Numerical Analysis, Optimization, Dimensionality Reduction, Curse Of Dimensionality, Reduced Order Modeling.
overcome such a problem, we developed two techniques, which can be found in the open source Python package ATHENA [9]. ATHENA: Parameter space reduction made easy in Python Working in high-dimensional spaces can be undesirable for many reasons: raw data are often sparse as a consequence