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38 résultats
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triés par
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A sampling criterion for constrained Bayesian optimization with uncertaintiesSMAI Journal of Computational Mathematics, 2023, 9, pp.285-309. ⟨10.5802/smai-jcm.102⟩
Article dans une revue
emse-03167452v2
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Constrained nonlinear optimization for extreme scenarii evaluation in reservoir characterization.ECMOR European conference on mathematics of oil recovery, Sep 2010, Oxford, United Kingdom
Communication dans un congrès
hal-02284357v1
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Local Polynomial Estimation for Sensitivity Analysis on Models With Correlated Inputs2008
Pré-publication, Document de travail
hal-00266102v1
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Global sensitivity analysis for optimization with variable selection12th International Conference on Learning and Intelligent Optimization, Jun 2018, Kalamata, Greece. pp 417-443, ⟨10.1137/18M1167978⟩
Communication dans un congrès
emse-01957502v1
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An Adapted Derivative-Free Optimization Method for an Optimal Design Application with Mixed Binary and Continuous VariablesAdvanced Computational Methods for Knowledge Engineering, Advances in Intelligent Systems and Computing (1121), Springer, pp.88-98, 2020, Advanced Computational Methods for Knowledge Engineering. ICCSAMA 2019., 978-3-030-38363-3. ⟨10.1007/978-3-030-38364-0_8⟩
Chapitre d'ouvrage
hal-02494138v1
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Efficient estimation of conditional covariance matrices for dimension reductionCommunications in Statistics - Theory and Methods, 2017, 46 (9), pp.4403 - 4424. ⟨10.1080/03610926.2015.1083109⟩
Article dans une revue
hal-01564965v1
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A workflow for decision making under uncertainty.Computational Geosciences, 2014, 18 (3-4), pp.519-533. ⟨10.1007/s10596-014-9420-4⟩
Article dans une revue
hal-01070783v1
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Integrating Data of Different Types and Different Supports into Reservoir ModelsOil & Gas Science and Technology - Revue d'IFP Energies nouvelles, 2012, 67 (5), pp.823-839. ⟨10.2516/ogst/2012024⟩
Article dans une revue
hal-00815668v1
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Calibration of material model using mixed-effects models4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2021), Jun 2021, Athens, Greece
Communication dans un congrès
emse-03313289v1
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Regularized Robust Optimization with Application to Robust Learning2022
Pré-publication, Document de travail
hal-03689825v4
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Reducing dimension in Bayesian OptimizationLIMOS internal seminar, Jul 2020, Clerrmont-Ferrand, France
Communication dans un congrès
hal-02913882v2
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Simultaneous Inversion of Production Data and Seismic Attributes: Application to a Synthetic SAGD Produced Field Case.Oil & Gas Science and Technology - Revue d'IFP Energies nouvelles, 2012, 67 (2), pp.289-301. ⟨10.2516/ogst/2012004⟩
Article dans une revue
hal-00735186v1
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Test d'indépendance basé sur les indices HSIC-ANOVA d'ordre total53èmes Journées de Statistique de la SFdS, Société Française de Statistique (SFdS); Université Claude Bernard Lyon 1, Jun 2022, Lyon, France
Communication dans un congrès
cea-03701170v1
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New estimation of Sobol' indices using kernels2023
Pré-publication, Document de travail
hal-04052837v1
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Efficient estimation of conditional covariance matrices for dimension reduction2011
Pré-publication, Document de travail
hal-00632576v1
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Global Sensitivity Analysis with Dependence Measures2013
Pré-publication, Document de travail
hal-00903283v1
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Global sensitivity analysis with dependence measuresJournal of Statistical Computation and Simulation, 2015, 85 (7), pp.1283-1305. ⟨10.1080/00949655.2014.945932⟩
Article dans une revue
hal-01128666v1
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Gaussian process regression with linear inequality constraintsReliability Engineering and System Safety, 2020, 195
Article dans une revue
hal-01515468v1
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What is hidden behind the Sobolev kernels involved in the HSIC-ANOVA decomposition?2022 SAMO Conference - 10th International Conference on Sensitivity Analysis of Model Output, Florida State University, Mar 2022, Tallahassee, United States
Communication dans un congrès
cea-03701074v1
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Efficient Estimation of Sensitivity Indices2012
Pré-publication, Document de travail
hal-00266110v2
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Advanced Integrated Workflows for Incorporating Both Production and 4D Seismic-Related Data into Reservoir Models.Oil & Gas Science and Technology - Revue d'IFP Energies nouvelles, 2012, 67 (2), pp.207-220. ⟨10.2516/ogst/2011159⟩
Article dans une revue
hal-00735039v1
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Global sensitivity analysis for optimization with variable selectionPGMO Days 2017, Nov 2017, Saclay, France
Communication dans un congrès
emse-01639564v1
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Gaussian process regression with Sliced Wasserstein Weisfeiler-Lehman graph kernels2024
Pré-publication, Document de travail
hal-04440186v2
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Global sensitivity analysis of stochastic computer models with generalized additive modelsStatistics and Computing, 2009, 22 (3), pp.833-847. ⟨10.1007/s11222-011-9274-8⟩
Article dans une revue
cea-02355755v1
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Sequential model aggregation for production forecastingComputational Geosciences, 2019, 23 (5), pp.1107-1124. ⟨10.1007/s10596-019-09872-1⟩
Article dans une revue
hal-01939813v2
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Global sensitivity analysis for optimization with variable selectionSIAM/ASA Journal on Uncertainty Quantification, 2019, 7 (2), pp.417-443. ⟨10.1137/18M1167978⟩
Article dans une revue
emse-01957544v1
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A derivative free optimization method for reservoir characterization inverse problemEAGE - Conference & Exhibition incorporating SPE EUROPEC, Jun 2010, Barcelone, Spain
Communication dans un congrès
hal-02284341v1
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Chair in applied mathematics OQUAIDO Activity report[Research Report] Mines Saint-Etienne; Ecole Centrale Lyon; BRGM (Bureau de recherches géologiques et minières); CEA; IFP Energies Nouvelles; Institut de Radioprotection et de Sûreté Nucléaire; Safran Tech; Storengy; CNRS; Université Grenoble - Alpes; Université Nice - Sophia Antipolis; Université Toulouse 3 (Paul Sabatier). 2021
Rapport
hal-03217277v2
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Interpretable Random Forests via Rule ExtractionProceedings of The 24th International Conference on Artificial Intelligence and Statistics, 130, pp.937-945, 2021
Proceedings/Recueil des communications
hal-02557113v4
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New insights into the feature maps of Sobolev kernels: application in global sensitivity analysis2023
Pré-publication, Document de travail
cea-04320711v1
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