Bayesian PINNs for uncertainty-aware inverse problems (BPINN-IP)

Ali Mohammad-Djafari

The main contribution of this paper is to develop a hierarchical Bayesian formulation of PINNs for linear inverse problems, which is called BPINN-IP. The proposed methodology exten…