On the contraction rate of the posterior distribution for nonlinear PDE parameter identification

Yuxin Fan, Bangti Jin

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