Error estimation for physics-informed neural networks with implicit Runge-Kutta methods

Jochen Stiasny, Spyros Chatzivasileiadis

The ability to accurately approximate trajectories of dynamical systems enables their analysis, prediction, and control. Neural network (NN)-based approximations have attracted sig…