cs.NA, math.NA, math.ST, stat.ML, stat.TH

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

arXiv:2605.08672v1 Announce Type: cross
Abstract: 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 on learning of the e…