人工智能与数据科学
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陈景润
教授，博士生导师
陈景润，教授，博士生导师。2005年和2010年分别在南京大学和中国科学院取得学士和博士学位。2010年-2015年在加州大学圣芭芭拉分校担任访问助理教授，2015年-2021年在苏州大学担任特聘教授。2021年12月加入中国科学技术大学苏州高等研究院/数学科学学院。主要工作发表在SIAM系列期刊，Mathematics of Computation，Journal of Computational Physics等应用与计算数学学术期刊上以及Nature Communications，Materials Horizons等交叉领域学术期刊上。
电子邮箱：jingrunchen at ustc.edu.cn
联系地址：中国科学技术大学苏州高等研究院亲民楼204
主要研究方向
1. 科学计算：材料性质的多尺度建模、分析、算法与仿真，包括材料力学、材料磁学以及材料电学；
2. 深度学习与高维偏微分方程、机器视觉及应用；
3. 工业仿真软件
获奖及荣誉
2016年海外高层次人才青年项目
学术论文及著作
1.J. Chen, C. Wang, and C. Xie, Convergence analysis of a second-order semi-implicit projection method for Landau-Lifshitz equation, Applied Numerical Mathematics, 168(2021), 55-74.
2. J. Chen, R. Du, and K. Wu, A comparison study of deep Galerkin method and deep Ritz method for elliptic problems with different boundary conditions, Communications in Mathematical Research, 36(2020), 354-376.
3. C. Xie, C. J. Garcia-Cervera, C. Wang, Z. Zhou, and J. Chen, Second-order semi-implicit projection methods for micromagnetics simulations, Journal of Computational Physics, 404(2020), 109104.
4. P. Li, C. Xie, R. Du, J. Chen, and X.-P. Wang, Two improved Gauss-Seidel projection methods for Landau-Lifshitz-Gilbert equation, Journal of Computational Physics, 401(2020), 109046.
5. J. Chen, D. Ma, and Z. Zhang, A multiscale finite element method for the Schrodinger equation with multiscale potentials, SIAM Journal on Scientific Computing, 41(2019), B1115-B1136.
6. J. Chen and W. Gao, Unconventional behavior of Friction at the Nanoscale beyond Amontons' law, ChemPhysChem, 18(2017), 2033-2039.
7. J. Chen and C. J. Garcia-Cervera, An efficient multigrid strategy for large-scale molecular mechanics optimization, Journal of Computational Physics, 342(2017), 29-42.
8. J. Chen and J. Lu, Analysis of the divide-and-conquer method for electronic structure calculations, Mathematics of Computation, 85(2016), 2919-2938.
9. J. Chen, C. J. Garcia-Cervera, and X. Li, An atomistic/continuum coupling method using enriched bases, Multiscale Modeling & Simulation, 13(2015), 766-789.
10. J. Lin, O. V. Mikhnenko, J. Chen, Z. Masri, A. Ruseckas, A. Mikhailovsky, R. Raab, J. Liu, P. W. M. Blom, M. A. Loi, C. J. Garcia-Cervera, I. D. W. Samuel, and T.-Q. Nguyen, Systematic study of exciton diffusion length in organic semiconductors by six experimental methods, Materials Horizons, 1(2014), 280-285.
