Bertrand Iooss

• M. Il Idrissi, M. Herin, V. Chabridon, B. Iooss and N. Bousquet, New results in interpretability of models and algorithms with dependent inputs, ECCOMAS, Lisbon, Portugal, June 3-7, 2024

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• E. Fekhari, V. Chabridon, B. Iooss and J. Muré, Copula-based adaptive importance sampling for sensitivity-informed reliability analysis, 2024, ECCOMAS, Lisbon, Portugal, June 3-7, 2024

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• B. Ketema, ,R. Sueur, N. Bousquet, B. Iooss, F. Gamboa and F. Costantino, Non-asymptotic confidence intervals for importance sampling estimators of quantiles, 2024, submitted

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• Á. Rollón de Pinedo, M. Couplet, N. Marie, A. Marrel, E. Merle, R. Sueur and B. Iooss, Detecting oulying simulations in BEPU approaches, BEPU 2024, Lucca, Italy, May 19 – 24, 2024
   

• J-F Wald and B. Iooss, Uncertainty quantification and metamodeling of multi-fidelity CFD computation of a heated fuel assembly, BEPU 2024, Lucca, Italy, May 19 – 24, 2024

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• B. Ketema, F. Costantino, F. Gamboa ,R. Sueur, N. Bousquet and B. Iooss, Robustness analysis of model uncertainties using Fisher distance: the case of truncated distributions, SIAM Conference on Uncertainty Quantification, Trieste, Italy, February 27-March 1, 2024, abstract

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• A. Marrel and B. Iooss, Gaussian process regression: new hyperparameter estimation algorithm for more reliable prediction, SIAM Conference on Uncertainty Quantification, Trieste, Italy, February 27-March 1, 2024, abstract

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• A. Marrel and B. Iooss, Hidden but essential recipes for successful Gaussian process metamodeling to support uncertainty quantification in numerical simulation, SIAM Conference on Uncertainty Quantification, Trieste, Italy, February 27-March 1, 2024, abstract

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• M. Il Idrissi, N. Bousquet, B. Iooss, F. Gamboa and J-M. Loubes, Hoeffding Decomposition Revisited, SIAM Conference on Uncertainty Quantification, Trieste, Italy, February 27-March 1, 2024, abstract

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• B. Ketema, F. Costantino, F. Gamboa ,R. Sueur, N. Bousquet and B. Iooss, Optimization on Riemannian Manifolds for Uncertainty Quantification, Le Congrès des Jeunes Chercheurs en Mathématiques et Applications 2023, Gif-sur-Yvette, France, 25-27 sept. 2023

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• M. Il Idrissi, N. Bousquet, F. Gamboa, B. Iooss and J-M. Loubes, Cooperative game theory and importance quantification, 23rd European Young Statistican Meeting (EYSM), Ljubljana, Slovenia, 11-15 sept 2023

 

• A. Marrel and B. Iooss, New estimation algorithms for more reliable prediction for Gaussian process regression: application to an aquatic ecosystem model, ENBIS-23 Conference, Valencia, Spain, September 11-14, 2023

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• B. Iooss, V. Chabridon and J. Pelamatti, Global importance measures for machine learning model interpretability, an overview, ENBIS-23 Conference, Valencia, Spain, September 11-14, 2023

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• A. Ghione, L. Sargentini, G. Damblin, P. Fillion, J. Baccou, R. Sueur, B. Iooss, A. Petruzzi, K. Zeng, J. Zhang, M. Havet, R. Mendizábal, T. Skorek, X. Wu, J. Freixa Terradas, M. Adorni1, Applying the SAPIUM guideline for Input Uncertainty Quantification: the ATRIUM project, NURETH-20, Washington DC, USA, August 20-25, 2023

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• E. Fekhari, V. Chabridon, J. Muré and B. Iooss, Bernstein adaptive nonparametric conditional sampling: a new method for rare event probability estimation, ICASP14, Dublin, Ireland, July 9 - 13, 2023 - HAL version

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• B. Iooss and L. Clouvel, Une méthode d'approximation des effets de Shapley en grande dimension, 54èmes  Journées de Statistique, Bruxelles, Belgique, July 3-7, 2023 - abstract - HAL version

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• V. Chabridon, B. Iooss, A. Marrel and E. Fekhari, oticscream: A Python module (and a cooking recipe) for the identification of penalizing configurations in computer experiments, UNCECOMP 2023, 12-14 June 2023, Athens, Greece

