Amandine Marrel
Publications
Publications
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Data-driven dimensional analysis applied to single-phase natural circulation26e Congrès Français de Mécanique, Laboratoire d'Etude des Microstructures et de Mécanique des Matériaux (LEM3 - UMR CNRS 7239), Aug 2025, Metz, France |
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Hidden But Essential Recipes for Successful Gaussian Process Metamodeling to Support Uncertainty Quantification in Numerical SimulationSIAM Conference on Uncertainty Quantification (UQ24), Feb 2024, Trieste, Italy |
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Gaussian process regression: new hyperparameter estimation algorithm for more reliable predictionSIAM Conference on Uncertainty Quantification (UQ24), Feb 2024, Trieste, Italy |
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New estimation algorithm for more reliable prediction in Gaussian process regression: application to an aquatic ecosystem modelEnbis 23 - The 23th annual conference of the European Network for Business and Industrial Statistics, ENBIS, Sep 2023, Valence, Spain |
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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 |
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The ICSCREAM methodology: identification of penalizing configurations in computer experiments using screening and metamodel applications in thermal-hydraulicsUQ22 - SIAM Conference on Uncertainty Quantification, SIAM, Apr 2022, Atlanta, United States |
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Bayesian kriging : a comparison with validation criteria to ordinary kriging for radiological characterisationgeoENV2022 - The 14th International Conference on Geostatistics for Environmental Applications, University of Parma; geoENVia, Jun 2022, Parme, Italy. pp.56-62 |
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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 |
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Optimization of a sodium-cooled fast reactor operation with a gas power conversion system during a loss of off-site powerICAPP 2019 – International Congress on Advances in Nuclear Power Plants, May 2019, Juan-Les-Pins, France |
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Aggregated tests of independence based on HSIC measuresEMS 2019 - European Meeting of Statisticians, Bernoulli Society, Jul 2019, Palerme, Italy |
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Advanced methodology for uncertainty propagation in computer experiments with large number of inputsANS Best Estimate Plus Uncertainty International Conference (BEPU 2018), May 2018, Lucca, Italy |
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Propagation of epistemic uncertainties using dempster-shafer theory in bepu evaluationANS Best Estimate Plus Uncertainty International Conference (BEPU 2018), May 2018, Lucca, Italy |
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méthodologie basée sur les mesures de dépendance HSIC pour l'analyse de sensibilité de second niveau50èmes Journées de Statistique (JdS2018), May 2018, Palaiseau, France |
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Multi-objective optimization of the thermal-hydraulic behavior for a sodium fast reactor with a gas power conversion systemICNTHS 2018, Oct 2018, Paris, France |
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An efficient methodology for the analysis and modeling of computer experiments with large number of inputsUNCECOMP 2017 2nd ECCOMAS Thematic Conference onUncertainty Quantification in Computational Sciences and Engineering, Jun 2017, Rhodes Island, Greece. pp.187-197, ⟨10.7712/120217.5362.16891⟩ |
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Estimation des mesures de sensibilité globale basées sur les dérivées via un méta-modèle par processus gaussien47emes Journées de Statistique de la SFdS, Jun 2015, Lille, France |
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Target and conditional sensitivity analysis with emphasis on dependence measuresAutre publication scientifique cea-02339856v1 |
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Global sensitivity analysis of stochastic computer models with joint metamodels2009 |
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Activity report ciroquo research & industry consortiumEcole Centrale de Lyon; Mines Saint-Etienne; Université Toulouse 3 (Paul Sabatier); Stellantis France; BRGM (Bureau de recherches géologiques et minières); CEA; IFP Energies Nouvelles; Institut de Radioprotection et de Sûreté Nucléaire; Storengy; INRIA; CNRS. 2024, pp.1-11 |
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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 |
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Target and conditional sensitivity analysis with emphasis on dependence measures[Research Report] CEA, DEN, DER. 2018 |