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Uncertainty Quantification

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Multi-fideltiy Gaussian Processes

Multi-fidelity GPs combine predictions of models with varying levels of accuracy and complexity, to improve prediction of a quantity of interest and its associated uncertainty. Applications have included the prediction of aerodynamic coefficients for the generation of a probabilistic aero-database.