Wide-band butterfly network: stable and efficient inversion via multi-frequency neural networks

Matthew Li, Laurent Demanet, Leonardo Zepeda-Núñez

We introduce an end-to-end deep learning architecture called the wide-band butterfly network (WideBNet) for approximating the inverse scattering map from wide-band scattering data.…