Graph-based Prior and Forward Models for Inverse Problems on Manifolds with Boundaries

John Harlim, Shixiao Jiang, Hwanwoo Kim +1

This paper develops manifold learning techniques for the numerical solution of PDE-constrained Bayesian inverse problems on manifolds with boundaries. We introduce graphical Matérn…