Machine learning-assisted Ru-N bond regulation for ammonia synthesis

Z Zichuang Li M Mingxin Zhang (State Key Laboratory of Quantum Functional Materials, School of Physical Science and Technology) X Xiaozhi Su (Shanghai Synchrotron Radiation Facility, Zhangjiang Laboratory, Shanghai Advanced Research Institute) Y Yangfan Lu (College of Materials Science and Engineering, National Engineering Research Center for Mg Alloys, National Key Laboratory of Advanced Casting Technologies, National Innovation Center for Industry-Education Integration of Energy Storage Technology) J Jiang Li (State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Institute of Materia Medica) Q Qing Zhang W Wenqian Li K Kailong Qian (Frontiers Science Center for Transformative Molecules, School of Chemistry and Chemical Engineering) X Xiaojun Lu (Frontiers Science Center for Transformative Molecules, School of Chemistry and Chemical Engineering) B Bo Dai (Frontiers Science Center for Transformative Molecules, State Key Laboratory of Polyolefins and Catalysis, School of Chemistry and Chemical Engineering, Zhangjiang Institute for Advanced Study) H Hideo Hosono (National Institute for Materials Science (NIMS)) Y Yanpeng Qi (School of Physical Science and Technology, Shanghai Tech Laboratory for Topological Physics) M Miao Xu R Renzhong Tai J Jie-Sheng Chen (Frontiers Science Center for Transformative Molecules, School of Chemistry and Chemical Engineering) T Tian-Nan Ye

Article Details

Volume / Issue Vol. 16, Issue 1
Published August 21, 2025
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (16)

Z

Zichuang Li

M

Mingxin Zhang

State Key Laboratory of Quantum Functional Materials, School of Physical Science and Technology

X

Xiaozhi Su

Shanghai Synchrotron Radiation Facility, Zhangjiang Laboratory, Shanghai Advanced Research Institute

Y

Yangfan Lu

College of Materials Science and Engineering, National Engineering Research Center for Mg Alloys, National Key Laboratory of Advanced Casting Technologies, National Innovation Center for Industry-Education Integration of Energy Storage Technology

J

Jiang Li

State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Institute of Materia Medica

Q

Qing Zhang

W

Wenqian Li

K

Kailong Qian

Frontiers Science Center for Transformative Molecules, School of Chemistry and Chemical Engineering

X

Xiaojun Lu

Frontiers Science Center for Transformative Molecules, School of Chemistry and Chemical Engineering

B

Bo Dai

Frontiers Science Center for Transformative Molecules, State Key Laboratory of Polyolefins and Catalysis, School of Chemistry and Chemical Engineering, Zhangjiang Institute for Advanced Study

H

Hideo Hosono

National Institute for Materials Science (NIMS)

Y

Yanpeng Qi

School of Physical Science and Technology, Shanghai Tech Laboratory for Topological Physics

M

Miao Xu

R

Renzhong Tai

J

Jie-Sheng Chen

Frontiers Science Center for Transformative Molecules, School of Chemistry and Chemical Engineering

T

Tian-Nan Ye