Bayesian multiscale deep generative model for the solution of high-dimensional inverse problems

Yingzhi Xia, Nicholas Zabaras

Estimation of spatially-varying parameters for computationally expensive forward models governed by partial differential equations is addressed. A novel multiscale Bayesian inferen…