physics-driven-ml

Physics-driven machine learning using PyTorch and Firedrake

seismic-inversion

Seismic inversion using a neural network regulariser implemented as an ExternalOperator in Firedrake

deep-seismic-regularizer

Deep learning based regularizers for seismic inversion

MultiscaleOptimization

Multiscale Optimization using ExternalOperator