A unified predictive and generative solution for liquid electrolyte formulation

Nature Machine Intelligence 2026

View at publisher
Authors: Zhenze Yang, Yifan Wu, Xu Han, Ziqing Zhang, Haoen Lai, Zhenliang Mu, Tianze Zheng, Siyuan Liu, Zhichen Pu, Zhi Wang, Zhiao Yu, Sheng Gong
+1 more Wen Yan
DOI: 10.1038/s42256-025-01173-w
Cited by: 14
References: 54

Fields of Study & Subjects

Machine Learning in Materials Science Advanced Battery Materials and Technologies Model Reduction and Neural Networks

Publication details

Journal / source
Nature Machine Intelligence
Publisher
Springer Science and Business Media LLC
Volume
8
Issue
2
Pages
186–196
Publication date
28 January 2026
Language
EN