Physics-Informed Neural Networks and Radial Basis Functions for PDEs with Dirac Delta Sources

Manuel Reyna, Alexandre Tartakovsky

Physics-Informed Neural Networks (PINNs) are a machine learning method for solving forward and inverse Partial Differential Equations (PDEs). When applied to PDEs with Dirac delta…