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Intrinsic metal-support interactions break the activity-stability dilemma in electrocatalysis

Lingxi Zhou, Menghao Yang, Yihong Liu, Feiyu Kang, Ruitao Lv

2025Nature Communications29 citationsDOIOpen Access PDF

Abstract

Electrocatalysis plays a central role in clean energy conversion and sustainable technologies. However, the trade-off between activity and stability of electrocatalysts largely hinders their practical applications, notably in the oxygen evolution reaction for producing hydrogen and solar fuels. Here we report a steam-assisted synthesis armed with machine learning screening of an integrated Ru/TiMnOx electrode, featuring intrinsic metal-support interactions. These atomic-scale interactions with self-healing capabilities radically address the activity-stability dilemma across all pH levels. Consequently, the Ru/TiMnOx electrode demonstrate enhanced mass activities—48.5×, 112.8×, and 74.6× higher than benchmark RuO2 under acidic, neutral, and alkaline conditions, respectively. Notably, it achieves stable operation for up to 3,000 h, representing a multi-fold stability improvement comparable to other state-of-the-art catalysts. The breakthrough in activity-stability limitations highlights the potential of intrinsic metal-support interactions for enhancing electrocatalysis and heterogeneous catalysis in diverse applications. Developing efficient catalysts that resolve the activity-stability trade-off remains challenging for hydrogen production. Here, the authors report a steam-assisted, machine-learning-screened synthesis of self-healing Ru/TiMnOx electrodes that resolve this challenge.

Topics & Concepts

ElectrocatalystNanotechnologyDilemmaBenchmark (surveying)CatalysisChemistryOxygen reduction reactionBiochemical engineeringStability (learning theory)Computer scienceChemical physicsMaterials scienceSustainable energyFuel cellsExpert elicitationEnergy transformationHydrogenWater splittingElectrocatalysts for Energy ConversionCO2 Reduction Techniques and CatalystsMachine Learning in Materials Science
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