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The ICSCREAM methodology: Identification of penalizing configurations in computer experiments using screening and metamodel -- Applications in thermal-hydraulics
A. Marrel
,
Bertrand Iooss
,
V Chabridon
Journal articles
hal-02535146v4
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Functional outlier detection by means of h-mode depth and dynamic time warping
Alvaro Rollon de Pinedo
,
Mathieu Couplet
,
Bertrand Iooss
,
Nathalie Marie
,
Amandine Marrel
et al.
Journal articles
hal-02965504v2
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Statistical developments for target and conditional sensitivity analysis: application on safety studies for nuclear reactor
Amandine Marrel
,
Vincent Chabridon
Reliability Engineering and System Safety, 2021, 214, pp.107711
Journal articles
hal-02541142v2
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Model selection for Gaussian Process regression: an application with highlights on the model variance validation
Charles Demay
,
Bertrand Iooss
,
Loïc Le Gratiet
,
Amandine Marrel
Quality and Reliability Engineering International, 2021
Journal articles
hal-03207216v1
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Gaussian process regression with linear inequality constraints
Sébastien da Veiga
,
Amandine Marrel
Reliability Engineering and System Safety, 2020, 195
Journal articles
hal-01515468v1
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Analysis of the Total Instantaneous Blockage accident consequences in the innovative inherently-safe CADOR SFR core
Thibaut Rahm
,
Jean-Baptiste Droin
,
Nathalie Marie
,
Frédéric Bertrand
,
Amandine Marrel
et al.
Journal articles
cea-02510329v1
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Advanced methodology for uncertainty propagation in computer experiments with large number of inputs
Bertrand Iooss
,
Amandine Marrel
Nuclear Technology, 2019, 205, pp.1588-1606
Journal articles
hal-01907198v2
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Advanced validation methodology for SFR simulation tools
N. Marie
,
A. Marrel
,
K. Herbreteau
,
Jm. Seiler
,
F. Bertrand
et al.
Nuclear Engineering and Design, 2019
Journal articles
cea-02340025v1
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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
A. Grange
,
A. Marrel
,
J.B. B. Droin
,
F. Bertrand
,
Olivier Boutin
et al.
Journal articles
cea-02339878v1
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Sensitivity analysis with dependence and variance-based measures for spatio-temporal numerical simulators
Matthias de Lozzo
,
Amandine Marrel
Stochastic Environmental Research and Risk Assessment, 2017, 31, pp.1437-1453
Journal articles
hal-01253686v1
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Uncertainty quantification for functional dependent random variables
Simon Nanty
,
Céline Helbert
,
Amandine Marrel
,
Nadia Pérot
,
Clémentine Prieur
et al.
Journal articles
hal-01075840v2
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Sampling, metamodelling and sensitivity analysis of numerical simulators with functional stochastic inputs
Simon Nanty
,
Céline Helbert
,
Amandine Marrel
,
Nadia Pérot
,
Clémentine Prieur
et al.
Journal articles
hal-01187162v1
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New improvements in the use of dependence measures for sensitivity analysis and screening
Matthias de Lozzo
,
Amandine Marrel
Journal of Statistical Computation and Simulation, 2016, 86 (15), pp.3038-3058
Journal articles
hal-01090475v2
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A physical tool for severe accident mitigation studies
N. Marie
,
A. Bachrata
,
J.M. Seiler
,
F. Barjot
,
A. Marrel
et al.
Journal articles
hal-03749439v1
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Physico-statistical approach to assess the core damage variability due to a total instantaneous blockage of SFR fuel sub-assembly
Nathalie Marie
,
A. Marrel
,
J.M. Seiler
,
Frédéric Bertrand
Journal articles
hal-03756976v1
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Estimation of the derivative-based global sensitivity measures using a Gaussian process metamodel
Matthias de Lozzo
,
Amandine Marrel
SIAM/ASA Journal on Uncertainty Quantification, 2016, 4, pp.708-738
Journal articles
hal-01164215v2
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A physical tool for severe accident mitigation studies
N. Marie
,
A. Bachrata
,
J.M. Seiler
,
F. Barjot
,
A. Marrel
et al.
Journal articles
cea-02389458v1
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Development of a surrogate model and sensitivity analysis for spatio-temporal numerical simulators
Amandine Marrel
,
Nadia Perot
,
Clémentine Mottet
Journal articles
cea-03190144v1
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Global sensitivity analysis of stochastic computer models with joint metamodels
Amandine Marrel
,
Bertrand Iooss
,
Sébastien da Veiga
,
Mathieu Ribatet
Journal articles
hal-00525489v2
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Prediction under Uncertainty on a Mature Field
Mathieu Feraille
,
Amandine Marrel
Oil & Gas Science and Technology - Revue d'IFP Energies nouvelles, 2012, 67 (2), pp.193-206. ⟨10.2516/ogst/2011172⟩
Journal articles
hal-00735123v1
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Global sensitivity analysis for models with spatially dependent outputs
Amandine Marrel
,
Bertrand Iooss
,
Michel Jullien
,
Béatrice Laurent
,
Elena Volkova
et al.
Environmetrics, 2011, 22, pp.383-397
Journal articles
hal-00430171v4
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Numerical studies of the metamodel fitting and validation processes
Bertrand Iooss
,
Loïc Boussouf
,
Vincent Feuillard
,
Amandine Marrel
International Journal On Advances in Systems and Measurements, 2010, 3, pp.11-21
Journal articles
hal-00444666v2
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Calculations of Sobol indices for the Gaussian process metamodel
Amandine Marrel
,
Bertrand Iooss
,
Béatrice Laurent
,
Olivier Roustant
Journal articles
hal-00239494v1
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Global sensitivity analysis of stochastic computer models with generalized additive models
Amandine Marrel
,
Bertrand Iooss
,
Sébastien da Veiga
,
Mathieu Ribatet
Journal articles
cea-02355755v1
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An efficient methodology for modeling complex computer codes with Gaussian processes
Amandine Marrel
,
Bertrand Iooss
,
Francois van Dorpe
,
Elena Volkova
Journal articles
hal-00239492v2
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