昌珺涵

北京大学 william威廉中文官网
2021级研究生
研究方向：机器学习、药物设计、自由能计算
电话: （010）62756031
Email: changjh_at_pku.edu.cn
English Version

 

简历:

2017年9月-2021年6月：william威廉中文官网，理学学士。

2021年9月至今：william威廉中文官网，博士研究生。

 

发表论文:

1. Junhan Chang, Zhe Xu, Duo Zhang, Hongrui Lin, Weijie Sun, Linfeng Zhang, Zhirong Liu*, Hang Zheng*, and Xinyan Wang*. Efficient and precise force field optimization for biomolecules using DPA-3. J. Chem. Inf. Model.（出版中）

2. Jing Gao^#,  Junhan Chang^#,*,  Haohui Que,  Yanfei Xiong, Shixiang Zhang,  Xianwei Qi,  Zhen Liu,  Jun-Jie Wang,  Qianjun Ding, Xinyu Li,  Ziwei Pan,  Qiming Xie,  Zhuang Yan, Junchi Yan*,  Linfeng Zhang*. Unilabos: An ai-native operating system for autonomous laboratories. arXiv:2512.21766v1 (2025).

3. Hengxing Cai^#, Xiaochen Cai^#, Junhan Chang^#, Sihang Li^#, Lin Yao, Changxin Wang, Zhifeng Gao, Hongshuai Wang, Yongge Li, Mujie Lin, Shuwen Yang, Jiankun Wang, Mingjun Xu, Jin Huang, Xi Fang, Jiaxi Zhuang, Yuqi Yin, Yaqi Li, Changhong Chen, Zheng Cheng, Zifeng Zhao, Linfeng Zhang, Guolin Ke.  SciAssess: Benchmarking LLM proficiency in scientific literature analysis.  NAACL, 2335-2357 (2025).

4. Linfeng Zhang, Siheng Chen, Yuzhu Cai, Jingyi Chai, Junhan Chang, Kun Chen, Zhi X. Chen, Zhaohan Ding, Yuwen Du, Yuanpeng Gao, Yuan Gao, Jing Gao, Zhifeng Gao, Qiangqiang Gu, Yanhui Hong, Yuan Huang, Xi Fang, Xiaohong Ji, Guolin Ke, Zixing Lei, Xinyu Li, Yongge Li, Ruoxue Liao, Hang Lin, Xiaolu Lin, Yuxiang Liu, Xinzijian Liu, Zexi Liu, Jintan Lu, Tingjia Miao, Haohui Que, Weijie Sun, Yanfeng Wang, Bingyang Wu, Tianju Xue, Rui Ye, Jinzhe Zeng, Duo Zhang, Jiahui Zhang, Linfeng Zhang, Tianhan Zhang, Wenchang Zhang, Yuzhi Zhang, Zezhong Zhang, Hang Zheng, Hui Zhou, Tong Zhu, Xinyu Zhu, Qingguo Zhou, Weinan E.  Bohrium + SciMaster: Building the infrastructure and ecosystem for agentic science at scale.  arXiv:2512.20469 (2025).

5. Wei Li, Ling Gao, Shiyong Cui, Tiantian Wei, Jiayu Sun, Xinyue Zhou, Shuyu Liang, Xiaoqing Pan, Xuanzhen Pan, Chuanping Gao, Yingze Wang, Junhan Chang, Chunting Wang, Pinou Lv, Junyu Xiao, Peng Dai* & Xing Chen*. Protein β-O-glucosylation by Legionella LtpM through short consensus sequons G-T/S and S-G. Nat. Chem. Bio. 21 (11), 1806-1817 (2025).

6. Jinzhe Zeng,* Duo Zhang, Anyang Peng, Xiangyu Zhang, Sensen He, Yan Wang, Xinzijian Liu, Hangrui Bi, Yifan Li, Chun Cai, Chengqian Zhang, Yiming Du, Jia-Xin Zhu, Pinghui Mo, Zhengtao Huang, Qiyu Zeng, Shaochen Shi, Xuejian Qin, Zhaoxi Yu, Chenxing Luo, Ye Ding, Yun-Pei Liu, Ruosong Shi, Zhenyu Wang, Sigbjørn Løland Bore, Junhan Chang, Zhe Deng, Zhaohan Ding, Siyuan Han, Wanrun Jiang, Guolin Ke, Zhaoqing Liu, Denghui Lu, Koki Muraoka, Hananeh Oliaei, Anurag Kumar Singh, Haohui Que, Weihong Xu, Zhangmancang Xu, Yong-Bin Zhuang, Jiayu Dai, Timothy J. Giese, Weile Jia, Ben Xu, Darrin M. York, Linfeng Zhang,* and Han Wang*. DeePMD-kit v3: A Multiple-backend framework for machine learning potentials. J. Chem. Theory Comput. 21 (9), 4375-4385 (2025).

7. Duo Zhang, Xinzijian Liu, Xiangyu Zhang, Chengqian Zhang, Chun Cai, Hangrui Bi, Yiming Du, Xuejian Qin, Anyang Peng, Jiameng Huang, Bowen Li, Yifan Shan, Jinzhe Zeng, Yuzhi Zhang, Siyuan Liu, Yifan Li, Junhan Chang, Xinyan Wang, Shuo Zhou, Jianchuan Liu, Xiaoshan Luo, Zhenyu Wang, Wanrun Jiang, Jing Wu, Yudi Yang, Jiyuan Yang, Manyi Yang, Fu-Qiang Gong, Linshuang Zhang, Mengchao Shi, Fu-Zhi Dai, Darrin M. York, Shi Liu, Tong Zhu, Zhicheng Zhong, Jian Lv, Jun Cheng, Weile Jia, Mohan Chen, Guolin Ke, Weinan E, Linfeng Zhang* & Han Wang*.  DPA-2: a large atomic model as a multi-task learner. NPJ Comput. Mater. 10 (1), 293/1-15 (2024).

8. 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).

9. 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).

10. 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).

11. 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).

 

参加会议：

敬请期待。

 

获奖情况:

1. 2017-2018学年，北京大学光华奖学金。

2. 2018年，全国大学生数学建模竞赛二等奖。

 

兴趣爱好:

深度学习、散打。