Numerical Analysis, Optimization, Dimensionality Reduction, Curse Of Dimensionality, Reduced Order Modeling.
surface based on such reduction, thus enabling multi-fidelity Gaussian process regression without the need of running new simulations. This has a great potential in the data scarcity regime affecting many engineering applications, as we have shown in the automotive field in collaboration with the