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hal-02490440v1  Journal articles
Alejandro RibesJoachim PouderouxBertrand Iooss. A Visual Sensitivity Analysis for Parameter- Augmented Ensembles of Curves
The Journal of Verification, Validation and Uncertainty Quantification (VVUQ), The American Society of Mechanical Engineers (ASME), 2019, 4 (4), ⟨10.1115/1.4046020⟩
hal-00975701v1  Book sections
Bertrand IoossPaul Lemaître. A review on global sensitivity analysis methods
C. Meloni and G. Dellino. Uncertainty management in Simulation-Optimization of Complex Systems: Algorithms and Applications, Springer, 2015
hal-00952930v1  Conference papers
Anne-Laure PopelinBertrand 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
hal-01079358v3  Book sections
Serge KucherenkoBertrand Iooss. Derivative based global sensitivity measures
R. Ghanem, D. Higdon and H. Owhadi (eds). Handbook of uncertainty quantification, Springer, 2017
hal-01552361v1  Conference papers
Roman SueurBertrand IoossThibault Delage. Sensitivity analysis using perturbed-law based indices for quantiles and application to an industrial case
10th International Conference on Mathematical Methods in Reliability (MMR 2017), Jul 2017, Grenoble, France
hal-01388758v2  Journal articles
Olivier RoustantFranck BartheBertrand Iooss. Poincaré inequalities on intervals – application to sensitivity analysis
Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2017, 11 (2), pp.3081 - 3119. ⟨10.1214/17-EJS1310⟩
hal-01907198v2  Journal articles
Bertrand IoossAmandine Marrel. Advanced methodology for uncertainty propagation in computer experiments with large number of inputs
Nuclear Technology, American Nuclear Society, 2019, 205, pp.1588-1606
hal-01607479v1  Conference papers
Théophile TerrazAlejandro RibesYvan FournierBertrand IoossBruno Raffin. Melissa: Large Scale In Transit Sensitivity Analysis Avoiding Intermediate Files
The International Conference for High Performance Computing, Networking, Storage and Analysis (Supercomputing), Nov 2017, Denver, United States. pp.1 - 14
hal-01357005v3  Journal articles
Bertrand IoossLoïc Le Gratiet. Uncertainty and sensitivity analysis of functional risk curves based on Gaussian processes
Reliability Engineering and System Safety, Elsevier, 2019, 187, pp.58-66
hal-02307657v1  Journal articles
Sibo ChengJean-Philippe ArgaudBertrand IoossDidier LucorAngélique Ponçot. Background Error Covariance Iterative Updating with Invariant Observation Measures for Data Assimilation
Stochastic Environmental Research and Risk Assessment, Springer Verlag (Germany), 2019, 33, pp.2033-2051