Numerical Analysis, Optimization, Dimensionality Reduction, Curse Of Dimensionality, Reduced Order Modeling.
Romor, M. Tezzele, A. Lario, and G. Rozza. Kernel-based Active Subspaces with application to CFD parametric problems using Discontinuous Galerkin method. arXiv preprint arXiv:2008.12083, 2020. [11] F. Romor, M. Tezzele, and G. Rozza. A local approach to parameter space reduction for regression and