Bertrand Iooss

35 papers A 1Journal 29Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
Geodesic Non-completeness of the Truncated Normal Family.
GSI (2)
Baalu Belay Ketema, Nicolas Bousquet, Francesco Costantino, Fabrice Gamboa, Bertrand Iooss, Roman Sueur
2025 J jnl
Hoeffding decomposition of functions of random dependent variables.
J. Multivar. Anal.
Marouane Il Idrissi, Nicolas Bousquet, Fabrice Gamboa, Bertrand Iooss, Jean-Michel Loubes
2025 J jnl
The ENBIS-23 Quality and Reliability Engineering International Special Issue.
Qual. Reliab. Eng. Int.
Bertrand Iooss, Christian H. Weiß
2024 J jnl
Conformal Approach To Gaussian Process Surrogate Evaluation With Coverage Guarantees.
CoRR
Edgar Jaber, Vincent Blot, Nicolas J.-B. Brunel, Vincent Chabridon, Emmanuel Remy, Bertrand Iooss, Didier Lucor, Mathilde Mougeot, Alessandro Leite
2024 J jnl
Probabilistic surrogate modeling by Gaussian process: A new estimation algorithm for more robust prediction.
Reliab. Eng. Syst. Saf.
Amandine Marrel, Bertrand Iooss
2024 J jnl
Probabilistic surrogate modeling by Gaussian process: A review on recent insights in estimation and validation.
Reliab. Eng. Syst. Saf.
Amandine Marrel, Bertrand Iooss
2024 J jnl
Proportional Marginal Effects for Global Sensitivity Analysis.
SIAM/ASA J. Uncertain. Quantification
Margot Herin, Marouane Il Idrissi, Vincent Chabridon, Bertrand Iooss
2023 J jnl
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review.
IEEE CAA J. Autom. Sinica
Sibo Cheng, César Quilodrán Casas, Said Ouala, Alban Farchi, Che Liu, Pierre Tandeo, Ronan Fablet, Didier Lucor, Bertrand Iooss, Julien Brajard, Dunhui Xiao, Tijana Janjic, Weiping Ding, Yike Guo, Alberto Carrassi, Marc Bocquet, Rossella Arcucci
2023 J jnl
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review.
CoRR
Sibo Cheng, César Quilodrán Casas, Said Ouala, Alban Farchi, Che Liu, Pierre Tandeo, Ronan Fablet, Didier Lucor, Bertrand Iooss, Julien Brajard, Dunhui Xiao, Tijana Janjic, Weiping Ding, Yike Guo, Alberto Carrassi, Marc Bocquet, Rossella Arcucci
2022 J jnl
An Information Geometry Approach to Robustness Analysis for the Uncertainty Quantification of Computer Codes.
Technometrics
Clement Gauchy, Jérôme Stenger, Roman Sueur, Bertrand Iooss
2022 J jnl
Editorial for the special issue on "sensitivity analysis of model outputs" reliability engineering and system safety.
Reliab. Eng. Syst. Saf.
Bertrand Iooss, Bruno Sudret, Samuele Lo Piano, Clémentine Prieur
2022 J jnl
Model selection based on validation criteria for Gaussian process regression: An application with highlights on the predictive variance.
Qual. Reliab. Eng. Int.
Charles Demay, Bertrand Iooss, Loïc Le Gratiet, Amandine Marrel
2021 J jnl
Developments and applications of Shapley effects to reliability-oriented sensitivity analysis with correlated inputs.
Environ. Model. Softw.
Marouane Il Idrissi, Vincent Chabridon, Bertrand Iooss
2021 J jnl
Global sensitivity analysis using derivative-based sparse Poincaré chaos expansions.
CoRR
Nora Lüthen, Olivier Roustant, Fabrice Gamboa, Bertrand Iooss, Stefano Marelli, Bruno Sudret
2021 — conf
Model Predictivity Assessment: Incremental Test-Set Selection and Accuracy Evaluation.
SIS
Elias Fekhari, Bertrand Iooss, Joseph Muré, Luc Pronzato, Maria-João Rendas
2021 J jnl
The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support.
Environ. Model. Softw.
Saman Razavi, Anthony J. Jakeman, Andrea Saltelli, Clémentine Prieur, Bertrand Iooss, Emanuele Borgonovo, Elmar Plischke, Samuele Lo Piano, Takuya Iwanaga, William E. Becker, Stefano Tarantola, Joseph H. A. Guillaume, John D. Jakeman, Hoshin V. Gupta, Nicola Melillo, Giovanni Rabitti, Vincent Chabridon, Qingyun Duan, Holger R. Maier
2020 J jnl
Statistical Identification of Penalizing Configurations in High-dimensional Thermal-hydraulic Numerical Experiments: The ICSCREAM Methodology.
