On the Stability and Convergence of Physics Informed Neural Networks

Dimitrios Gazoulis, Ioannis Gkanis, Charalambos G. Makridakis

Physics Informed Neural Networks is a numerical method which uses neural networks to approximate solutions of partial differential equations. It has received a lot of attention and…