Bayesian tomography using polynomial chaos expansion and deep generative networks

Giovanni Angelo Meles, Macarena Amaya, Shiran Levy +2

Implementations of Markov chain Monte Carlo (MCMC) methods need to confront two fundamental challenges: accurate representation of prior information and efficient evaluation of lik…