Adaptive operator learning for infinite-dimensional Bayesian inverse problems

Zhiwei Gao, Liang Yan, Tao Zhou

The fundamental computational issues in Bayesian inverse problems (BIP) governed by partial differential equations (PDEs) stem from the requirement of repeated forward model evalua…