PrerequisiteBasic knowledge on numerical methods for partial differential equations and machine learning methodsAbstractThis course reviews the publications of the recent years on using machine learning methods to solve partial differential equations, such as Physics Informed Neural Network (PINN). The course will cover the materials on forward method, inverse method, reduced order modeling, an...
SpeakerSergiu KlainermanPrinceton UniversitySergiu Klainerman is a professor of mathematics at Princeton University and a renowned expert in partial differential equations and general relativity. His current research deals with the mathematical theory of black holes more precisely on their rigidity and stability. He is also interested in the dynamic formation of trapped surfaces and singulariti...