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math.ST2020★ 7 cited
A Visual Sensitivity Analysis for Parameter-Augmented Ensembles of Curves
Alejandro Ribes, Joachim Pouderoux, Bertrand Iooss
Engineers and computational scientists often study the behavior of their simulations by repeated solutions with variations in their parameters, which can be for instance boundary v…
math.ST2019★ 1 cited
Large scale in transit computation of quantiles for ensemble runs
Alejandro Ribes, Théophile Terraz, Bertrand Iooss +2
The classical approach for quantiles computation requires availability of the full sample before ranking it. In uncertainty quantification of numerical simulation models, this appr…