Amandine MARREL

Jean-Baptiste Droin, Nathalie Marie, Frédéric Bertrand, Amandine Marrel, Andrea Bachrata. Design-oriented tool for Unprotected Loss Of Flow simulations in a Sodium Fast Reactor: Validation and application to stability analyses. Nuclear Engineering and Design, Elsevier, 2020, pp.110550. ⟨10.1016/j.nucengdes.2020.110550⟩. ⟨cea-02535224⟩

Sébastien da Veiga, Amandine Marrel. Gaussian process regression with linear inequality constraints. Reliability Engineering and System Safety, Elsevier, 2020, 195. ⟨hal-01515468⟩

Thibaut Rahm, Jean-Baptiste Droin, Nathalie Marie, Frédéric Bertrand, Amandine Marrel. Analysis of the Total Instantaneous Blockage accident consequences in the innovative inherently-safe CADOR SFR core. Nuclear Engineering and Design, Elsevier, 2019, 348, pp.78-89. ⟨10.1016/j.nucengdes.2019.04.019⟩. ⟨cea-02510329⟩

N. Marie, A. Marrel, K. Herbreteau, Jm. Seiler, F. Bertrand. Advanced validation methodology for SFR simulation tools. Nuclear Engineering and Design, Elsevier, 2019. ⟨cea-02340025⟩

Bertrand Iooss, Amandine 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-01907198v2⟩

A. Grange, A. Marrel, J.B. Droin, F. Bertrand, O. Boutin, et al.. Loss of off-site power transient analysis for a sodium-cooled fast reactor equipped with a gas power conversion system and preliminary optimisation of its operation. Nuclear Engineering and Design, Elsevier, 2019, 355, pp.110315. ⟨10.1016/j.nucengdes.2019.110315⟩. ⟨hal-02467897⟩

A. Grange, A. Marrel, J.B. Droin, F. Bertrand, O. Boutin, et al.. Loss of off-site power transient analysis for a sodium-cooled fast reactor equipped with a gas power conversion system and preliminary optimisation of its operation. Nuclear Engineering and Design, Elsevier, 2018, 355, pp.110315. ⟨10.1016/j.nucengdes.2019.110315⟩. ⟨cea-02339878⟩

Simon Nanty, Céline Helbert, Amandine Marrel, Nadia Pérot, Clémentine Prieur. Uncertainty quantification for functional dependent random variables. Computational Statistics, Springer Verlag, 2017, 32 (2), pp.559-583. ⟨10.1007/s00180-016-0676-0⟩. ⟨hal-01075840v2⟩

Matthias de Lozzo, Amandine Marrel. Sensitivity analysis with dependence and variance-based measures for spatio-temporal numerical simulators. Stochastic Environmental Research and Risk Assessment, Springer Verlag (Germany), 2017, 31, pp.1437-1453. ⟨hal-01253686⟩

N. Marie, A. Bachrata, J.M. Seiler, F. Barjot, A. Marrel, et al.. A physical tool for severe accident mitigation studies. Nuclear Engineering and Design, Elsevier, 2016, 309, pp.224-235. ⟨10.1016/j.nucengdes.2016.08.042⟩. ⟨cea-02389458⟩

Simon Nanty, Céline Helbert, Amandine Marrel, Nadia Pérot, Clémentine Prieur. Sampling, metamodelling and sensitivity analysis of numerical simulators with functional stochastic inputs. SIAM/ASA Journal on Uncertainty Quantification, ASA, American Statistical Association, 2016, 4 (1), pp.636-659. ⟨10.1137/15M1033319⟩. ⟨hal-01187162⟩

Matthias de Lozzo, Amandine Marrel. Estimation of the derivative-based global sensitivity measures using a Gaussian process metamodel. SIAM/ASA Journal on Uncertainty Quantification, ASA, American Statistical Association, 2016, 4, pp.708-738. ⟨hal-01164215v2⟩

Matthias de Lozzo, Amandine Marrel. New improvements in the use of dependence measures for sensitivity analysis and screening. Journal of Statistical Computation and Simulation, Taylor & Francis, 2016, 86 (15), pp.3038-3058. ⟨hal-01090475v2⟩

Amandine Marrel, Bertrand Iooss, Sébastien da Veiga, Mathieu Ribatet. Global sensitivity analysis of stochastic computer models with joint metamodels. Statistics and Computing, Springer Verlag (Germany), 2012, 22, pp.833-847. ⟨10.1007/s11222-011-9274-8⟩. ⟨hal-00525489v2⟩

Mathieu Feraille, Amandine Marrel. Prediction under Uncertainty on a Mature Field. Oil & Gas Science and Technology - Revue d'IFP Energies nouvelles, Institut Français du Pétrole, 2012, 67 (2), pp.193-206. ⟨10.2516/ogst/2011172⟩. ⟨hal-00735123⟩

Amandine Marrel, Bertrand Iooss, Michel Jullien, Beatrice Laurent, Elena Volkova. Global sensitivity analysis for models with spatially dependent outputs. Environmetrics, Wiley, 2011, 22, pp.383-397. ⟨hal-00430171v4⟩

Bertrand Iooss, Loïc Boussouf, Vincent Feuillard, Amandine Marrel. Numerical studies of the metamodel fitting and validation processes. International Journal On Advances in Systems and Measurements, IARIA, 2010, 3, pp.11-21. ⟨hal-00444666v2⟩

