journal article Oct 31, 2025

High-entropy electrocatalysts toward high-performance oxygen evolution reaction: a perspective from atomic-scale electronic structure modulation

Electronic Structure Vol. 7 No. 4 pp. 043001 · IOP Publishing
View at Publisher Save 10.1088/2516-1075/ae164c
Abstract
Abstract
Water electrolysis represents a critical pathway towards sustainable hydrogen production within the global green energy landscape. The oxygen evolution reaction (OER), the kinetically limiting anodic process, necessitates the development of highly active and durable electrocatalysts. High-entropy materials, offering unparalleled compositional diversity and inherent multi-component synergistic effects, have emerged as promising candidates to address the OER bottleneck. While recent reviews have explored various aspects of high-entropy electrocatalysts (HECs), a comprehensive understanding of the atomic-level design and modulation strategies that govern their exceptional OER performance remains a critical gap. This review aims to bridge this gap by focusing on the atomic-level insights crucial for designing and optimizing HECs. We first examine advancements in machine learning-assisted atomic-level design strategies for OER HECs. Subsequently, we delve into five key atomic-level modulation approaches: tailoring local atomic coordination environments, engineering atomic interface architectures, manipulating intrinsic lattice strain, controlled introduction of atomic-scale defects, and exploiting synergistic multi-site atomic interactions. Finally, we delineate future research directions to accelerate the rational design and practical implementation of efficient and robust HECs under demanding operating conditions.
Topics

No keywords indexed for this article. Browse by subject →

References
78
[1]
The renewable energy role in the global energy Transformations

Qusay Hassan, Patrik Viktor, Tariq J. Al-Musawi et al.

Renewable Energy Focus 2024 10.1016/j.ref.2024.100545
[2]
Advancing the hydrogen production economy: A comprehensive review of technologies, sustainability, and future prospects

Samson Olaitan Jeje, Tawanda Marazani, Japheth Oirere Obiko et al.

International Journal of Hydrogen Energy 2024 10.1016/j.ijhydene.2024.06.344
[3]
Wang "Correlating concerted cations with oxygen redox in rechargeable batteries" Chem. Soc. Rev. (2024) 10.1039/d3cs00550j
[4]
Liu "Non‐noble‐metal‐based electrocatalysts for acidic oxygen evolution reaction: recent progress, challenges, and perspectives" Small (2024) 10.1002/smll.202405399
[5]
Lan "Fe/Fe3C nanoparticle-decorated N-doped carbon nanofibers for improving the nitrogen selectivity of electrocatalytic nitrate reduction" J. Mater. Chem. A (2020) 10.1039/d0ta02317e
[6]
Katsounaros "Efficient electrochemical reduction of nitrate to nitrogen on tin cathode at very high cathodic potentials" Electrochim. Acta (2006) 10.1016/j.electacta.2006.07.034
[7]
Xin "Enhancing electrochemical performance and corrosion resistance of nickel-based catalysts in seawater electrolysis: focusing on OER and HER" J. Mater. Chem. A (2024) 10.1039/d4ta03393k
[8]
Liu "High‐performance alkaline seawater electrolysis with anomalous chloride promoted oxygen evolution reaction" Angew. Chem., Int. Ed. (2023) 10.1002/anie.202311674
[9]
La-exacerbated lattice distortion of high entropy alloys for enhanced electrocatalytic water splitting

Zhen-Long Wang, Gao-Yuan Huang, Guan-Rong Zhu et al.

Applied Catalysis B: Environmental 2025 10.1016/j.apcatb.2024.124585
[10]
Wang "Multifunctional high entropy alloys enabled by severe lattice distortion" Adv. Mater. (2024) 10.1002/adma.202305453
[11]
Expediting Oxygen Evolution by Optimizing Cation and Anion Complexity in Electrocatalysts Based on Metal Phosphorous Trichalcogenides

Weiwei Li, Cong Li, Hongliang Dong et al.

