2025/06-至今 助理教授，北京大学先进制造与机器人学院，北京大学大数据分析与应用技术国家工程实验室
2021/09-2025/05 助理教授，北京大学工学院，北京大学大数据分析与应用技术国家工程实验室
2019/09-2021/08 博士后 麻省理工学院 MIT Energy Initiative
本课题组长期招收本科生、硕士/博士研究生、博士后、研究助理，诚挚欢迎有扎实数理基础、对低碳智慧能源、多模态大模型感兴趣的同学加入团队。
部分论文列表：
#Equal contribution, *Corresponding author
R. Liu#, G. He#*, X. Wang, D. Mallapragada, H. Zhao, Y. Shao-Horn*, and B. Jiang*, "A cross-scale energy optimization framework for evaluating the flexibility values of electric vehicles”, Nature Communications, 15(1), 280 (2024).
J. Zhang#, Y. Wang#, B. Jiang#, H. He, S. Huang, C. Wang, Y. Zhang, X. Han, D. Guo, G. He*, and M. Ouyang*, "Realistic fault detection of li-ion battery via dynamical deep learning," Nature Communications, 14(1), 5940 (2023). (Editors’ Highlight)
J. Wang#, L. Chen#, Z. Tan, E. Du, N. Liu, J. Ma, M. Sun, C. Li, J. Song, X. Lu*, C. W. Tan*, and G. He*, "Inherent spatiotemporal uncertainty of renewable power in China," Nature Communications, 14(1), 5379 (2023).
Y. Zhang, V. Cheng, D. Mallapragada, J. Song, and G. He*, "A model-adaptive clustering-based time aggregation method for low-carbon energy system optimization," IEEE Transactions on Sustainable Energy, 14(1), 55-64 (2022).
G. He, J. Michalek, S. Kar, Q. Chen, D. Zhang*, and J. F. Whitacre*, "Utility-Scale Portable Energy Storage Systems," Joule, 5, 379-392 (2021).
G. He*, D. S. Mallapragada, A. Bose, C. F. Heuberger, and E. Gençer, "Hydrogen Supply Chain Planning with Flexible Transmission and Storage Scheduling," IEEE Transactions on Sustainable Energy, 12, 1730-1740 (2021). (2024 IEEE PES Prize Paper Award)
G. He*, D. S. Mallapragada, A. Bose, C. F. Heuberger, and E. Gençer, "Sector coupling via hydrogen to lower the cost of energy system decarbonization," Energy & Environmental Science, 14, 4635-4646 (2021).
G. He*, S. Kar, J. Mohammadi, P. Moutis, and J. F. Whitacre, "Power System Dispatch with Marginal Degradation Cost of Battery Storage,” IEEE Transactions on Power Systems, 36, 3552-3562 (2021).
G. He, Q. Chen, P. Moutis, S. Kar, and J. F. Whitacre*, "An Intertemporal Decision Framework for Electrochemical Energy Storage Management," Nature Energy, 3, 404-412 (2018).
G. He, Q. Chen, C. Kang, P. Pinson, and Q. Xia, "Optimal Bidding Strategy of Battery Storage in Power Markets Considering Performance-Based Regulation and Battery Cycle Life,” IEEE Transactions on Smart Grid, 7, 2359–2367 (2016).