Publications HAL de Malek BEN SALEM de la collection FAYOL-ENSMSE

2019

Journal articles

titre
Gaussian process based dimension reduction for goal-oriented sequential design
auteur
Malek Ben Salem, François Bachoc, Olivier Roustant, Fabrice Gamboa, Lionel Tomaso
article
SIAM/ASA Journal on Uncertainty Quantification, 2019, ⟨10.1137/18M1167930⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01688329/file/main.pdf https://hal.science/hal-01688329/file/Ackley20D40iterboxlot.pdf https://hal.science/hal-01688329/file/Ackley20D40itermean.pdf https://hal.science/hal-01688329/file/Borhole25Dboxlot.pdf https://hal.science/hal-01688329/file/Borhole25Dmean.pdf https://hal.science/hal-01688329/file/Branin25Dboxlot.pdf https://hal.science/hal-01688329/file/Branin25Dmean.pdf https://hal.science/hal-01688329/file/harmtann15Dboxlot.pdf https://hal.science/hal-01688329/file/harmtann15Dmean.pdf https://hal.science/hal-01688329/file/hartmannbydimnewcolorcode.pdf https://hal.science/hal-01688329/file/IDEAL_cos2pix2_1.pdf https://hal.science/hal-01688329/file/IDEAL_cos2pi_constrastxstar.pdf https://hal.science/hal-01688329/file/IDEAL_cos_krigx1.pdf https://hal.science/hal-01688329/file/IDEAL_loglik2.pdf https://hal.science/hal-01688329/file/IDEAL_loglik2bad.pdf https://hal.science/hal-01688329/file/IDEAL_loglikcos2pi_10_tr.pdf https://hal.science/hal-01688329/file/legend.pdf https://hal.science/hal-01688329/file/meancomputingTime.pdf https://hal.science/hal-01688329/file/Rosenbrock20_5D_largerboxlot.pdf https://hal.science/hal-01688329/file/Rosenbrock20_5D_largermean.pdf https://hal.science/hal-01688329/file/rosenbrock_missperc.pdf https://hal.science/hal-01688329/file/rosenperc_inf_var.pdf BibTex

2018

Journal articles

titre
Automatic selection for general surrogate models
auteur
Malek Ben Salem, Lionel Tomaso
article
Structural and Multidisciplinary Optimization, 2018
Accès au texte intégral et bibtex
https://hal.science/hal-01685848/file/PPS_paper_rev%20%282%29.pdf BibTex

Theses

titre
Model selection and adaptive sampling in surrogate modeling : Kriging and beyond.
auteur
Malek Ben Salem
article
Other. Université de Lyon, 2018. English. ⟨NNT : 2018LYSEM006⟩
Accès au texte intégral et bibtex
https://theses.hal.science/tel-03097719/file/malekben-salem-diff.pdf BibTex

2017

Journal articles

titre
Universal Prediction Distribution for Surrogate Models
auteur
Malek Ben Salem, Olivier Roustant, Fabrice Gamboa, Lionel Tomaso
article
SIAM/ASA Journal on Uncertainty Quantification, 2017, 5 (1), pp.1086-1109. ⟨10.1137/15m1053529⟩
Accès au texte intégral et bibtex
https://hal-emse.ccsd.cnrs.fr/emse-01239789/file/main.pdf BibTex