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Updated: Jun 27, 2026

Multiscale Sampling of a Heterogeneous Water/Metal Catalyst Interface using Density Functional Theory and Force-Field Molecular Dynamics
Published on: April 12, 2019
Site-resolved exploration of high-entropy alloy hydrogen evolution reaction catalysts via interpretable modelling and
Hui Yang1, Delin Yuan1, Hui Wei1
1National Institute of Clean and Low Carbon Energy, Beijing 102211, P. R. China. 20112242@chnenergy.com.cn.
Abstract:
We establish an interpretable site-resolved framework to screen high-entropy alloy catalysts for the hydrogen evolution reaction (HER). By linking local atomic environments to hydrogen adsorption free energy (ΔGH), compositions with a higher probability of exposing near-thermoneutral active sites are statistically identified, enabling rational identification of promising HEA catalyst candidates.
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