Amandine Marrel, Bertrand Iooss, Sébastien da Veiga, Mathieu Ribatet. Global sensitivity analysis of stochastic computer models with generalized additive models. Statistics and Computing, Springer Verlag (Germany), 2009, 22 (3), pp.833-847. ⟨10.1007/s11222-011-9274-8⟩. ⟨cea-02355755⟩

Amandine Marrel, Bertrand Iooss, Beatrice Laurent, Olivier Roustant. Calculations of Sobol indices for the Gaussian process metamodel. Reliability Engineering and System Safety, Elsevier, 2009, 94, pp.742-751. ⟨10.1016/j.ress.2008.07.008⟩. ⟨hal-00239494⟩

Amandine Marrel, Bertrand Iooss, Francois van Dorpe, Elena Volkova. An efficient methodology for modeling complex computer codes with Gaussian processes. Computational Statistics and Data Analysis, Elsevier, 2008, 52, pp.4731-4744. ⟨10.1016/j.csda.2008.03.026⟩. ⟨hal-00239492v2⟩

Anouar Meynaoui, Mélisande Albert, Beatrice Laurent, Amandine Marrel. Aggregated tests of independence based on HSIC measures. EMS 2019 - European Meeting of Statisticians, Bernoulli Society, Jul 2019, Palerme, Italy. ⟨cea-02617133⟩

A. Grange, F. Bertrand, O. Boutin, Jb. Droin, Jh. Ferrasse, et al.. Optimization of a sodium-cooled fast reactor operation with a gas power conversion system during a loss of off-site power. INTERNATIONAL CONGRESS ON-ADVANCES IN NUCLEAR POWER PLANTS (ICAPP), May 2019, Juan-Les-Pins, France. ⟨hal-02411095⟩

M. Marques, H. Ynuhui, A. Marrel. Propagation of epistemic uncertainties using dempster-shafer theory in bepu evaluation. ANS Best Estimate Plus Uncertainty International Conference (BEPU 2018), May 2018, Lucca, Italy. ⟨hal-02415473⟩

A. Marrel, Bertrand Iooss. Advanced methodology for uncertainty propagation in computer experiments with large number of inputs application to accidental scenario in a Pressurized water Reactor. European Safety and Reliability Conference (ESREL - 2018), Jun 2018, Trondheim, Norway. ⟨hal-02415316⟩

Avent Grange, Frédéric Bertrand, Jean-Baptiste Droin, Amandine Marrel, Olivier Boutin, et al.. Multi-objective optimization of the thermal-hydraulic behavior for a sodium fast reactor with a gas power conversion system. ICNTHS 2018, Oct 2018, Paris, France. ⟨hal-02116842⟩

A. Meynaoui, A. Marrel, B. Laurent-Bonneau. méthodologie basée sur les mesures de dépendance HSIC pour l'analyse de sensibilité de second niveau. 50èmes Journées de Statistique (JdS2018), May 2018, Palaiseau, France. ⟨cea-02339273⟩

B. Iooss, A. Marrel. Advanced methodology for uncertainty propagation in computer experiments with large number of inputs. ANS Best Estimate Plus Uncertainty International Conference (BEPU 2018), May 2018, Lucca, Italy. ⟨cea-02339307⟩

Bertrand Iooss, Amandine Marrel. An efficient methodology for the analysis and modeling of computer experiments with large number of inputs. UNCECOMP 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⟩. ⟨hal-01511505⟩

M. de Lozzo, A. Marrel. Estimation des mesures de sensibilité globale basées sur les dérivées via un méta-modèle par processus gaussien. 47emes Journées de Statistique de la SFdS, Jun 2015, Lille, France. ⟨cea-02489510⟩

H. Raguet, A. Marrel. Target and Conditional Sensitivity Analysis with Emphasis on Dependence Measures. 2018. ⟨cea-02339856⟩

Bertrand Iooss, Mathieu Ribatet, Amandine Marrel. Global Sensitivity Analysis of Stochastic Computer Models with joint metamodels. 2009. ⟨hal-00232805v3⟩

Mélisande Albert, Béatrice Laurent, Amandine Marrel, Anouar Meynaoui. Adaptive test of independence based on HSIC measures. 2021. ⟨hal-02020084v4⟩

A. Marrel, Bertrand Iooss, V Chabridon. Statistical identification of penalizing configurations in high-dimensional thermalhydraulic numerical experiments: The ICSCREAM methodology. 2020. ⟨hal-02535146v3⟩

Vincent Chabridon, A. Marrel, B. Iooss. Tools for global and target sensitivity analyses in the context of high-dimensional thermal-hydraulic numerical experiments. 2020. ⟨hal-02877385⟩

Amandine Marrel, Vincent Chabridon. Statistical developments for target and conditional sensitivity analysis: application on safety studies for nuclear reactor. 2020. ⟨hal-02541142v2⟩

Alvaro Rollon de Pinedo, Mathieu Couplet, Nathalie Marie, Amandine Marrel, Elsa Merle, et al.. Time-dependent Outlier Detection by means of h-mode depth and dynamic time warping. 2020. ⟨hal-02965504⟩

Anouar Meynaoui, Amandine Marrel, Béatrice Laurent. New statistical methodology for second level global sensitivity analysis. 2019. ⟨hal-02019412⟩

Hugo Raguet, Amandine Marrel. Target and Conditional Sensitivity Analysis with Emphasis on Dependence Measures. [Research Report] CEA, DEN, DER. 2018. ⟨hal-01694129v2⟩