Development of Highly Active Catalysts for Low-Temperature CO <sub>2</sub> Hydrogenation to Methanol Using a Machine Learning Approach

S Shirun Zhao (Institute for Catalysis, Hokkaido University, Kita 21 Nishi 10, Kita-ku, Sapporo, Hokkaido 001-0021, Japan) S Shinya Mine (National Institute of Advanced Industrial Science and Technology (AIST) , , 4-2-1 Nigatake, Miyagino-ku , , ,) G Gang Wang W Weiyang Zhang (Institute for Catalysis, Hokkaido University, Kita 21 Nishi 10, Kita-ku, Sapporo, Hokkaido 001-0021, Japan) A Abdellah Ait El Fakir (Hokkaido University , , N-21, W-10 , ,) B Bin Yang Z Zengwei Qin (Institute for Catalysis, Hokkaido University, Kita 21 Nishi 10, Kita-ku, Sapporo, Hokkaido 001-0021, Japan) N Nazmul Hasan MD Dostagir (Hokkaido University , , N-21, W-10 , ,) K Koichi Matsushita (Central Technical Research Laboratory, ENEOS Corporation, 8 Chidori-cho, Naka-ku, Yokohama 231-0815, Japan) I Ichigaku Takigawa K Ken-ichi Shimizu (Hokkaido University , , N-21, W-10 , ,) T Takashi Toyao (Hokkaido University , , N-21, W-10 , ,)

Article Details

Volume / Issue Vol. 147, Issue 34
Published August 27, 2025
Pages 31121-31135
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)

S

Shirun Zhao

Institute for Catalysis, Hokkaido University, Kita 21 Nishi 10, Kita-ku, Sapporo, Hokkaido 001-0021, Japan

S

Shinya Mine

National Institute of Advanced Industrial Science and Technology (AIST) , , 4-2-1 Nigatake, Miyagino-ku , , ,

G

Gang Wang

W

Weiyang Zhang

Institute for Catalysis, Hokkaido University, Kita 21 Nishi 10, Kita-ku, Sapporo, Hokkaido 001-0021, Japan

A

Abdellah Ait El Fakir

Hokkaido University , , N-21, W-10 , ,

B

Bin Yang

Z

Zengwei Qin

Institute for Catalysis, Hokkaido University, Kita 21 Nishi 10, Kita-ku, Sapporo, Hokkaido 001-0021, Japan

N

Nazmul Hasan MD Dostagir

Hokkaido University , , N-21, W-10 , ,

K

Koichi Matsushita

Central Technical Research Laboratory, ENEOS Corporation, 8 Chidori-cho, Naka-ku, Yokohama 231-0815, Japan

I

Ichigaku Takigawa

K

Ken-ichi Shimizu

Hokkaido University , , N-21, W-10 , ,

T

Takashi Toyao

Hokkaido University , , N-21, W-10 , ,