On the consistency of the posterior distribution for nonlinear PDE parameter identification

Yuxin Fan, Bangti Jin

In this work, we investigate the estimation of a parameter in PDEs using Bayesian procedures, and focus on posterior distributions constructed using Gaussian process priors, and it…