Metamodel-based sensitivity analysis: Polynomial chaos expansions and Gaussian processes

L. Le Gratiet, S. Marelli, B. Sudret

Global sensitivity analysis is now established as a powerful approach for determining the key random input parameters that drive the uncertainty of model output predictions. Yet th…