3 papers
stat.ME2020
Sequential Design of Mixture Experiments with an Empirically Determined Input Domain and an Application to Burn-up Credit Penalization of Nuclear Fuel Rods
François Bachoc, Théo Barthe, Thomas Santner +1
This paper proposes a sequential design for maximizing a stochastic computer simulator output, y(x), over an unknown optimization domain. The training data used to estimate the opt…
cs.CE2016
Global Sensitivity Analysis with 2D Hydraulic Codes: Application on Uncertainties Related to High-Resolution Topographic Data
M Abily, O Delestre, P Gourbesville +3
Technologies such as aerial photogrammetry allow production of 3D topographic data including complex environments such as urban areas. Therefore, it is possible to create High Reso…
cs.CE2016
Global sensitivity analysis with 2d hydraulic codes: applied protocol and practical tool
M Abily, N Bertrand, O Delestre +3
Global Sensitivity Analysis (GSA) methods are useful tools to rank input parameters uncertainties regarding their impact on result variability. In practice, such type of approach i…