13 citations · 13 across the 1 of their papers we have counts for
3 papers
stat.CO2017
Hierarchical Kriging for multi-fidelity aero-servo-elastic simulators - Application to extreme loads on wind turbines
I. Abdallah, C. Lataniotis, B. Sudret
In the present work, we consider multi-fidelity surrogate modelling to fuse the output of multiple aero-servo-elastic computer simulators of varying complexity. In many instances,…
stat.ME2017★ 13 cited
On optimal experimental designs for Sparse Polynomial Chaos Expansions
N. Fajraoui, S. Marelli, B. Sudret
Uncertainty quantification (UQ) has received much attention in the literature in the past decade. In this context, Sparse Polynomial chaos expansions (PCE) have been shown to be am…
stat.CO2016
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…