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• B. Iooss, A. Ribés and F. Robin, On-the-fly uncertainty quantification: algorithms and applications, ENBIS Spring Meeting 2023, Cophenhagen, Denmark, May 25-26, 2023 - abstract

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• E. Fekhari, B. Iooss, V. Chabridon and J. Muré, Efficient techniques for fast uncertainty propagation in an offshore wind turbine multi-physics simulation tool, In: Trends in renewable energies offshore - Proceedings of the 5th International Conference on Renewable Energies Offshore (RENEW20222, Lisbon, Portugal, 8-10 November 2022), C. guedes Soares (Ed.), CRC Press - link - HAL version

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• B. Iooss, Increasing conservatism and robustness in uncertainty quantification-based safety studies using advanced statistical tools, 4th International Symposium on Probabilistic Methodologies for Nuclear Applications (ISPMNA), Leicester, UK, November 1-3, 2022

 

• B. Iooss, V. Chabridon and V. Thouvenot, Variance-based importance measures for machine learning model interpretability, Congrès λμ23, Saclay, France, 10-13 octobre 2022 - HAL version

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• E. Fekhari, B. Iooss, J. Muré, L. Pronzato and J. Rendas, Model predictivity assessment: incremental test-set selection and accuracy evaluation, ENBIS-22 Conference, Trondheim, Norway, June 26-30, 2022 - abstract

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• B. Iooss, R. Sueur and V. Vergès, Robustness analysis in uncertainty quantification via perturbed law-based sensitivity indices, ENBIS-22 Conference, Trondheim, Norway, June 26-30, 2022 - abstract

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• M. Il Idrissi, N. Bousquet, F. Gamboa, B. Iooss and J-M. Loubès, Projection de mesures de probabilité sous contraintes de quantile par distance de Wasserstein et approximation monotone polynomiale, 53èmes Journées de Statistiques de la Société Française de Statistique (SFdS), Lyon, France, Juin 2022 - HAL version

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• M. Wieskotten, M. Crozet, B. Iooss, C. Lacaux and A. Marrel, A comparison between Bayesian and ordinary kriging based on validation criteria: application to radiological characterisation, 14th International Conference on Geostatistics for Environmental Applications (geoENV2022), Parma, Italy, June 22-24, 2022

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• L. Lefebvre, M. Segond, R. Spaggiari, L. Le Gratiet, E. Deri, B. Iooss and G. Damblin, Improving the predictivity of a steam generator clogging numerical model by global sensitivity analysis and Bayesian calibration techniques, International Conference on Physics of Reactors 2022 (PHYSOR 2022), May 15–20, 2022, Pittsburgh, USA

 

• N. Lüthen, O. Roustant, F. Gamboa, B. Iooss, S. Marelli and B. Sudret, Poincare chaos expansions for global sensitivity analysis and surrogate modelling, Proceedings of the 10th International Conference on Sensitivity Analysis of Model Output (SAMO 2022), p 36-37, Tallahassee, Florida, March 2022 - link

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• M. Il Idrissi, V. Chabridon and B. Iooss, Shapley effects for reliability-oriented sensitivity analysis with correlated inputs, Proceedings of the 10th International Conference on Sensitivity Analysis of Model Output (SAMO 2022), p 53-54, Tallahassee, Florida, March 2022 - link

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• M. Herin, M. Il Idrissi, V. Chabridon and B. Iooss, Proportional marginal effects for sensitivity analysis with correlated inputs, Proceedings of the 10th International Conference on Sensitivity Analysis of Model Output (SAMO 2022), p 42-43, Tallahassee, Florida, March 2022 - link

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• A. Rollón de Pinedo, B. Iooss, R. Sueur, N. Marie, A. Marrel, E. Merle and R. Sueur, Analysis of outlying simulations for PWR accidental transients, 2021 International Topical Meeting on Probabilistic Safety Assessment and Analysis (PSA 2021), Virtual Meeting, November 2021 - paper

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• M. Wieskotten, M. Crozet, B. Iooss and C. Lacaux, Study of the effectiveness of Bayesian kriging for the decommissioning and dismantling of nuclear sites, ENBIS-21, Online Conference, Spain, September 2021 - abstract

