12 citations · 15 across the 2 of their papers we have counts for
3 papers
Fisher-Rao distance between truncated distributions and robustness analysis in uncertainty quantification
Baalu Belay Ketema, Nicolas Bousquet, Francesco Costantino +3
Input variables in numerical models are often subject to several levels of uncertainty, usually modeled by probability distributions. In the context of uncertainty quantification a…
An information geometry approach for robustness analysis in uncertainty quantification of computer codes
Clement Gauchy, Jerome Stenger, Roman Sueur +1
Robustness analysis is an emerging field in the domain of uncertainty quantification. It consists of analysing the response of a computer model with uncertain inputs to the perturb…
Sensitivity analysis using perturbed-law based indices for quantiles and application to an industrial case
Roman Sueur, Bertrand Iooss, Thibault Delage
In this paper, we present perturbed law-based sensitivity indices and how to adapt them for quantile-oriented sensitivity analysis. We exhibit a simple way to compute these indices…