Probabilistic learning on manifolds constrained by nonlinear partial differential equations for small datasets

Christian Soize, Roger Ghanem

A novel extension of the Probabilistic Learning on Manifolds (PLoM) is presented. It makes it possible to synthesize solutions to a wide range of nonlinear stochastic boundary valu…