Sparse-grids-like surrogate models enhanced with gradient information

Andrea Bressan, Sofia Imperatore, Francesca Locatelli +1

This work concerns surrogate modeling for quantities of interest (QoI) arising from parametric non-linear partial differential equations (PDEs). More specifically, we consider exte…