工作经历
- 2022-至今 上海交通大学 药学院&生命科学与技术学院&电子信息与电气工程学院 双聘教授
- 2015-至今 上海交通大学 物理与天文学院&自然科学研究院 特聘教授,博士生导师
- 2010-2014 美国橡树岭国家实验室,博士后(Jeremy C. Smith)
教育经历
- 2006-2010 美国阿克伦大学高分子科学系,博士(导师: Alexei P. Sokolov)
- 2004-2006 香港中文大学物理系, 硕士 (导师:郝少康)
- 2000-2004 中国科学技术大学物理系,本科
学术任职
- 上海交通大学张江高等研究院人工智能生物医药中心 主任 (https://zias.sjtu.edu.cn/xsjg1/rgznswyyzx.htm)
- 上海交通大学重庆人工智能研究院 副院长(https://www.sjtu.cq.cn/)
- 上海人工智能实验室 顾问科学家(http://www.shlab.org.cn/)
- 上海交通大学-金赛药业数字医疗创新实验室 主任
科研成果
- 获得基金委重点项目,面上项目,上海市科委,教委重大项目,以及头部药企等多项科研资助。累计发表SCI论文50余篇(其中包括20篇高影响力论文:Nature, Nature Physics, Physical Review Letters, PNAS, Science Advances, Nature Communications, JACS, Chemical Science等)。
近5年代表工作
- Weishu Zhao, Bozitao Zhong, Lirong Zheng, Pan Tan, Yinzhao Wang, Hao Leng, Nicolas de Souza, Zhuo Liu, Liang Hong, and Xiang Xiao. Proteome-wide 3D structure prediction provides insights into the ancestral metabolism of ancient archaea and bacteria. Nature Communications, 13, 7861 (2022).
- Bingxin Zhou, Outongyi Lv, Kai Yi, Xinye Xiong, Pan Tan, Liang Hong, Yu Guang Wang.
Lightweight Equivariant Graph Representation Learning for Protein Engineering. Accepted at NeurIPS Workshop on Machine Learning for Structural Biology, 2022.
- L. Zheng, H. Lu, B. Zan, S. Li, H. Liu, Z. Liu, J. Huang, Y. Liu, F. Jiang, Q. Liu,* Yan Feng, and L. Hong*.
Loosely-packed Dynamical Structures with Partially-melted Surface Being the Key for Thermophilic Argonaute Proteins Achieving High DNA-cleavage Activity. Nucleic Acids Research, gkac565, 2022.
- Y. Yu, C. Yang, M. Baggioli, A. E. Phillips, A. Zaccone, L. Zhang, R. Kajimoto, M. Nakamura, D. Yu, L. Hong*. The ω3 scaling of the vibrational density of states in quasi-2D nanoconfined solids. Nature Communications, 13, 3649 (2022).
- L. Zheng, Z. Liu, Q. Zhang*, S. Li, J. Huang, L. Zhang, B. Zan, M. Tyagi, H. Cheng*, T. Zuo, V. G. Sakai, T. Yamada,C. Yang, P. Tan, F. Jiang, H. Chen, W. Zhuang*, L. Hong*. Universal Dynamical Onset in Water at Distinct Material Interfaces. Chem. Sci., 2022, 13, 4341.
- X. Qian*, D. Han, L. Zheng, J. Chen, M. Tyag, Q. Li, F. Du, S. Zheng, X. Huang*, S. Zhang, J. Shi, H. Huang*, X. Shi, J. Chen, H Qin, J. Bernholc, X. Chen, L. Q Chen, L. Hong*, Q. M. Zhang. High-entropy polymer produces a giant electrocaloric effect at low fields. Nature, 600.7890 (2021): 664-669.
- Z. Liu, Sara Lemmonds, J. Huang, M. Tyagi, L. Hong* and N. Jain. Entropic Contribution to Enhanced Thermal Stability in the Thermostable P450 CYP119. Proceedings of the National Academy of Sciences,115.43 (2018): E10049-E10058.
- P. Tan, Y. Liang, Q. Xu, E. Mamontov, J. Li, X. Xing, and L. Hong*. Gradual crossover from subdiffusion to normal diffusion: A many-body effect in protein surface water. Physical Review Letters,120, 248101 (2018).
- Z. Liu, J. Huang, M. Tyagi, H. O’Neill, Q. Zhang, E. Mamontov, N. Jain, Yujie Wang, Jie Zhang, Jeremy C. Smith, and L. Hong*. Dynamical Transition of Collective Motions in Dry Protein. Physical Review Letters, 119 (2017), 048101.
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