Kernel-based active subspaces with application to computational fluid dynamics parametric problems using the discontinuous Galerkin method

Francesco Romor, Marco Tezzele, Andrea Lario +1

Nonlinear extensions to the active subspaces method have brought remarkable results for dimension reduction in the parameter space and response surface design. We further develop a…