Learning Partial Differential Equations from Data Using Neural Networks

Ali Hasan, João M. Pereira, Robert Ravier +2

We develop a framework for estimating unknown partial differential equations from noisy data, using a deep learning approach. Given noisy samples of a solution to an unknown PDE, o…