Angewandte Chemie International Edition 2023 10.1002/anie.202214570
[12]
Multi‐Sites Electrocatalysis in High‐Entropy Alloys

Hongdong Li, Jianping Lai, Lei Wang

Advanced Functional Materials 2021 10.1002/adfm.202106715
[13]
Ipadeola "Porous high-entropy alloys as efficient electrocatalysts for water-splitting reactions" Electrochem. Commun. (2022) 10.1016/j.elecom.2022.107207
[14]
Hao "Cocktail effect in high-entropy perovskite oxide for boosting alkaline oxygen evolution" New J. Chem. (2024) 10.1039/d3nj04481e
[15]
Xu "Designing strategies and enhancing mechanism for multicomponent high-entropy catalysts" Chem. Sci. (2023) 10.1039/d2sc06403k
[16]
Song "Optimizing d-p orbital hybridization by tuning high-entropy spinel oxides for enhanced alkaline OER efficiency" J. Mater. Chem. A (2025) 10.1039/d4ta08485c
[17]
Chen "Atomic phosphorus induces tunable lattice strain in high entropy alloys and boosts alkaline water splitting" Nano Energy (2023) 10.1016/j.nanoen.2023.108380
[18]
Chen "Iridium‐free high‐entropy alloy for acidic water oxidation at high current densities" Angew. Chem., Int. Ed. (2025) 10.1002/anie.202503330
[19]
Lao "Structure-activity relationship study of high entropy oxides catalysts for oxygen evolution reaction" Chem. Eng. J. (2024) 10.1016/j.cej.2023.148428
[20]
Synergistic effects of mixing and strain in high entropy spinel oxides for oxygen evolution reaction

Jihyun Baek, Md Delowar Hossain, Pinaki Mukherjee et al.

Nature Communications 2023 10.1038/s41467-023-41359-7
[21]
Sun "High-entropy materials for catalysis: a new frontier" Sci. Adv. (2021) 10.1126/sciadv.abg1600
[22]
Katiyar "A perspective on the catalysis using the high entropy alloys" Nano Energy (2021) 10.1016/j.nanoen.2021.106261
[23]
Zhai "High‐entropy catalyst—a novel platform for electrochemical water splitting" Adv. Funct. Mater. (2022) 10.1002/adfm.202207536
[24]
Xu "High‐entropy materials for water electrolysis" Energy Technol. (2022) 10.1002/ente.202200573
[25]
Zhang "High entropy catalysts in electrolytic water splitting: a review from properties to applications" Chem. Eng. J. (2024) 10.1016/j.cej.2024.155736
[26]
Jia "Deactivation mechanism for water splitting: recent advances" Carbon Energy (2024) 10.1002/cey2.528
[27]
Tang "3D-orbital overlap modulated d-band center of high-entropy oxyhydroxide for efficient oxygen evolution reaction" Appl. Surf. Sci. (2025) 10.1016/j.apsusc.2024.161760
[28]
Deng "Customizing hetero-structured high-entropy alloy/oxide active site by regulating the exsolution strategy for highly efficient water splitting" J. Alloys Compd. (2024) 10.1016/j.jallcom.2024.175879
[29]
Yuan "Synergistic high-entropy phosphides with phosphorus vacancies as robust bifunctional catalysts for efficient water splitting" J. Colloid Interface Sci. (2025) 10.1016/j.jcis.2025.01.055
[30]
High-entropy alloy enables multi-path electron synergism and lattice oxygen activation for enhanced oxygen evolution activity

Tao Zhang, Hui-Feng Zhao, Zheng-Jie Chen et al.

