Estimating Intractable Posterior Distributions through Gaussian Process regression and Metropolis-adjusted Langevin procedure

Guillaume Perrin, Romain Jorge Do Marco, Christian Soize +1

Numerical simulations are crucial for modeling complex systems, but calibrating them becomes challenging when data are noisy or incomplete and likelihood evaluations are computatio…