The Application of Machine Learning Methods to the Solution of Partial Differential Equations
Speaker: Xiaoming Zhang
Time: 09:50 - 12:15, every Thursday, 3/17/2022 - 6/30/2022
Zoom ID: 361 038 6975，Password：BIMSA
This course reviews the publications of the recent decade on using machine learning methods in solving partial differential equations, such as Physics Informed Neural Network (PINN). The course will include the materials on direct method, inverse method, reduced order modeling, and the assimilation of various types of observational data.
Basic knowledge on numerical methods for partial differential equations and neural network methods
BS Zhejiang University
MS Peking University
Work Experience: Aerodyne Research, Earth Tech, China Zhejiang Textile Industry Group
Research Interest: Big data, AI, Numerical Modeling
Publication or Honor: PI of 14 national projects, 40+ research papers, China national specially-invited expert.