34 citations · 75 across the 8 of their papers we have counts for
4 papers · 1 filter
A Gaussian process and linear-based framework for computing cut distributions in modular Bayesian calibration of two chained computer models
Oumar Baldé, Guillaume Damblin, Amandine Marrel +2
Computer models are widely used in science and engineering to simulate complex systems. However, these models are affected by several sources of uncertainty, which may limit their…
Adaptive use of replicated Latin Hypercube Designs for computing Sobol' sensitivity indices
Guillaume Damblin, Alberto Ghione
As recently pointed out in the field of Global Sensitivity Analysis (GSA) of computer simulations, the use of replicated Latin Hypercube Designs (rLHDs) is a cost-saving alternativ…
Bayesian inference and non-linear extensions of the CIRCE method for quantifying the uncertainty of closure relationships integrated into thermal-hydraulic system codes
Guillaume Damblin, Pierre Gaillard
Uncertainty Quantification of closure relationships integrated into thermal-hydraulic system codes is a critical prerequisite in applying the Best-Estimate Plus Uncertainty (BEPU)…
The Uranie platform: an Open-source software for optimisation, meta-modelling and uncertainty analysis
J-B. Blanchard, G. Damblin, J-M. Martinez +2
The high-performance computing resources and the constant improvement of both numerical simulation accuracy and the experimental measurements with which they are confronted, bring…