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• M. Wieskotten, M. Crozet, B. Iooss and C. Lacaux, Etude de l’efficacité du krigeage bayésien pour l’assainissement/démantèlement de sites nucléaires, Journées de Géostatistique, Fontainebleau, France, Septembre 2021

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• B. Iooss and J. Lonchampt, Robust tuning of Robbins-Monro algorithm for iterative uncertainty quantification - Application to wind-farm asset management, Proceedings of the 31st European Safety and Reliability Conference, B. Castanier, M. Cepin, D. Bigaud and C. Berenguer (Eds.), Research Publishing, Singapore,  2021. Conference ESREL 2021, Angers, France, September 2021 - abstract - HAL version

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• B. Iooss, Sample selection from a given dataset to validate machine learning models, 50th Meeting of the Italian Statistical Society (SIS2021), pp 88-93, Pisa, Italy, June 2021 - HAL version

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• M. Il Idrissi, B. Iooss and V. Chabridon, Mesures d'importance relative par décompositions de la performance de modèles de régression, 52èmes Journées de Statistiques de la Société Française de Statistique (SFdS), pp 497-502, Nice, France, Juin 2021 - HAL version

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• M. Wieskotten, M. Crozet, B. Iooss, C. Lacaux, N. Pérot, Prédictions géostatistiques avec des données censurées : application à la caractérisation radiologique pour le démantèlement des installations nucléaires, Actes 52èmes Journées de Statistiques de la Société Française de Statistique (SFdS), 782-787, 2020 - Actes

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• B. Iooss, Estimation itérative en propagation d'incertitudes : réglage robuste de l'algorithme de Robbins-Monro, Actes des 52èmes Journées de Statistiques de la Société Française de Statistique (SFdS), 466-471, 2020 - HAL version

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• J. Stenger, F. Gamboa, M. Keller and B. Iooss, Quantification robuste de l’incertitude d’une mesure de risque issue d’un code de calcul, Actes des 52èmes Journées de Statistiques de la Société Française de Statistique (SFdS), 731-737, 2020- Actes

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• V. Chabridon, A. Marrel and B. Iooss, Tools for global and target sensitivity analyses in the context of high-dimensional thermal-hydraulic numerical experiments, SAMO 2019, Barcelona, Spain, October 2019

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• O. Roustant, F. Gamboa and B. Iooss, Sensitivity analysis with general chaos expansion, SAMO 2019, Barcelona, Spain, October 2019

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• C. Prieur and B. Iooss, Shapley effects for sensitivity analysis with correlated inputs, SAMO 2019, Barcelona, Spain, October 2019

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• J. Stenger, F. Gamboa, M. Keller and B. Iooss, Canonical moments for optimal uncertainty quantification on a variety, 4th conference on Geometric Science of Information (GSI2019), August 2019, Toulouse, France - Springer link

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• J. Baccou et al., Development of a systematic approach for quantification of thermal hydraulic code model input uncertainty, NURETH 18, Portland, Oregon, USA, August 2019

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• J-P. Argaud, S. Cheng, B. Iooss, D. Lucor, A. Ponçot. Iterative methods for improving error covariance modeling in variational assimilation. UNCECOMP 2019, Crete, Greece June 2019

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• S. Cheng, J-P. Argaud, D. Lucor, A. Poncot and B. Iooss, Methods for improving background error covariance matrix rebuild in data assimilation, 12th International Conference on Computational and Financial Econometrics (CFE 2018), Pisa, Italy, December 2018 - abstract

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• A. Ribes, T. Terraz, Y. Fournier, B. Iooss and B. Raffin, Large Scale Computation of Quantiles using MELISSA, SC18 (The International Conference for High Performance Computing, Networking, Storage and Analysis), Dallas, USA, November 2018 - abstract

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• B. Iooss, N. Pérot and T. Delage, Statistical characterization for nuclear D&D applications with small data sets, DEM 2018, Avignon, France, October 22-24, 2018

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• B. Iooss, L. Le Gratiet, G. Damblin, S. Gyuran, L. Lefebvre, M. Segond and R. Spaggiari , Global Sensitivity Analysis and Bayesian Calibration of a Clogging Numerical Model, ENBIS 2018, Nancy, France, September 3-5 2018 - abstract

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• A. Marrel and B. Iooss, Advanced methodology for uncertainty propagation in computer experiments with large number of inputs: application to accidental scenario in a Pressurized water Reactor, ESREL 2018, Trondheim, Norway, June 17-21, 2018 - abstract

