Bayesian full waveform inversion with learned prior using deep convolutional autoencoder

Shuhua Hu, Mrinal K Sen, Zeyu Zhao +2

Full waveform inversion (FWI) can be expressed in a Bayesian framework, where the associated uncertainties are captured by the posterior probability distribution (PPD). In practice…