Numerical analysis of physics-informed neural networks and related models in physics-informed machine learning

Tim De Ryck, Siddhartha Mishra

Physics-informed neural networks (PINNs) and their variants have been very popular in recent years as algorithms for the numerical simulation of both forward and inverse problems f…