CoRR
Amandine Marrel, Bertrand Iooss, Vincent Chabridon
2019 J jnl
Background Error Covariance Iterative Updating with Invariant Observation Measures for Data Assimilation.
CoRR
Sibo Cheng, Jean-Philippe Argaud, Bertrand Iooss, Didier Lucor, Angélique Ponçot
2019 — conf
Canonical Moments for Optimal Uncertainty Quantification on a Variety.
GSI
Jérôme Stenger, Fabrice Gamboa, Merlin Keller, Bertrand Iooss
2019 J jnl
Uncertainty and sensitivity analysis of functional risk curves based on Gaussian processes.
Reliab. Eng. Syst. Saf.
Bertrand Iooss, Loïc Le Gratiet
2017 A conf
Melissa: large scale in transit sensitivity analysis avoiding intermediate files.
SC
Théophile Terraz, Alejandro Ribés, Yvan Fournier, Bertrand Iooss, Bruno Raffin
2016 J jnl
Stochastic Simulators Based Optimization by Gaussian Process Metamodels - Application to Maintenance Investments Planning Issues.
Qual. Reliab. Eng. Int.
Thomas Browne, Bertrand Iooss, Loïc Le Gratiet, Jérôme Lonchampt, Emmanuel Remy
2015 J jnl
Application of the control variate technique to estimation of total sensitivity indices.
Reliab. Eng. Syst. Saf.
Sergei S. Kucherenko, B. Delpuech, Bertrand Iooss, Stefano Tarantola
2014 J jnl
A Bayesian Approach for Global Sensitivity Analysis of (Multifidelity) Computer Codes.
SIAM/ASA J. Uncertain. Quantification
Loïc Le Gratiet, Claire Cannamela, Bertrand Iooss
2014 J jnl
Crossed-derivative based sensitivity measures for interaction screening.
Math. Comput. Simul.
Olivier Roustant, Jana Fruth, Bertrand Iooss, Sonja Kuhnt
2014 — conf
Visualizing statistical analysis of curve datasets in ParaView.
IEEE VAST
Alejandro Ribés, Joachim Pouderoux, Anne-Laure Popelin, Bertrand Iooss
2013 J jnl
Derivative-based global sensitivity measures: General links with Sobol' indices and numerical tests.
Math. Comput. Simul.
Matieyendou Lamboni, Bertrand Iooss, A.-L. Popelin, Fabrice Gamboa
2013 J jnl
Numerical studies of space-filling designs: optimization of Latin Hypercube Samples and subprojection properties.
J. Simulation
G. Damblin, Mathieu Couplet, Bertrand Iooss
2012 J jnl
Global sensitivity analysis of stochastic computer models with joint metamodels.
Stat. Comput.
Amandine Marrel, Bertrand Iooss, Sébastien Da Veiga, Mathieu Ribatet
2012 J jnl
Screening and metamodeling of computer experiments with functional outputs. Application to thermal-hydraulic computations.
Reliab. Eng. Syst. Saf.
Benjamin Auder, Agnès De Crecy, Bertrand Iooss, Michel Marquès
2009 J jnl
Calculations of Sobol indices for the Gaussian process metamodel.
Reliab. Eng. Syst. Saf.
Amandine Marrel, Bertrand Iooss, Béatrice Laurent, Olivier Roustant
2009 — book
Contributions au traitement des incertitudes en modélisation numérique : propagation d'ondes en milieu aléatoire et analyse statistique d'expériences simulées. (Contributions to the uncertainty management in numerical modelisation: wave propagation in random media and analysis of computer experiments).
Bertrand Iooss
2009 J jnl
Global sensitivity analysis of computer models with functional inputs.
Reliab. Eng. Syst. Saf.
Bertrand Iooss, Mathieu Ribatet
2008 J jnl
An efficient methodology for modeling complex computer codes with Gaussian processes.
Comput. Stat. Data Anal.
Amandine Marrel, Bertrand Iooss, François Van Dorpe, Elena Volkova
2006 J jnl
Response surfaces and sensitivity analyses for an environmental model of dose calculations.
Reliab. Eng. Syst. Saf.
Bertrand Iooss, François Van Dorpe, Nicolas Devictor