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• B. Iooss, Sensitivity analysis of model outputs: methods and issues for BEPU methodology, ANS Best Estimate Plus Uncertainty International Conference (BEPU 2018), Lucca, Italy, May 13-19, 2018

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• B. Iooss and A. Marrel, Advanced methodology for uncertainty propagation in computer experiments with large number of inputs, ANS Best Estimate Plus Uncertainty International Conference (BEPU 2018), Lucca, Italy, May 13-19, 2018

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• T. Delage, R. Sueur and B. Iooss, Robustness analysis of epistemic uncertainties propagation studies in LOCA assessment thermal-hydraulic model, ANS Best Estimate Plus Uncertainty International Conference (BEPU 2018), Lucca, Italy, May 13-19, 2018

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• J. Baccou, D. Bestion, M. Couplet, G. Damblin, P. Fillion, F. Fouet, J. Freixa, B. Iooss, R. Mendizábal, D.Y. Oh, A. Petruzzi, P. Probst, F. Reventos, T. Skorek, T. Takeda, J. Zhang, SAPIUM: A systematic approach for input uncertainty quantification,, ANS Best Estimate Plus Uncertainty International Conference (BEPU 2018), Lucca, Italy, May 13-19, 2018 - HAL version

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• T. Delage, B. Iooss, A-L. Popelin and R. Sueur, Goal-oriented sensitivity analysis using perturbed-law based indices, SIAM Conference on UQ, Garden Grove, USA, April 16-19, 2018 - Abstract

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• T. Terraz, A. Ribes, Y. Fournier, B. Iooss and B. Raffin. Large scale in transit global sensitivity analysis avoiding intermediate files, SC17 (The International Conference for High Performance Computing, Networking, Storage and Analysis), November 2017 - paper - HAL version

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• N. Bousquet and B. Iooss, High-Dimensional Copulas for Solving Unbalanced Classification Problems in Industrial Risk Mitigation, ENBIS 2017, Naples, Italy, September 2017 - Abstract

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• B. Iooss and L. Le Gratiet, Uncertainty and sensitivity analysis of functional risk curves based on Gaussian processes, ENBIS 2017, Naples, Italy, September 2017 - Abstract

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• R. Sueur, B. Iooss and T. 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), Grenoble, France, July 2017. HAL version

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• B. Iooss and A. Marrel. An efficient methodology for the analysis and metamodeling of computer experiments with large number of inputs, UNCECOMP 2017, Rhodes Island, Greece, June 2017 - paper - HAL version

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• B. Iooss et C. Prieur. Analyse de sensibilité avec entrées dépendantes : estimation par échantillonnage et par métamodèles des indices de Shapley, 49èmes Journées de la SFdS, Avignon, France, Juin 2017. paper

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• N. Benoumechiara, G. Biau, B. Michel, P. Saint-Pierre, R. Sueur, N. Bousquet et B. Iooss. Estimation conservative d'un risque en cas de dépendance incomplètement spécifiée de paramètres aléatoires, 49èmes Journées de la SFdS, Avignon, France, Juin 2017. paper

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• M. Baudin, K. Boumhaout, T. Delage, B. Iooss and J-M. Martinez. Numerical stability of Sobol' indices estimation formula, Proceedings of the SAMO 2016 Conference, Reunion Island, France, December 2016 - paper - corrected paper

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• N. Bousquet, E. Chassot, S. Da Veiga, T. Klein, B. Iooss and A. Lagnoux. Sensitivity analysis and the calibration problem of a biodynamic model for Indian Ocean tuna growth. Proceedings of the SAMO 2016 Conference, Reunion Island, France, December 2016 - paper

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• B. Iooss, T. Klein and A. Lagnoux. Sobol' sensitivity analysis for stochastic numerical codes. Proceedings of the SAMO 2016 Conference, Reunion Island, France, December 2016 - paper

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• N. Benoumechiara, G. Biau, B. Michel, P. Saint-Pierre, R. Sueur, N. Bousquet and B. Iooss. A Copula-based Approach to Sensitivity to Correlations in Structural Reliability Problems. Proceedings of the SAMO 2016 Conference, Reunion Island, France, December 2016 - paper

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• R. Sueur, N. Bousquet, B. Iooss and J. Bect. Perturbed-Law based sensitivity indices for sensitivity analysis in structural reliability. Proceedings of the SAMO 2016 Conference, Reunion Island, France, December 2016 - paper

