Active phase discovery in heterogeneous catalysis via topology-guided sampling and machine learning

S Shisheng Zheng (College of Materials, State Key Laboratory of Physical Chemistry of Solid Surfaces, iChEM, College of Chemistry and Chemical Engineering, College of Energy, School of Life Sciences, College of Physical Science and Technology, and Discipline of Intelligent Instrument and Equipment) X Xi-Ming Zhang H Heng-Su Liu G Ge-Hao Liang S Si-Wang Zhang W Wentao Zhang B Bingxu Wang (School of Advanced Materials) J Jingling Yang X Xian’an Jin F Feng Pan J Jian-Feng Li (Xiamen University , , ,)

Article Details

Volume / Issue Vol. 16, Issue 1
Published March 14, 2025
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (11)

S

Shisheng Zheng

College of Materials, State Key Laboratory of Physical Chemistry of Solid Surfaces, iChEM, College of Chemistry and Chemical Engineering, College of Energy, School of Life Sciences, College of Physical Science and Technology, and Discipline of Intelligent Instrument and Equipment

X

Xi-Ming Zhang

H

Heng-Su Liu

G

Ge-Hao Liang

S

Si-Wang Zhang

W

Wentao Zhang

B

Bingxu Wang

School of Advanced Materials

J

Jingling Yang

X

Xian’an Jin

F

Feng Pan

J

Jian-Feng Li

Xiamen University , , ,