Nombre de documents

30


Article dans une revue13 documents

  • Guillaume Damblin, Mathieu Couplet, Bertrand Iooss. Numerical studies of space filling designs: optimization of Latin Hypercube Samples and subprojection properties. Journal of Simulation, Palgrave Macmillan, 2013, 7, pp.276-289. <hal-00848240>
  • Matieyendou Lamboni, Bertrand Iooss, Anne-Laure Popelin, Fabrice Gamboa. Derivative-based global sensitivity measures: general links with Sobol' indices and numerical tests. Mathematics and Computers in Simulation, Elsevier, 2013, 87, pp.45-54. <hal-00666473v2>
  • Benjamin Auder, Agnes De Crecy, Bertrand Iooss, Michel Marques. Screening and metamodeling of computer experiments with functional outputs. Application to thermal-hydraulic computations. Reliability Engineering and System Safety, Elsevier, 2012, 107, pp.122-131. <hal-00525491v2>
  • Amandine Marrel, Bertrand Iooss, Sébastien Da Veiga, Mathieu Ribatet. Global sensitivity analysis of stochastic computer models with joint metamodels. Statistics and Computing, Springer Verlag (Germany), 2012, 22, pp.833-847. <hal-00525489v2>
  • Bertrand Iooss. Revue sur l'analyse de sensibilité globale de modèles numériques. Journal de la Société Française de Statistique, Société Française de Statistique et Société Mathématique de France, 2011, 152 (1), pp.1-23. <hal-00503179v2>
  • Amandine Marrel, Bertrand Iooss, Michel Jullien, Beatrice Laurent, Elena Volkova. Global sensitivity analysis for models with spatially dependent outputs. Environmetrics, Wiley, 2011, 22, pp.383-397. <hal-00430171v4>
  • Olivier Asserin, Alexandre Loredo, Matthieu Petelet, Bertrand Iooss. Global sensitivity analysis in welding simulations -- what are the material data you really need ?. Finite Elements in Analysis and Design, Elsevier, 2011, 47 (9), pp.1004-1016. <10.1016/j.finel.2011.03.016>. <hal-00419162>
  • Matthieu Petelet, Bertrand Iooss, Olivier Asserin, Alexandre Loredo. Latin hypercube sampling with inequality constraints. AStA Advances in Statistical Analysis, Springer Verlag, 2010, 94, pp.325-339. <hal-00412235v3>
  • Bertrand Iooss, Loïc Boussouf, Vincent Feuillard, Amandine Marrel. Numerical studies of the metamodel fitting and validation processes. International Journal of Advances in Systems and Measurements, 2010, 3, pp.11-21. <hal-00444666v2>
  • Amandine Marrel, Bertrand Iooss, Beatrice Laurent, Olivier Roustant. Calculations of Sobol indices for the Gaussian process metamodel. Reliability Engineering and System Safety, Elsevier, 2009, 94, pp.742-751. <10.1016/j.ress.2008.07.008>. <hal-00239494>
  • Bertrand Iooss, Mathieu Ribatet. Global sensitivity analysis of computer models with functional inputs. Reliability Engineering and System Safety, Elsevier, 2009, 94 (7), pp.1194-1204. <hal-00243156v2>
  • Claire Cannamela, Josselin Garnier, Bertrand Iooss. Controlled stratification for quantile estimation. Annals Of Applied Statistics, Institute Mathematical Statistics, 2008, 2 (4), pp.1554-1580. <hal-00256644>
  • Amandine Marrel, Bertrand Iooss, Francois Van Dorpe, Elena Volkova. An efficient methodology for modeling complex computer codes with Gaussian processes. Computational Statistics & Data Analysis / Computational Statistics and Data Analysis, 2008, 52, pp.4731-4744. <10.1016/j.csda.2008.03.026>. <hal-00239492v2>

