394 citations · 2.7k across the 50 of their papers we have counts for
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stat.ME2017
A general framework for data-driven uncertainty quantification under complex input dependencies using vine copulas
E. Torre, S. Marelli, P. Embrechts +1
Systems subject to uncertain inputs produce uncertain responses. Uncertainty quantification (UQ) deals with the estimation of statistics of the system response, given a computation…
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…