韩彦强/ 助理研究员
研究方向:微纳材料人工智能设计
电子邮箱:hanyanqiang@sjtu.edu.cn
办公地点:微电子大楼200室
实验室链接:人工智能与微结构实验室 www.aimslab.cn
韩彦强博士, 现任上海交通大学微纳电子学系助理研究员。2017年本科毕业于南开大学物理系,之后进入上海交通大学电子信息与电气工程学院攻读博士学位。博士毕业后加入上海交通大学微纳电子系人工智能与微结构实验室,从事科研工作。
目前从事微纳材料的第一性原理与人工智能算法以及交叉领域的研究工作。研究内容主要包括高性能量子分块、第一性原理和人工智能等算法框架的开发,并重点探索了相关算法在微米/纳米结构、生物体系以及晶体结构中的交叉应用,致力于实现大尺度体系的量子力学精度计算和材料、器件功能导向设计。先后在Physics Reports (IF=30.5)、Briefings in Bioinformatics (IF=13.9)、Journal of Physical Chemistry Letters (IF=9.4) 等高水平学术期刊发表20余篇学术论文,授权10余项发明专利和软件著作。
研究方向:
1. 高性能量子分块算法开发
2. 第一性原理计算与人工智能算法开发与交叉应用
主要论文:
- Yanqiang Han, Imran Ali, Zhilong Wang, Junfei Cai, Sicheng Wu, Jiequn Tang, Lin Zhang, Jiahao Ren, Rui Xiao, Qianqian Lu, Lei Hang, Hongyuan Luo, Jinjin Li*, Machine learning accelerates quantum mechanics predictions of molecular crystals. Phys. Rep. 934, 1–71 (2021).
- Yanqiang Han, Zhilong Wang, An Chen, Imran Ali, Junfei Cai, Simin Ye, Jinjin Li*, An inductive transfer learning force field (ITLFF) protocol builds protein force fields in seconds. Brief. Bioinform. 23, bbab590 (2022).
- Yanqiang Han, Zhilong Wang, Zhiyun Wei, Jinyun Liu, Jinjin Li*, Machine learning builds full-QM precision protein force fields in seconds. Brief. Bioinform. 22, bbab158 (2021).
- Yanqiang Han, Zhilong Wang, Jiahao Ren, Zhiyun Wei, Jinjin Li*, Potential inhibitors for the novel coronavirus (SARS-CoV-2). Brief. Bioinform. 22, 1225–1231 (2021).
- Yanqiang Han#, Zhilong Wang#, Jinjin Li*, Neural Networks Accelerate the Ab Initio Prediction of Solid–Solid Phase Transitions at High Pressures. J. Phys. Chem. Lett. 12, 132–137 (2021).
- Yanqiang Han, Jinfeng Liu, Lei Huang, Xiao He, Jinjin Li*, Predicting the phase diagram of solid carbon dioxide at high pressure from first principles. Npj Quantum Mater. 4, 10 (2019).
- Yanqiang Han, Zhilong Wang, Zhiyun Wei, Igor Schapiro, Jinjin Li*, Binding affinity and mechanisms of SARS-CoV-2 variants. Comput. Struct. Biotechnol. J. 19, 4184–4191 (2021).
- Yanqiang Han, Jinyun Liu, Jinjin Li*, Ab initio investigation of solid carbon monoxide phase diagram at low temperature. Mater. Today Commun. 28, 102571 (2021).
- Yanqiang Han#, Hongyuan Luo#, Qianqian Lu#, Zeying Liu, Jinyun Liu, Jiarui Zhang, Zhiyun Wei, Jinjin Li*, Quantum Mechanical-Based Stability Evaluation of Crystal Structures for HIV-Targeted Drug Cabotegravir. Molecules. 26, 7178 (2021).
- Yanqiang Han, Jinyun Liu, Jinjin Li*, Molecular structure determination of solid carbon dioxide phase IV at high pressures and temperatures based on Møller-Plesset perturbation theory. Int. J. Quantum Chem. 120, e26397 (2020).