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Amandine Marrel

19

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bertrand-iooss

	A comparison between Bayesian and ordinary kriging based on validation criteria: application to radiological characterisation Martin Wieskotten , Marielle Crozet , Bertrand Iooss , Céline Lacaux , Amandine Marrel Mathematical Geosciences, 2023, pp.10.1007/s11004-023-10072-y. ⟨10.1007/s11004-023-10072-y⟩ Article dans une revue hal-03806713v3
	Model selection based on validation criteria for Gaussian process regression: An application with highlights on the predictive variance Charles Demay , Bertrand Iooss , Loïc Le Gratiet , Amandine Marrel Quality and Reliability Engineering International, 2022, 38 (3), pp.1482-1500. ⟨10.1002/qre.2973⟩ Article dans une revue hal-03207216v1
	The ICSCREAM methodology: Identification of penalizing configurations in computer experiments using screening and metamodel -- Applications in thermal-hydraulics A. Marrel , Bertrand Iooss , V Chabridon Nuclear Science and Engineering, 2022, 196, pp.301-321. ⟨10.1080/00295639.2021.1980362⟩ Article dans une revue hal-02535146v4
	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 Applied Sciences, 2021, 11 (23), pp.11475. ⟨10.3390/app112311475⟩ Article dans une revue hal-02965504v2
	Advanced methodology for uncertainty propagation in computer experiments with large number of inputs Bertrand Iooss , Amandine Marrel Nuclear Technology, 2019, 205, pp.1588-1606 Article dans une revue hal-01907198v2
	Global sensitivity analysis of stochastic computer models with joint metamodels Amandine Marrel , Bertrand Iooss , Sébastien da Veiga , Mathieu Ribatet Statistics and Computing, 2012, 22, pp.833-847. ⟨10.1007/s11222-011-9274-8⟩ Article dans une revue hal-00525489v2
	Global sensitivity analysis for models with spatially dependent outputs Amandine Marrel , Bertrand Iooss , Michel Jullien , Béatrice Laurent , Elena Volkova Environmetrics, 2011, 22, pp.383-397 Article dans une revue hal-00430171v4
	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 Article dans une revue hal-00444666v2
	Global sensitivity analysis of stochastic computer models with generalized additive models Amandine Marrel , Bertrand Iooss , Sébastien da Veiga , Mathieu Ribatet Statistics and Computing, 2009, 22 (3), pp.833-847. ⟨10.1007/s11222-011-9274-8⟩ Article dans une revue cea-02355755v1
	Calculations of Sobol indices for the Gaussian process metamodel Amandine Marrel , Bertrand Iooss , Béatrice Laurent , Olivier Roustant Reliability Engineering and System Safety, 2009, 94, pp.742-751. ⟨10.1016/j.ress.2008.07.008⟩ Article dans une revue hal-00239494v1
	An efficient methodology for modeling complex computer codes with Gaussian processes Amandine Marrel , Bertrand Iooss , Francois van Dorpe , Elena Volkova Computational Statistics and Data Analysis, 2008, 52, pp.4731-4744. ⟨10.1016/j.csda.2008.03.026⟩ Article dans une revue hal-00239492v2

	Hidden But Essential Recipes for Successful Gaussian Process Metamodeling to Support Uncertainty Quantification in Numerical Simulation Amandine Marrel , Bertrand Iooss SIAM Conference on Uncertainty Quantification (UQ24), Feb 2024, Trieste, Italy Communication dans un congrès cea-04506392v1
	Gaussian process regression: new hyperparameter estimation algorithm for more reliable prediction Bertrand Iooss , Amandine Marrel SIAM Conference on Uncertainty Quantification (UQ24), Feb 2024, Trieste, Italy Communication dans un congrès cea-04506405v1
	New estimation algorithm for more reliable prediction in Gaussian process regression: application to an aquatic ecosystem model Amandine Marrel , Bertrand Iooss Enbis 23 - The 23th annual conference of the European Network for Business and Industrial Statistics, ENBIS, Sep 2023, Valence, Spain Communication dans un congrès cea-04216148v1
	The ICSCREAM methodology: identification of penalizing configurations in computer experiments using screening and metamodel applications in thermal-hydraulics Amandine Marrel , Bertrand Iooss , Vincent Chabridon UQ22 - SIAM Conference on Uncertainty Quantification, SIAM, Apr 2022, Atlanta, United States Communication dans un congrès cea-03700747v1
	Advanced methodology for uncertainty propagation in computer experiments with large number of inputs application to accidental scenario in a Pressurized water Reactor A. Marrel , Bertrand Iooss European Safety and Reliability Conference (ESREL - 2018), Jun 2018, Trondheim, Norway Communication dans un congrès hal-02415316v1
	Advanced methodology for uncertainty propagation in computer experiments with large number of inputs B. Iooss , A. Marrel ANS Best Estimate Plus Uncertainty International Conference (BEPU 2018), May 2018, Lucca, Italy Communication dans un congrès cea-02339307v1
	An efficient methodology for the analysis and modeling of computer experiments with large number of inputs Bertrand Iooss , Amandine Marrel 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⟩ Communication dans un congrès hal-01511505v1

	Global sensitivity analysis of stochastic computer models with joint metamodels Bertrand Iooss , Mathieu Ribatet , Amandine Marrel 2009 Autre publication scientifique hal-00232805v3