Topological Machine Learning Unveils Hidden Reaction Pathways in Nanocrystal Synthesis

B Byeoksong Lee (Department of Physics and Chemistry) M Mahnmin Choi (Department of Energy Science and Center for Artificial Atoms) J Jibin Shin (Department of Energy Science (DOES) and Center for Artificial Atoms) H Hyunwook Ha (Department of Physics and Chemistry) D Doeun Shim (Department of Energy Science and Center for Artificial Atoms) S Sohee Jeong (Department of Energy Science and Center for Artificial Atoms) J Joongoo Kang (Department of Physics and Chemistry)

Article Details

Volume / Issue Vol. 147, Issue 49
Published December 10, 2025
Pages 45337-45346
ISSN 0002-7863
Publisher American Chemical Society

Journal Info

Journal of the American Chemical Society

American Chemical Society

ISSN: 0002-7863 Physical Sciences

Authors (7)

B

Byeoksong Lee

Department of Physics and Chemistry

M

Mahnmin Choi

Department of Energy Science and Center for Artificial Atoms

J

Jibin Shin

Department of Energy Science (DOES) and Center for Artificial Atoms

H

Hyunwook Ha

Department of Physics and Chemistry

D

Doeun Shim

Department of Energy Science and Center for Artificial Atoms

S

Sohee Jeong

Department of Energy Science and Center for Artificial Atoms

J

Joongoo Kang

Department of Physics and Chemistry