Variational Monte Carlo - Bridging Concepts of Machine Learning and High Dimensional Partial Differential Equations

Martin Eigel, Reinhold Schneider, Philipp Trunschke +1

A statistical learning approach for parametric PDEs related to Uncertainty Quantification is derived. The method is based on the minimization of an empirical risk on a selected mod…