-
Worst-case global optimization of black-box functions through Kriging and rel...
International audience -
Fast parallel kriging-based stepwise uncertainty reduction with application t...
International audience -
Sequential design of computer experiments for the estimation of a probability...
International audience -
Kriging as an alternative for a more precise analysis of output parameters in...
International audience -
Data-driven Kriging models based on FANOVA-decomposition
International audience -
DiceKriging, DiceOptim: Two R packages for the analysis of computer experimen...
Two recently released R packages for the approximation and the optimization of expensive-to-evaluate deterministic functions are presented. After a motivation of the... -
Exploratory Designs for Computer Experiments of Complex Physical Systems Simu...
Numerical models represent more and more complex physics. Such problems, often large dimension, require sophisticated and time-consuming computer codes. The considered... -
Improving production process performance thanks to neuronal analysis
International audience -
Total interaction index: A variance-based sensitivity index for second-order ...
Sensitivity analysis aims at exploring which of a number of variables have an impact on a certain response. Not only are the individual variables of interest but also... -
KrigInv: An efficient and user-friendly implementation of batch-sequential in...
Several strategies relying on kriging have recently been proposed for adaptively estimating contour lines and excursion sets of functions under severely limited... -
Modélisation de simulateurs industriels multifidélités : apport d'une approch...
International audience
