Rohrhofer, Franz M.

3 publications

ICLRW 2024 Approximating Family of Steep Traveling Wave Solutions to Fisher's Equation with PINNs Franz M. Rohrhofer, Stefan Posch, Clemens Gößnitzer, Bernhard C Geiger

TMLR 2023 On the Role of Fixed Points of Dynamical Systems in Training Physics-Informed Neural Networks Franz M. Rohrhofer, Stefan Posch, Clemens Gößnitzer, Bernhard C Geiger

NeurIPSW 2022 How PINNs Cheat: Predicting Chaotic Motion of a Double Pendulum Sophie Steger, Franz M. Rohrhofer, Bernhard C Geiger