Spring 2024 STAT 37783

Course: STAT 37783=CAAM 37783

Title: Solving PDEs with Machine Learning

Instructor(s): Yuehaw Khoo

Teaching Assistant(s): TBA

Class Schedule: Sec 1: TR 12:30 PM-1:50 PM in Eckhart 133

Description: In this class, we discuss approaches based on machine learning for PDEs. We start with the solution of elliptic and parabolic PDE with machine learning. We first discuss approaches based on numerical discretization and particle methods. We then discuss how these classical approaches can also be realized by machine learning in a high-dimensional setting.