Numerical Analysis, Optimization, Dimensionality Reduction, Curse Of Dimensionality, Reduced Order Modeling.
optimization phase. After an optimum is found we can validate it using the high-fidelity solver and add it to the solutions database in order to make the ROMs model accurate in that specific neighborhood, and optimization, until no new points are found. In the figure below, instead, the