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Amandine Marrel

8
Documents

Publications

51771
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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
Nuclear Science and Engineering, 2022, 196, pp.301-321. ⟨10.1080/00295639.2021.1980362⟩
Article dans une revue hal-02535146v4
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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
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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
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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
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Test d'indépendance basé sur les indices HSIC-ANOVA d'ordre total

 Gabriel Sarazin , Amandine Marrel , Sébastien da Veiga , Vincent Chabridon
53èmes 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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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
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What is hidden behind the Sobolev kernels involved in the HSIC-ANOVA decomposition?

 Gabriel Sarazin , Amandine Marrel , Sébastien da Veiga , Vincent Chabridon
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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New insights into the feature maps of Sobolev kernels: application in global sensitivity analysis

 Gabriel Sarazin , Amandine Marrel , Sebastien da Veiga , Vincent Chabridon
2023
Pré-publication, Document de travail cea-04320711v1