Deciphering the Interfacial Catalysis of Metal–Oxide Nanocatalysts in CO <sub>2</sub> Hydrogenation through a Machine Learning Approach

D Dandan Ren (State Key Laboratory of Coal Conversion, Institute of Coal Chemistry) M Mei Hong R Ruiying Li Y Yuwei Zhou (National Energy Center for Coal to Liquids) Z Ziwei Wang C Chenke Li (Key Laboratory of the Ministry of Education for Advanced Catalysis Materials, Zhejiang Key Laboratory for Reactive Chemistry on Solid Surfaces, Institute of Physical Chemistry) J Jieqiong Ding (State Key Laboratory of Precision and Intelligent Chemistry, iChEM, Key Laboratory of Surface and Interface Chemistry and Energy Catalysis of Anhui Higher Education Institutes, School of Chemistry and Materials Science) F Fei Wang X Xingchen Liu (State Key Laboratory of Coal Conversion, Institute of Coal Chemistry) W Weixin Huang X Xiaodong Wen (Advanced Imaging Research Center, University of Texas Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, Texas 75390, United States) Z Zhenhua Zhang

Article Details

Volume / Issue Vol. 148, Issue 8
Published March 04, 2026
Pages 8423-8436
ISSN 0002-7863
Publisher American Chemical Society

Journal Info

Journal of the American Chemical Society

American Chemical Society

ISSN: 0002-7863 Physical Sciences

Authors (12)

D

Dandan Ren

State Key Laboratory of Coal Conversion, Institute of Coal Chemistry

M

Mei Hong

R

Ruiying Li

Y

Yuwei Zhou

National Energy Center for Coal to Liquids

Z

Ziwei Wang

C

Chenke Li

Key Laboratory of the Ministry of Education for Advanced Catalysis Materials, Zhejiang Key Laboratory for Reactive Chemistry on Solid Surfaces, Institute of Physical Chemistry

J

Jieqiong Ding

State Key Laboratory of Precision and Intelligent Chemistry, iChEM, Key Laboratory of Surface and Interface Chemistry and Energy Catalysis of Anhui Higher Education Institutes, School of Chemistry and Materials Science

F

Fei Wang

X

Xingchen Liu

State Key Laboratory of Coal Conversion, Institute of Coal Chemistry

W

Weixin Huang

X

Xiaodong Wen

Advanced Imaging Research Center, University of Texas Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, Texas 75390, United States

Z

Zhenhua Zhang