Amandine Marrel

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 11

Top Topics

Gaussian Process

Top Venues

Reliab. Eng. Syst. Saf.

Qual. Reliab. Eng. Int.

SIAM/ASA J. Uncertain. Quantification

Publications

Amandine Marrel, Bertrand Iooss
Probabilistic surrogate modeling by Gaussian process: A review on recent insights in estimation and validation. Reliab. Eng. Syst. Saf. 247 (2024)
Amandine Marrel, Bertrand Iooss
Probabilistic surrogate modeling by Gaussian process: A new estimation algorithm for more robust prediction. Reliab. Eng. Syst. Saf. 247 (2024)
Anouar Meynaoui, Amandine Marrel, Béatrice Laurent
Second-level global sensitivity analysis of numerical simulators with application to an accident scenario in a sodium-cooled fast reactor. Qual. Reliab. Eng. Int. 39 (2) (2023)
Mohamed Reda El Amri, Amandine Marrel
Optimized HSIC-based tests for sensitivity analysis: Application to thermalhydraulic simulation of accidental scenario on nuclear reactor. Qual. Reliab. Eng. Int. 38 (3) (2022)
Charles Demay, Bertrand Iooss, Loïc Le Gratiet, Amandine Marrel
Model selection based on validation criteria for Gaussian process regression: An application with highlights on the predictive variance. Qual. Reliab. Eng. Int. 38 (3) (2022)
Amandine Marrel, Vincent Chabridon
Statistical developments for target and conditional sensitivity analysis: Application on safety studies for nuclear reactor. Reliab. Eng. Syst. Saf. 214 (2021)
Amandine Marrel, Bertrand Iooss, Vincent Chabridon
Statistical Identification of Penalizing Configurations in High-dimensional Thermal-hydraulic Numerical Experiments: The ICSCREAM Methodology. CoRR (2020)
Sébastien Da Veiga, Amandine Marrel
Gaussian process regression with linear inequality constraints. Reliab. Eng. Syst. Saf. 195 (2020)
Simon Nanty, Céline Helbert, Amandine Marrel, Nadia Pérot, Clémentine Prieur
Uncertainty quantification for functional dependent random variables. Comput. Stat. 32 (2) (2017)
Simon Nanty, Céline Helbert, Amandine Marrel, Nadia Pérot, Clémentine Prieur
Sampling, Metamodeling, and Sensitivity Analysis of Numerical Simulators with Functional Stochastic Inputs. SIAM/ASA J. Uncertain. Quantification 4 (1) (2016)
Matthias De Lozzo, Amandine Marrel
Estimation of the Derivative-Based Global Sensitivity Measures Using a Gaussian Process Metamodel. SIAM/ASA J. Uncertain. Quantification 4 (1) (2016)
Amandine Marrel, N. Marie, Matthias De Lozzo
Advanced surrogate model and sensitivity analysis methods for sodium fast reactor accident assessment. Reliab. Eng. Syst. Saf. 138 (2015)
Amandine Marrel, Bertrand Iooss, Sébastien Da Veiga, Mathieu Ribatet
Global sensitivity analysis of stochastic computer models with joint metamodels. Stat. Comput. 22 (3) (2012)
Amandine Marrel, Bertrand Iooss, Béatrice Laurent, Olivier Roustant
Calculations of Sobol indices for the Gaussian process metamodel. Reliab. Eng. Syst. Saf. 94 (3) (2009)
Amandine Marrel, Bertrand Iooss, François Van Dorpe, Elena Volkova
An efficient methodology for modeling complex computer codes with Gaussian processes. Comput. Stat. Data Anal. 52 (10) (2008)