XPEAK: an XRD-driven machine learning platform for predicting the catalyst-enhanced dehydrogenation peak temperature of MgH 2

Journal of Materials Chemistry A 2026

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Authors: Weijie Yang, Zhuoran Xu, Jin Li, Leping Zhang, Man Shu, Jianghao Cai, Tongao Yao, Xiaotian Tang, Yuxuan Liu, Shiwen Luo, Xuqiang Shao, Wenjing Wang
+1 more Zhijun Gao
DOI: 10.1039/d5ta08221h
Cited by: 6
References: 90

Abstract

An XRD-AI platform enabling discovery of high-potential catalysts for MgH 2 dehydrogenation.

Fields of Study & Subjects

Hydrogen Storage and Materials Machine Learning in Materials Science Hydrogen embrittlement and corrosion behaviors in metals

Publication details

Journal / source
Journal of Materials Chemistry A
Publisher
Royal Society of Chemistry (RSC)
Volume
14
Issue
13
Pages
7579–7595
Publication date
1 January 2026
Language
EN