uncertainty quantification

Variational Bayesian Inference using Sparse Matrices for PDE Inverse Problems

Inverse problems involving partial differential equations have shown a great practical use in science and engineering. Although such problems are generally ill-posed, different regularization approaches have been developed to ameliorate this problem. …