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Amandine Marrel

5
Documents

Publications

"bertrand-iooss"
51771
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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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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