Aug 2026· Advanced Functional Materials· 0 citations· 226 references
Abstract
Electrochemical energy storage and conversion systems powered by renewables underpin the clean energy transition, yet sluggish oxygen evolution reaction (OER) severely limits energy efficiency, driving demand for efficient OER catalysts. Perovskites stand out for adjustable electronic structures and strong catalytic activity. High‐entropy perovskites (HEPs), with multiple principal lattice elements, gain stable phases from configurational entropy and favorable electronic states via multicomponent synergy, promising OER performance. However, their vast compositional range renders trial‐and‐error development ineffective, hindering structure–activity analysis and targeted catalyst design. Covering oxide and halide HEPs, this review summarizes advances in HEP OER catalysts over four aspects: synthetic routes, performance regulation, mechanistic analysis via computation, and AI‐driven rational design (covering material screening, descriptor mining, and activity prediction). Unlike prior reviews covering separate high‐entropy oxides, standard perovskites, or general AI catalysis, this work builds a closed logical loop for HEPs spanning synthesis, experiment, mechanism, and rational design. An outlook on AI‐assisted HEP electrocatalysis is offered to inform the development of advanced OER catalytic systems.
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Jun-Meng Jing, Hao-Ran Wang, Zi-Wei Zheng et al.· Advances in Materials· 0 citations
The oxygen evolution reaction (OER) is a kinetically demanding anodic process in water electrolysis and related electrochemical energy-conversion systems. Its multistep proton-coupled electron-transfer kinetics and catalyst degradation under strongly oxidizing conditions limit overall efficiency and durability. High-en...
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Thermochemical energy storage (TCES) based on reversible redox reactions of metal oxides has emerged as a promising solution for high‐temperature energy storage in next‐generation concentrating solar power (CSP) systems. Among the candidate materials, perovskite oxides (ABO
3‐
δ
) are particularly attractive...
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