Speaker: Prof. JIANG Lijian
Time: 10:00-11:00, Dec. 10
Location: SIST 1A 106
Host: Prof. LIAO Qifeng
Abstract:
In the talk, I will present two data-driven multiscale finite element methods: (1) dynamic mode decomposition and deep learning based CEM-GMsFEM for nonlinear multiscale dynamic system; (2) ensemble based GMsFEM for multiscale stochastic problems. Some applications in porous media flows will be presented.
Bio:
姜立建，现为同济大学数学教授。 2012年获得国家“海外高层次青年人才计划”支持。主要研究方向是多尺度方法及其不确定性量化，在SIAM系列杂志， Journal of Computational Physics，Computer Methods in Applied Mechanics and Engineering等科学计算和交叉学科杂志发表论文40多篇。 现担任应用数学综合期刊Journal of Computational and Applied Mathematics和《数值计算与计算机应用》的编委。