Physics‐Informed Neural Networks (PINNs) for Wave Propagation and Full Waveform Inversions
Physics‐Informed Neural Networks (PINNs) for Wave Propagation and Full Waveform Inversions
We propose a new approach to the solution of the wave propagation and full waveform inversions (FWIs) based on a recent advance in deep learning called Physics-Informed Neural Networks (PINNs). In this study, we present an algorithm for PINNs applied to the 2D acoustic wave equation and test the model …