Stochastic full waveform inversion with deep generative prior for uncertainty quantification.

Yuke Xie Hervé Chauris Nicolas Desassis

Published in: CoRR (2024)

Keyphrases

stochastic nature
prior knowledge
generative model
data driven
uncertain data
stochastic simulation
data sets
frequency domain
stochastic process
chance constraints
inherent uncertainty
discriminative learning
artificial intelligence
stochastic programming
deep learning
decision theory
conjugate priors