Numerical Analysis, Optimization, Dimensionality Reduction, Curse Of Dimensionality, Reduced Order Modeling.
With this reduced variable we can build lower dimensional response surfaces while retaining most of the function’s variations. Despite its simplicity and interpretability, the linear restriction could be an issue for approximating complex nonlinear functions, possibly with radial symmetries. To