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Bayesian Subset Simulation: a kriging-based subset simulation algorithm for t...
International audience -
Kriging-based sequential design strategies using fast cross-validation techni...
Kriging-based surrogate models have become very popular during the last decades to approximate a computer code output from few simulations. In practical applications,... -
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 -
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... -
Multi-fidelity Gaussian process regression for computer experiments
This work is on Gaussian-process based approximation of a code which can be run at different levels of accuracy. The goal is to improve the predictions of a surrogate...
