Junhan Chang

Physical Chemistry, Peking University
Grad. 2021
Research Area: machine learning, drug design
Tel: +86-010-62756031
Email: changjh_at_pku.edu.cn

Experiences:

2017.9-2021.7, B. Sc., College of Chemistry and Molecular Engineering, Peking University.

2021.9-present, Ph. D candidate, College of Chemistry and Molecular Engineering, Peking University.

Publications:

1. Jinzhe Zeng, Duo Zhang, Denghui Lu, Pinghui Mo, Zeyu Li, Yixiao Chen, Marián Rynik, Li'ang Huang, Ziyao Li, Shaochen Shi, Yingze Wang, Haotian Ye, Ping Tuo, Jiabin Yang, Ye Ding, Yifan Li, Davide Tisi, Qiyu Zeng, Han Bao, Yu Xia, Jiameng Huang, Koki Muraoka, Yibo Wang, Junhan Chang, Fengbo Yuan, Sigbjørn Løland Bore, Chun Cai, Yinnian Lin, Bo Wang, Jiayan Xu, Jia-Xin Zhu, Chenxing Luo, Yuzhi Zhang, Rhys E. A. Goodall, Wenshuo Liang, Anurag Kumar Singh, Sikai Yao, Jingchao Zhang, Renata Wentzcovitch, Jiequn Han, Jie Liu, Weile Jia, Darrin M. York, Weinan E, Roberto Car, Linfeng Zhang*, and Han Wang*.  DeePMD-kit v2: A software package for deep potential models. J. Chem. Phys. 159 (5), 0155600 (2023).

2. Xinyan Wang, Jichen Li, Lan Yang, Feiyang Chen, Yingze Wang, Junhan Chang, Junmin Chen, Wei Feng, Linfeng Zhang*, and Kuang Yu*. DMFF: An open-source automatic differentiable platform for Molecular Force Field development and molecular dynamics simulation. J. Chem. Theory Comput. 19 (17), 5897-5909 (2023).

3. Dongdong Wang, Yanze Wang, Junhan Chang, Linfeng Zhang*, Han Wang*, and Weinan E*. Efficient sampling of high-dimensional free energy landscapes using adaptive reinforced dynamics. Nat. Comput. Sci. 2 (1), 20-29 (2022).

4. Jun Zhang, Yao-Kun Lei, Zhen Zhang, Junhan Chang, Maodong Li, Xu Han, Lijiang Yang, Yi Isaac Yang*, and Yi Qin Gao*.  A Perspective on deep learning for molecular modeling and simulations. J. Phys. Chem. A 124 (34) 6745–6763 (2020).

Meetings:

Stay tuned.

Awards:

1. Social Services Award, Peking University (2019).

2. The Guanghua Scholarship of Education, Peking University (2018).

3. Second Prize in China Undergraduate Mathematical Contest in Modeling (2018).

Hobbies:

 Sanshou, Deep Learning.