Solving the Regge-Wheeler and Teukolsky equations: supervised versus unsupervised physics-informed neural networks

Alan S. Cornell, Sheldon R. Herbst, Anele M. Ncube +1

To expand on the burgeoning research on physics-informed neural networks (PINNs) and their ability to solve the eigenvalue problems in black hole (BH) perturbation theory, we imple…