Runge-Kutta Physics Informed Neural Networks: Formulation and Analysis

Georgios Akrivis, Charalambos G. Makridakis, Costas Smaragdakis

In this paper we consider time-dependent PDEs discretized by a special class of Physics Informed Neural Networks whose design is based on the framework of Runge--Kutta and related…