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• M. Carmassi, K. Dorogan, B. Iooss and M. Keller. Robust parameter identification applied to the numerical simulation of welding process, ENBIS 2015, Prague, Czech Republic, September 2015

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• T. Browne, B. Iooss, L. Le Gratiet and J. Lonchampt. Stochastic simulators based optimisation by Gaussian process metamodeling – Application to maintenance investments planning issues, ENBIS 2015, Prague, Czech Republic, September 2015 - link

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• T. Browne, L. Le Gratiet, G. Blatman, S. Cordeiro, B. Goursaud, B. Iooss and L. Maurice. Building Probability of Detection Curves via Metamodels, 12th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP12, Vancouver, Canada, July 12-15, 2015. link

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• A. Ribes, J. Pouderoux, A-L. Popelin and B. Iooss. Visualizing Statistical Analysis of Curves Datasets in ParaView, 2014 IEEE Conference on Visual Analytics Science and Technology (VAST), pp 267-268, Paris, France, November 2014. paper

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• J. Bect, N. Bousquet, B. Iooss, S. Liu, A. Mabille, A-L. Popelin, T. Rivière, R. Stroh, R. Sueur, E. Vazquez. Uncertainty quantification and reduction for the monotonicity properties of expensive-to-evaluate computer models, Uncertainty in Computer Models 2014 Conference, July 2014, Sheffield, United Kingdom - poster

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• J. Bect, N. Bousquet, B. Iooss, S. Liu, A. Mabille, A-L. Popelin, T. Rivière, R. Stroh, E. Vazquez. Quantification et réduction de l'incertitude concernant les propriétés de monotonie d'un code de calcul coûteux à évaluer. 46èmes Journées de la SFdS, Rennes, France, Juin 2014. paper

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• T. Labopin-Richard, F. Gamboa A. Garivier and B. Iooss. Superquantile de Bregman, méthodes d'estimation et applications. 46èmes Journées de la SFdS, Rennes, France, Juin 2014. paper

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• L. Le Gratiet, M. Couplet, B. Iooss and L. Pronzato. Planification d'expériences séquentielle pour l'analyse de sensibilité. 46èmes Journées de la SFdS, Rennes, France, Juin 2014. paper

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• A-L. Popelin and B. 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), Paris, France, October 2013. paper - HAL version

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• V. Moutoussamy, N. Bousquet, B. Iooss, P. Rochet, T. Klein, F. Gamboa. Comparing conservative estimations of failure probabilities using sequential designs of experiments in monotone frameworks. Proceedings of ICOSSAR, New York, USA, July 2013. paper

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• O. Roustant, B. Iooss, J. Fruth and S. Kuhnt. Derivative-based global sensitivity measures for interactions. Proceedings of MASCOT-SAMO 2013 Conference, Nice, France, July 2013. link

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• S. Kucherenko, B. Delpuech, B. Iooss and S. Tarantola. Application of the control variate technique to the estimation of total sensitivity indices. Proceedings of MASCOT-SAMO 2013 Conference, Nice, France, July 2013. link

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• L. Le Gratiet, C. Cannamela and B. Iooss. Multi-fidelity sensitivity analysis. Proceedings of MASCOT-SAMO 2013 Conference, Nice, France, July 2013. link

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• P. Lemaître, A. Arnaud and B. Iooss. Sensitivity analysis methods for a failure probability. Actes du Congrès lambda-mu 18, Tours, France, October 2012. link

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• E. Ardillon, A. Arnaud, N. Bousquet, M. Couplet, A. Dutfoy, B. Iooss, M. Keller, A. Pasanisi, E. Remy et V. Verrier. identification des problématiques de recherche pour la durée de vie des composants et les incertitudes. Actes du Congrès lambda-mu 18, Tours, France, October 2012. link

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• A-L. Popelin, L. Guenad and B. Iooss. Sensitivity Analysis of a Welding Thermomechanical Simulation Model, ENBIS-12, september 2012. paper

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• B. Iooss, A-L. Popelin, G. Blatman, C. Ciric, F. Gamboa, S. Lacaze and M. Lamboni. Some new insights in derivative-based global sensitivity measures. ESREL 2012 Conference, ESRA, Helsinki, Finland, June 2012. paper

