Machine learning and DFT database for C-H dissociation on single-atom alloy surfaces in methane decomposition

Abstract Methane decomposition using single-atom alloy (SAA) catalysts, known for uniform active sites and high selectivity, significantly enhances hydrogen production efficiency without CO2 emissions. This study introduces a comprehensive database of C-H dissociation energy barriers on SAA surfaces...

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Bibliographic Details
Main Authors: Huan Wang, Jikai Sun, Youyong Li, Weiqiao Deng
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Data
Online Access:https://doi.org/10.1038/s41597-025-04885-1
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