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20172026
most citedComparison of Polynomial Chaos and Gaussian Process surrogates for uncertainty quantification and correlation estimation of spatially distributed open-channel steady flows

42 citations · 68 across the 7 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

stat.ME2018

Sounding Spider: An Efficient Way for Representing Uncertainties in High Dimensions

Pamphile T. Roy, Sophie Ricci, Bénédicte Cuenot +1

This article proposes a visualization method for multidimensional data based on: (i) Animated functional Hypothetical Outcome Plots (f-HOPs); (ii) 3-dimensional Kiviat plot; and (i…

physics.flu-dyn2018★ 14 cited

Resampling Strategies to Improve Surrogate Model-based Uncertainty Quantification - Application to LES of LS89

Pamphile Tupui Roy, Luis Miguel Segui, Jean-Christophe Jouhaud +1

Uncertainty Quantification (UQ) is receiving more and more attention for engineering applications in particular from robust optimization. Indeed, running a computer experiment only…