Two-Stage Machine Learning Framework for Accurate Discrimination of Isomers and Very-Similar Molecules on Surfaces

Z Zixuan Wei (Institute of Physics and University of Chinese Academy of Sciences, Chinese Academy of Sciences) Q Qigang Zhong (State Key Laboratory of Bioinspired Interfacial Materials Science, Institute of Functional Nano & Soft Materials (FUNSOM)) J Jinbo Pan F Fang Han Lim (Institute of Physics and University of Chinese Academy of Sciences, Chinese Academy of Sciences) L Lifeng Chi (State Key Laboratory of Bioinspired Interfacial Materials Science, Institute of Functional Nano & Soft Materials (FUNSOM)) S Shixuan Du

Article Details

Volume / Issue Vol. 147, Issue 39
Published October 01, 2025
Pages 35232-35243
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)

Z

Zixuan Wei

Institute of Physics and University of Chinese Academy of Sciences, Chinese Academy of Sciences

Q

Qigang Zhong

State Key Laboratory of Bioinspired Interfacial Materials Science, Institute of Functional Nano & Soft Materials (FUNSOM)

J

Jinbo Pan

F

Fang Han Lim

Institute of Physics and University of Chinese Academy of Sciences, Chinese Academy of Sciences

L

Lifeng Chi

State Key Laboratory of Bioinspired Interfacial Materials Science, Institute of Functional Nano & Soft Materials (FUNSOM)

S

Shixuan Du