姓名:江俊 教授 单位:中国科学技术大学 邮箱:jiangj1@ustc.edu.cn |
主要研究方向与成果:
从事理论与智能化学研究,发展融合人工智能与大数据技术的量子化学方法,聚焦于复杂体系内电子运动模拟,研究在多个物理与化学应用领域中的实际问题。曾获2015年中国化学会唐敖庆青年理论化学家奖、2020年日本化学会亚洲杰出讲座奖。在量子器件和智能化学领域获专利20余项。主持开发5个智能化学计算软件包在国内外研究机构和产业应用。
代表性论文:
[1] Q. Zhu, F. Zhang, Y. Huang, H.Y. Xiao, L.Y. Zhao, X.C. Zhang, T. Song, X.S. Tang, X. Li, G. He, B.C. Chong, J.Y. Zhou, Y.H. Zhang, B.C. Zhang, J.Q. Cao, M. Luo, S. Wang, G.L. Ye, W.J. Zhang, X. Chen, S. Cong, D.L. Zhou, H.R. Li, J.L. Li, G. Zou, W.W. Shang*, J. Jiang*, Y. Luo*, An all-round AI-Chemist with scientific mind, Natl. Sci. Rev. (2022) DOI: 10.1093/nsr/nwac190.
[2] Zhong, Wenhui; Qiu, Yue; Shen, Hujun; Wang, Xijun; Yuan, Jianyong; Jia, Chuanyi; Bi, Siwei; Jiang, Jun*; Electronic Spin Moment As a Catalytic Descriptor for Fe Single-Atom Catalysts Supported on C2N, J. Am. Chem. Soc. 2021, 143: 4405-4413.[3] Ye, Sheng; Zhang, Guozhen; Jiang, Jun*; AI-based spectroscopic monitoring of real-time interactions between SARS-CoV-2 and human ACE2, Proc Natl Acad Sci USA. 2021, 118: e2025879118.
[4] Ye, Sheng#; Zhong, Kai#; Zhang, Jinxiao#; Hu, Wei; Hirst, Jonathan; Zhang, Guozhen; Mukamel, Shaul; Jiang, Jun*; A Machine Learning Protocol for Predicting Protein Infrared Spectra, J. Am. Chem. Soc. 2020, 142: 19071-19077.
[5] Wang, Xijun#; Ye, Sheng#; Hu, Wei#; Sharman, Edward; Liu, Ran; Liu, Yan; Luo, Yi; Jiang, Jun*; Electric Dipole Descriptor for Machine Learning Prediction of Catalyst Surface-Molecular Adsorbate Interactions, J. Am. Chem. Soc. 2020, 142: 7737-7743.