Consistency of Variational Inference for Nonlinear Inverse Problems of Partial Differential Equations

Shaokang Zu, Junxiong Jia, Deyu Meng

We investigate the convergence rates of variational posterior distributions for statistical inverse problems involving nonlinear partial differential equations (PDEs). Departing fr…