Solving Inverse Stochastic Problems from Discrete Particle Observations Using the Fokker--Planck Equation and Physics-Informed Neural Networks

Document Details

Document Type: Pub Defense Publication
Publication Date: Jan 01, 2021
Source ID: 10.1137/20m1360153

Entities

People

George Karniadakis
Jinqiao Duan
Liu Yang
Xiaoli Chen

Organizations

Army Research Office
China Scholarship Council
National Institutes of Health
United States Department of Energy

Tags

Technology Areas

AI & ML
AI & ML - Machine Learning Algorithms
AI & ML - Neural Networks