Communication dans un congrès4 documents

  • Thomas Browne, Bertrand Iooss, Loïc Le Gratiet, Jérome Lonchampt. Stochastic simulators based optimization by Gaussian process metamodels - Application to maintenance investments planning issues. ENBIS 2015, Sep 2015, Prague, Czech Republic. 2015. <hal-01198463>
  • Julien Bect, Bousquet Nicolas, Bertrand Iooss, Shijie Liu, Alice Mabille, et al.. Quantification et réduction de l'incertitude concernant les propriétés de monotonie d'un code de calcul coûteux à évaluer. Société Française de Statistique (SFdS). 46èmes Journées de Statistique de la SFdS (JdS 2014), Jun 2014, Rennes, France. 6 p., 2014. <hal-01057322>
  • Anne-Laure Popelin, Bertrand Iooss. Visualization tools for uncertainty and sensitivity analyses on thermal-hydraulic transients. Joint International Conference on Supercomputing in Nuclear Applications and Monte Carlo 2013 (SNA + MC 2013), Oct 2013, Paris, France. pp.1, 2013. <hal-00952930>
  • Benjamin Auder, Bertrand Iooss. Clustering "optimal" dans des espaces fonctionnels. 41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France, France. 2009. <inria-00386593>

Poster1 document

  • Julien Bect, Nicolas Bousquet, Bertrand Iooss, Shijie Liu, Alice Mabille, et al.. Uncertainty quantification and reduction for the monotonicity properties of expensive-to-evaluate computer models. Uncertainty in Computer Models 2014 Conference, Jul 2014, Sheffield, United Kingdom. <hal-01103724>

Chapitre d'ouvrage1 document

Autre publication1 document

  • Bertrand Iooss, Mathieu Ribatet, Amandine Marrel. Global Sensitivity Analysis of Stochastic Computer Models with joint metamodels. Unpublished. 2009. <hal-00232805v3>

Pré-publication, Document de travail8 documents

  • Loïc Le Gratiet, Bertrand Iooss, Géraud Blatman, Thomas Browne, Sara Cordeiro, et al.. Model Assisted Probability of Detection curves: New statistical tools and progressive methodology. 2016. <hal-01260335>
  • Bertrand Iooss, Loïc Le Gratiet. Uncertainty and sensitivity analysis of functional risk curves based on Gaussian processes. 2016. <hal-01357005>
  • Olivier Roustant, Franck Barthe, Bertrand Iooss. Poincaré inequalities on intervals – application to sensitivity analysis. 2016. <hal-01388758>
  • Thomas Browne, Bertrand Iooss, Loïc Le Gratiet, Jérôme Lonchampt, Emmanuel Remy. Stochastic simulators based optimization by Gaussian process metamodels -Application to maintenance investments planning issues Short title: Metamodel-based optimization of stochastic simulators. 2015. <hal-01242478v2>
  • Olivier Roustant, Jana Fruth, Bertrand Iooss, Sonja Kuhnt. Crossed-Derivative Based Sensitivity Measures for Interaction Screening. 2014. <hal-00845446v2>
  • Serge Kucherenko, Bertrand Iooss. Derivative based global sensitivity measures. 2014. <hal-01079358v3>
  • Tatiana Labopin-Richard, Fabrice Gamboa, Aurélien Garivier, Bertrand Iooss. Bregman superquantiles. Estimation methods and applications.. 2014. <hal-00996440v8>
  • Loic Le Gratiet, Claire Cannamela, Bertrand Iooss. A Bayesian approach for global sensitivity analysis of (multi-fidelity) computer codes. 2013. <hal-00842432>

Rapport1 document

  • Paul Lemaître, Ekatarina Sergienko, Aurélie Arnaud, Nicolas Bousquet, Fabrice Gamboa, et al.. Density modification based reliability sensitivity analysis. 2012. <hal-00737978v3>

HDR1 document

  • Bertrand Iooss. Contributions au traitement des incertitudes en modélisation numérique : propagation d'ondes en milieu aléatoire et analyse statistique d'expériences simulées. Mathématiques [math]. Université Paul Sabatier - Toulouse III, 2009. <tel-00360995>