Data vs. Physics: The Apparent Pareto Front of Physics-Informed Neural Networks

Franz M. Rohrhofer, Stefan Posch, Clemens Gößnitzer +1

Physics-informed neural networks (PINNs) have emerged as a promising deep learning method, capable of solving forward and inverse problems governed by differential equations. Despi…