Probing nuclear quantum effects in electrocatalysis via a machine-learning enhanced grand canonical constant potential approach

Abstract Proton-coupled electron transfer (PCET) is the key step for energy conversion in electrocatalysis. Atomic-scale simulation acts as an indispensable tool to provide a microscopic understanding of PCET. However, consideration of the quantum nature of transferring protons under an exact grand...

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Bibliographic Details
Main Authors: Menglin Sun, Bin Jin, Xiaolong Yang, Shenzhen Xu
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-025-58871-7
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