A practical inverse design approach for high-entropy catalysts using generative AI

Nature Synthesis 2026

View at publisher
Authors: Donglai Zhou, Ruyu Yang, Zijin Jia, Yuhai Cai, Luyuan Zhao, Lulu Guo, Guilin Ye, Song Wang, Linjiang Chen, Daobin Liu, Pieter E. S. Smith, Yan Huang
+2 more Qing Zhu, Jun Jiang
DOI: 10.1038/s44160-025-00983-5
Cited by: 7
References: 53

Fields of Study & Subjects

Machine Learning in Materials Science High Entropy Alloys Studies Catalysis and Oxidation Reactions

Publication details

Journal / source
Nature Synthesis
Publisher
Springer Science and Business Media LLC
Volume
5
Issue
5
Pages
730–739
Publication date
29 January 2026
Language
EN