Amandine Marrel

15 papers Journal 15
YearRankTypeTitle / Venue / Authors
2024 J jnl
Probabilistic surrogate modeling by Gaussian process: A new estimation algorithm for more robust prediction.
Reliab. Eng. Syst. Saf.
Amandine Marrel, Bertrand Iooss
2024 J jnl
Probabilistic surrogate modeling by Gaussian process: A review on recent insights in estimation and validation.
Reliab. Eng. Syst. Saf.
Amandine Marrel, Bertrand Iooss
2023 J jnl
Second-level global sensitivity analysis of numerical simulators with application to an accident scenario in a sodium-cooled fast reactor.
Qual. Reliab. Eng. Int.
Anouar Meynaoui, Amandine Marrel, Béatrice Laurent
2022 J jnl
Model selection based on validation criteria for Gaussian process regression: An application with highlights on the predictive variance.
Qual. Reliab. Eng. Int.
Charles Demay, Bertrand Iooss, Loïc Le Gratiet, Amandine Marrel
2022 J jnl
Optimized HSIC-based tests for sensitivity analysis: Application to thermalhydraulic simulation of accidental scenario on nuclear reactor.
Qual. Reliab. Eng. Int.
Mohamed Reda El Amri, Amandine Marrel
2021 J jnl
Statistical developments for target and conditional sensitivity analysis: Application on safety studies for nuclear reactor.
Reliab. Eng. Syst. Saf.
Amandine Marrel, Vincent Chabridon
2020 J jnl
Gaussian process regression with linear inequality constraints.
Reliab. Eng. Syst. Saf.
Sébastien Da Veiga, Amandine Marrel
2020 J jnl
Statistical Identification of Penalizing Configurations in High-dimensional Thermal-hydraulic Numerical Experiments: The ICSCREAM Methodology.
CoRR
Amandine Marrel, Bertrand Iooss, Vincent Chabridon
2017 J jnl
Uncertainty quantification for functional dependent random variables.
Comput. Stat.
Simon Nanty, Céline Helbert, Amandine Marrel, Nadia Pérot, Clémentine Prieur
2016 J jnl
Estimation of the Derivative-Based Global Sensitivity Measures Using a Gaussian Process Metamodel.
SIAM/ASA J. Uncertain. Quantification
Matthias De Lozzo, Amandine Marrel
2016 J jnl
Sampling, Metamodeling, and Sensitivity Analysis of Numerical Simulators with Functional Stochastic Inputs.
SIAM/ASA J. Uncertain. Quantification
Simon Nanty, Céline Helbert, Amandine Marrel, Nadia Pérot, Clémentine Prieur
2015 J jnl
Advanced surrogate model and sensitivity analysis methods for sodium fast reactor accident assessment.
Reliab. Eng. Syst. Saf.
Amandine Marrel, N. Marie, Matthias De Lozzo
2012 J jnl
Global sensitivity analysis of stochastic computer models with joint metamodels.
Stat. Comput.
Amandine Marrel, Bertrand Iooss, Sébastien Da Veiga, Mathieu Ribatet
2009 J jnl
Calculations of Sobol indices for the Gaussian process metamodel.
Reliab. Eng. Syst. Saf.
Amandine Marrel, Bertrand Iooss, Béatrice Laurent, Olivier Roustant
2008 J jnl
An efficient methodology for modeling complex computer codes with Gaussian processes.
Comput. Stat. Data Anal.
Amandine Marrel, Bertrand Iooss, François Van Dorpe, Elena Volkova