Numerical Analysis, Optimization, Dimensionality Reduction, Curse Of Dimensionality, Reduced Order Modeling.
fusing information coming from different simulations and/or sensors. Usually, such methods rely on different computational grids or on simplified physical models in order to build a hierarchy of fidelities. Instead, we introduce a low dimensional bias in a chain of Gaussian processes so we can