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• A. Dutfoy, B. Iooss and R. Lebrun. Probabilistic modelling of variables with inequality constraints. ESREL 2012 Conference, ESRA, Helsinki, Finland, June 2012

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• G. Blatman and B. Iooss. Confidence bounds on risk assessments - Application to radiological contamination, ESREL 2012 Conference, ESRA, Helsinki, Finland, June 2012

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• B. Auder, B. Iooss and M. Marquès, Computer experiments with functional outputs: Global sensitivity analysis and metamodeling, Sixth International Conference on Sensitivity Analysis of Model Output (SAMO), Milan, Italy, July 2010 paper

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• X. Ingremeau, B. Iooss, D. Haubensack, P. Dumaz, D. Plancq, G. Rimpault, S. David, P. Richard and M. Zabiego, FARM : A new tool for optimizing the neutronic and safety performance of Gas Cooled Fast Reactor cores, ENC 2010, Barcelona, Spain, June 2010. link

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• B. Iooss. Numerical study of the metamodel validation process, SIMUL 2009 Conference, Porto, Portugal, September 2009. paper

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• B. Iooss, F. Gaudier, M. Marquès, B. Spindler and B. Tourniaire. Uncertainty assessments in severe nuclear accident scenarios, SIMUL 2009 Conference, Porto, Portugal, September 2009. paper

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• B. Auder and B. Iooss. Clustering "optimal" dans des espaces fonctionnels. 41èmes Journées de Statistique, SFdS, Bordeaux, France, May 2009. paper

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• B. Iooss, L. Boussouf, A. Marrel and V. Feuillard. Numerical study of algorithms for metamodel construction and validation. ESREL 2008 Conference, ESRA, Valencia, Spain, September 2008. paper

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• B. Auder and B. Iooss. Global sensitivity analysis based on entropy. ESREL 2008 Conference, ESRA, Valencia, Spain, September 2008. paper

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• N. Jeannée, Y. Desnoyers, F. Lamadie and B. Iooss. Geostatistical sampling optimization of contaminated premises. DEM 2008 - Decommissionning Challenges: an industrial reality?, 28 Sep - 2 Oct 2008, Avignon, France, Société Francaise d'Energie Nucleaire (SFEN), Report INIS-FR--09-1169, p. 1641-1660. paper

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• N. Pérot and B. Iooss. Quelques problématiques d'échantillonnage statistique pour le démantèlement d'installations nucléaires. Actes du 16ème Congrès de Maîtrise des Risques et de Sûreté de Fonctionnement. Avignon, France, October 2008

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• M. Petelet, O. Asserin, B. Iooss and A. Loredo. Quantification des effets de propriétés matériau sur le résultat du calcul en simulation numérique du soudage. 18ème Congrès Français de Mécanique, Grenoble, France, August 2007. paper

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• A. Marrel, B. Iooss and O. Roustant. Analytical calculations of Sobol indices for the Gaussian process metamodel. 5th International Conference on Sensitivity Analysis of Model Output, Budapest, Hungary, June 2007. paper

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• B. Iooss and M. Ribatet. Global sensitivity analysis of computer models with functional inputs. 5th International Conference on Sensitivity Analysis of Model Output, Budapest, Hungary, June 2007. paper

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• B. Iooss and M. Ribatet. Analyse de sensibilité globale de modèles numériques à paramètres incontrôlables. Les 38èmes Journées de Statistique, Clamart, France, May 2006

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• B. Iooss, N. Devictor and F. Van Dorpe. Response surfaces and sensitivity analyses for an environmental model of dose calculations. 4th International Conference on Sensitivity Analysis of Model Output, Santa Fe, New Mexico, USA, March 2004. paper

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• B. Iooss. Misfit statistics and data decimation in traveltime tomography, KIM Annual Report, Institut Français du Pétrole, Rueil-Malmaison, France, 2001

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• B. Iooss and A. Galli. Statistical tomography for seismic reflection data. Geostats' 2000, Cape Town, South Africa, 2000.

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• B. Iooss, A. Galli and M. Touati. Velocity correlation function estimation from seismic reflection traveltimes. SEG, New Orleans, USA, September 1998.

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• B. Iooss. Caractérisation probabiliste de réflecteurs en sismique réflexion. Les Journées de Géostatistique, Fontainebleau, France, June 1998.

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• B. Iooss and Y. Samuelides. Inversion of velocity statistical parameters from traveltimes. ASA, Seattle, USA, May 1998.