Posterior sampling with Adaptive Gaussian Processes in Bayesian parameter identification

Paolo Villani, Daniel Andrés-Arcones, Jörg F. Unger +1

Posterior sampling by Monte Carlo methods provides a more comprehensive solution approach to inverse problems than computing point estimates such as the maximum posterior using opt…