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Artificial intelligence-driven discovery and design of solid-state hydrogen storage materials

Yuyi Chu Yanxin Li Yanxi Lyu Di Zhang Hao Li Weijie Yang Jianqiu Li Liang Zhang

Green Energy & Environment2026，Vol.11Issue(4)：P.940-967,28.

Green Energy & Environment2026，Vol.11Issue(4)：P.940-967,28.DOI:10.1016/j.gee.2026.01.007

Artificial intelligence-driven discovery and design of solid-state hydrogen storage materials

Yuyi Chu ¹Yanxin Li ²Yanxi Lyu ³Di Zhang ⁴Hao Li ⁴Weijie Yang ²Jianqiu Li ⁵Liang Zhang³

作者信息

1. Center for Combustion Energy,Tsinghua University,Beijing,100084,China School of Vehicle and Mobility,State Key Laboratory of Intelligent Green Vehicle and Mobility,Tsinghua University,Beijing,100084,China
2. Department of Power Engineering,School of Energy,Power and Mechanical Engineering,North China Electric Power University,Baoding,071003,China
3. Center for Combustion Energy,Tsinghua University,Beijing,100084,China School of Vehicle and Mobility,State Key Laboratory of Intelligent Green Vehicle and Mobility,Tsinghua University,Beijing,100084,China Beijing Huairou Laboratory,Beijing,China
4. Advanced Institute for Materials Research(WPI-AIMR),Tohoku University,Sendai,980-8577,Japan
5. School of Vehicle and Mobility,State Key Laboratory of Intelligent Green Vehicle and Mobility,Tsinghua University,Beijing,100084,China Beijing Huairou Laboratory,Beijing,China
折叠

摘要

关键词

Solid-State Hydrogen Storage/Databases/Feature Engineering/Machine Learning/AI Platforms

分类

信息技术与安全科学

引用本文复制引用

Yuyi Chu,Yanxin Li,Yanxi Lyu,Di Zhang,Hao Li,Weijie Yang,Jianqiu Li,Liang Zhang..Artificial intelligence-driven discovery and design of solid-state hydrogen storage materials[J].Green Energy & Environment,2026,11(4):P.940-967,28.

基金项目

supported by the National Natural Science Foundation of China(22521202,22373055,52250710681) （22521202,22373055,52250710681）

the Program of Beijing Huairou Laboratory(ZD2022006A) （ZD2022006A）

the Tsinghua University Dushi Research Program （）

the Natural Science Foundation of Hebei(Grant No.E2023502006) （Grant No.E2023502006）

the Fundamental Research Fund for the Central Universities(2025MS131) （2025MS131）

the Fundamental Research Funds for the Central Universities(Grant No.2025JC008) （Grant No.2025JC008）

the financial support from JSPS KAKENHI(grant nos.JP25K01737,JP25K17991,JP24K23068,and JP25H01508) （grant nos.JP25K01737,JP25K17991,JP24K23068,and JP25H01508）

the Hirose Foundation. （）

Green Energy & Environment

ISSN：2096-2797

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