Nature Communications 2025 10.1038/s41467-025-58648-y
[31]
Li "In‐depth discussion on electrocatalytic barrier with electron structure of high‐entropy alloy predicted by transfer learning and neural networks" Adv. Funct. Mater. (2025) 10.1002/adfm.202423732
[32]
Maulana "Stabilizing Ru in multicomponent alloy as acidic oxygen evolution catalysts with machine learning-enabled structural insights and screening" J. Am. Chem. Soc. (2025) 10.1021/jacs.4c16638
[33]
Perumal "Active learning‐driven discovery of sub‐2 nm high‐entropy nanocatalysts for alkaline water splitting" Adv. Funct. Mater. (2025) 10.1002/adfm.202424887
[34]
Zhang "Optimized valence state of Co and Ni in high-entropy alloy for high active-stable OER" Rare Met. (2023) 10.1007/s12598-023-02448-0
[36]
Gayathri "Modulating coordination‐driven metal‐oxygen interaction triggers oxygen evolution in polymorphic and high‐entropy phosphate electrocatalyst" Adv. Funct. Mater. (2025) 10.1002/adfm.202416834
[37]
Katzbaer "Band gap narrowing in a high-entropy spinel oxide semiconductor for enhanced oxygen evolution catalysis" J. Am. Chem. Soc. (2023) 10.1021/jacs.2c12887
[38]
Khatun "Enthralling anodic protection by molybdate on high‐entropy alloy‐based electrocatalyst for sustainable seawater oxidation" Small (2024) 10.1002/smll.202402720
[39]
Ye "High-entropy compounds for water electrolysis: insights into dynamic reconstruction behavior and its impact on oxygen evolution reaction catalysis" J. Energy Chem. (2025) 10.1016/j.jechem.2025.04.013
[40]
Sharma "Low-cost high entropy alloy (HEA) for high-efficiency oxygen evolution reaction (OER)" Nano Res. (2022) 10.1007/s12274-021-3802-4
[41]
Li "A stable oxygen evolution splitting electrocatalysts high entropy alloy FeCoNiMnMo in simulated seawater" J. Mater. Sci. Technol. (2023) 10.1016/j.jmst.2022.08.012
[42]
Zhang "High entropy spinel oxide (Ni0.2Co0.2Zn0.2Cu0.2Mg0.2)Fe2O4 nanofibers for efficient oxygen evolution reaction" J. Mater. Chem. A (2025) 10.1039/d4ta06051b
[43]
Zhou "Surface decoration on self-supporting high entropy alloy electrodes for enhanced electrochemical water splitting" J. Mater. Chem. A (2024) 10.1039/d3ta07131f
[44]
Chen "Flower-like HEA/MoS2/MoP heterostructure based on interface engineering for efficient overall water splitting" Int. J. Hydrog. Energy (2023) 10.1016/j.ijhydene.2023.04.132
[45]
Han "Promoted self-construction of β-NiOOH in amorphous high entropy electrocatalysts for the oxygen evolution reaction" Appl. Catal. B (2022) 10.1016/j.apcatb.2021.120764
[46]
High entropy promoted active site in layered double hydroxide for ultra-stable oxygen evolution reaction electrocatalyst

Thi Xuyen Nguyen, Chia-Chien Tsai, Van Thanh Nguyen et al.

Chemical Engineering Journal 2023 10.1016/j.cej.2023.143352
[47]
Zhang "Amorphous high-entropy phosphate as passivation layer by inhibiting adsorption of chloride ions toward highly durable self-supporting electrode for enhanced seawater electrolysis" J. Colloid Interface Sci. (2025) 10.1016/j.jcis.2025.137476
[48]
Kumar "High entropy metal oxide@ graphene oxide composite as electrocatalyst for green hydrogen generation using anion exchange membrane seawater electrolyzer" Int. J. Hydrog. Energy (2023) 10.1016/j.ijhydene.2023.06.121
[49]
High-entropy heterostructures modulated by oxyphilic transition metals for efficient oxygen evolution reaction

Wenqing Guan, Chengxu Zhang, Yue Zhang et al.

Nano Energy 2025 10.1016/j.nanoen.2024.110528
[50]
Hu "In situ reconstruction of high‐entropy heterostructure catalysts for stable oxygen evolution electrocatalysis under industrial conditions" Adv. Mater. (2024) 10.1002/adma.202310918

Showing 50 of 78 references

Metrics
1
Citations
78
References
Details
Published
Oct 31, 2025
Vol/Issue
7(4)
Pages
043001
License
View
Funding
National Natural Science Foundation of China Award: 12304060
Hainan Provincial Natural Science Foundation of China Award: 225QN214
Scientific Research Project of Tongling University Award: 2024tlxykjZD03
Talent Startup Project of Tongling University Award: 2024tlxyrc028
Cite This Article
Xiaoliang Zhang, Cong Li, Weibing Wu, et al. (2025). High-entropy electrocatalysts toward high-performance oxygen evolution reaction: a perspective from atomic-scale electronic structure modulation. Electronic Structure, 7(4), 043001. https://doi.org/10.1088/2516-1075/ae164c
Related

You May Also Like