Numerical Analysis, Optimization, Dimensionality Reduction, Curse Of Dimensionality, Reduced Order Modeling.
amount of design parameters we developed several techniques for parameter space reduction based on active subspaces (AS) [3]. The scheme below depicts how non-intrusive model order reduction done with dynamic mode decomposition and proper orthogonal decomposition (POD) with interpolation [4] can be