Evaluating Error Bound for Physics-Informed Neural Networks on Linear Dynamical Systems

Shuheng Liu, Xiyue Huang, Pavlos Protopapas

There have been extensive studies on solving differential equations using physics-informed neural networks. While this method has proven advantageous in many cases, a major critici…