 202: 109534.10.1016/j.matdes.2021.109534 ↗