Posterior Concentration of Bayesian Physics-Informed Neural Networks for Elliptic PDEs

Yuxuan Zhao, Yulong Lu

We study the posterior contraction rate of Bayesian Physics-Informed Neural Networks (PINNs) for solving a general class of elliptic partial differential equations (PDEs). We focus…