Stochastic seismic waveform inversion using generative adversarial networks as a geological prior

Lukas Mosser, Olivier Dubrule, Martin J. Blunt

We present an application of deep generative models in the context of partial-differential equation (PDE) constrained inverse problems. We combine a generative adversarial network…