Mining Solid-State Electrolytes from Metal–Organic Framework Databases through Large Language Models and Representation Clustering

J Jinglang Zhang (Tianjin Key Laboratory of Advanced Carbon and Electrochemical Energy Storage, School of Chemical Engineering and Technology, and National Industry-Education Integration Platform of Energy Storage) J Jiaxin Li G Guanhua Zhao (Tianjin Key Lab of Machine Learning, College of Intelligence and Computing) Q Qilong Wang (Tianjin Key Lab of Machine Learning, College of Intelligence and Computing) Y Yu-Guo Guo (Chinese Academy of Sciences , , ,) C Chunpeng Yang (Tianjin Key Laboratory of Advanced Carbon and Electrochemical Energy Storage, School of Chemical Engineering and Technology, and National Industry-Education Integration Platform of Energy Storage)

Article Details

Volume / Issue Vol. 147, Issue 44
Published November 05, 2025
Pages 40496-40506
ISSN 0002-7863
Publisher American Chemical Society

Journal Info

Journal of the American Chemical Society

American Chemical Society

ISSN: 0002-7863 Physical Sciences

Authors (6)

J

Jinglang Zhang

Tianjin Key Laboratory of Advanced Carbon and Electrochemical Energy Storage, School of Chemical Engineering and Technology, and National Industry-Education Integration Platform of Energy Storage

J

Jiaxin Li

G

Guanhua Zhao

Tianjin Key Lab of Machine Learning, College of Intelligence and Computing

Q

Qilong Wang

Tianjin Key Lab of Machine Learning, College of Intelligence and Computing

Y

Yu-Guo Guo

Chinese Academy of Sciences , , ,

C

Chunpeng Yang

Tianjin Key Laboratory of Advanced Carbon and Electrochemical Energy Storage, School of Chemical Engineering and Technology, and National Industry-Education Integration Platform of Energy Storage