北京中关村学院导师
个人主页链接:https://hexinzgca.github.io
研究方向
1、AI4S 基础框架与机器学习方法创新(生成模型、相空间采样)
2、功能材料多尺度动力学模拟加速与量子修正
3、人工智能驱动的功能材料性质预测与结构设计
教育经历
2019-2025 北京大学,物理化学专业,理学博士(导师:刘剑教授)
2015-2019 北京大学,化学专业,理学学士
工作经历
2025 - 至今 北京中关村学院,助理教授
2025 清华大学,博士后研究员(水木学者奖学金)
代表性学术论文
Baihua Wu, Binqi Li(co-first), Xin He(co-first), Xiangsong Cheng, Jiejun Ren, Jian Liu*. Nonadiabatic Field: A Conceptually Novel Approach for Nonadiabatic Quantum Molecular Dynamics. Journal of Chemical Theory and Computation, 21 (8), 3775–3813 (2025). https://doi.org/10.1021/acs.jctc.5c00181.
Xin He, Xiangsong Cheng, Baihua Wu, Jian Liu*. Nonadiabatic Field with Triangle Window Functions on Quantum Phase Space. Journal of Physical Chemistry Letters, 15, 20, 5452–5466 (2024). https://doi.org/10.1021/acs.jpclett.4c00793
Xin He, Baihua Wu, Tom Rivlin, Jian Liu, Eli Pollak*. Transition Path Flight Times and Nonadiabatic Electronic Transitions. Journal of Physical Chemistry Letters, 13, 30, 6966-6974 (2022) https://pubs.acs.org/doi/10.1021/acs.jpclett.2c01425
Xin He, Baihua Wu, Youhao Shang, Binqi Li, Xiangsong Cheng, Jian Liu*. New Phase Space Formulations and Quantum Dynamics Approaches. Wiley Interdisciplinary Reviews-Computational Molecular Science, 12, 6, e1619 (2022). https://doi.org/10.1002/wcms.1619
Xin He, Zhihao Gong, Baihua Wu, Jian Liu*. Negative Zero-Point-Energy Parameter in the Meyer-Miller Mapping Model for Nonadiabatic Dynamics. Journal of Physical Chemistry Letters, 12, 10, 2496-2501 (2021). https://pubs.acs.org/doi/full/10.1021/acs.jpclett.1c00232



