Universal Prediction Distribution for Surrogate Models. - Malek Ben Salem 002; Olivier Roustant; Fabrice Gamboa; Lionel Tomaso (SIAM/ASA J. Uncertain. Quantification, 2017)

Model selection and adaptive sampling in surrogate modeling: Kriging and beyond. (Sélection de modèle et échantillonnage séquentiel en métamodélisation : Krigeage et au-delà). - Malek Ben Salem 002 (2018)

Gaussian Process-Based Dimension Reduction for Goal-Oriented Sequential Design. - Malek Ben Salem 002; François Bachoc; Olivier Roustant; Fabrice Gamboa; Lionel Tomaso (SIAM/ASA J. Uncertain. Quantification, 2019)