Amandine Marrel

发表

Gaussian process regression with linear inequality constraints

Sébastien Da Veiga, Amandine Marrel, A. Marrel, 2020, Reliab. Eng. Syst. Saf..

Global sensitivity analysis of stochastic computer models with joint metamodels

Bertrand Iooss, Sébastien Da Veiga, Amandine Marrel, 2008, Statistics and Computing.

Uncertainty quantification and visualization for functional random variables

Amandine Marrel, Céline Helbert, Nadia Pérot, 2014 .

Target and Conditional Sensitivity Analysis with Emphasis on Dependence Measures

Amandine Marrel, Hugo Raguet, A. Marrel, 2018, 1801.10047.

Spatial global sensitivity analysis

Bertrand Iooss, Amandine Marrel, Béatrice Laurent, 2009 .

Loss of off-site power transient analysis for a sodium-cooled fast reactor equipped with a gas power conversion system and preliminary optimisation of its operation

Amandine Marrel, Olivier Boutin, J. B. Droin, 2019 .

Physico-statistical approach to assess the core damage variability due to a total instantaneous blockage of SFR fuel sub-assembly

Amandine Marrel, J. M. Seiler, N. Marie, 2016 .

Optimization of a sodium-cooled fast reactor operation with a gas power conversion system during a loss of off-site power

Amandine Marrel, Olivier Boutin, A. Grange, 2019 .

Statistical developments for target and conditional sensitivity analysis: Application on safety studies for nuclear reactor

Amandine Marrel, Vincent Chabridon, A. Marrel, 2021, Reliab. Eng. Syst. Saf..

Sensitivity Analysis of Spatial and/or Temporal Phenomena

Amandine Marrel, Nathalie Saint-Geours, Matthias De Lozzo, 2015 .

Numerical studies of the metamodel fitting and validation processes

Bertrand Iooss, Amandine Marrel, Vincent Feuillard, 2010, 1001.1049.

Uncertainty quantification for functional dependent random variables

Amandine Marrel, Céline Helbert, Nadia Pérot, 2016, Computational Statistics.

Estimation of the Derivative-Based Global Sensitivity Measures Using a Gaussian Process Metamodel

Amandine Marrel, Matthias De Lozzo, A. Marrel, 2016, SIAM/ASA J. Uncertain. Quantification.

Advanced Methodology for Uncertainty Propagation in Computer Experiments with Large Number of Inputs

Bertrand Iooss, Amandine Marrel, A. Marrel, 2018, Nuclear Technology.

Prediction under Uncertainty on a Mature Field

Amandine Marrel, Mathieu Feraille, A. Marrel, 2012 .

An efficient methodology for the analysis and modeling of computer experiments with large number of inputs

Bertrand Iooss, Amandine Marrel, A. Marrel, 2017, 1704.07090.

Gaussian process modeling with inequality constraints

Sébastien Da Veiga, Amandine Marrel, A. Marrel, 2012 .

Global sensitivity analysis for models with spatially dependent outputs

Bertrand Iooss, Amandine Marrel, Elena Volkova, 2009, 0911.1189.

Tools for global and target sensitivity analyses in the context of high-dimensional thermal-hydraulic numerical experiments

Bertrand Iooss, Amandine Marrel, Vincent Chabridon, 2020 .

Multi-objective optimization of the thermal-hydraulic behavior for a sodium fast reactor with a gas power conversion system

F. Bertrand, Amandine Marrel, Olivier Boutin, 2018 .

An efficient methodology for modeling complex computer codes with Gaussian processes

Bertrand Iooss, Amandine Marrel, François Van Dorpe, 2008, Comput. Stat. Data Anal..

Functional Outlier Detection through Probabilistic Modelling

Roman Sueur, Amandine Marrel, Mathieu Couplet, 2020 .

Time-dependent Outlier Detection by means of h-mode depth and dynamic time warping

Roman Sueur, Amandine Marrel, Mathieu Couplet, 2020 .

Calculations of Sobol indices for the Gaussian process metamodel

Olivier Roustant, Bertrand Iooss, Amandine Marrel, 2008, Reliab. Eng. Syst. Saf..

A physical tool for severe accident mitigation studies

Amandine Marrel, J. M. Seiler, A. Bachrata, 2016 .

Sampling, Metamodeling, and Sensitivity Analysis of Numerical Simulators with Functional Stochastic Inputs

Amandine Marrel, Céline Helbert, Nadia Pérot, 2016, SIAM/ASA J. Uncertain. Quantification.

Advanced surrogate model and sensitivity analysis methods for sodium fast reactor accident assessment

Amandine Marrel, Matthias De Lozzo, N. Marie, 2015, Reliab. Eng. Syst. Saf..

Analysis of the Total Instantaneous Blockage accident consequences in the innovative inherently-safe CADOR SFR core

Amandine Marrel, F. Bertrand, J. B. Droin, 2019, Nuclear Engineering and Design.

VVUQ of a thermal-hydraulic multi-scale tool on unprotected loss of flow accident in SFR reactor

Amandine Marrel, Michel Marquès, Antoine Gerschenfeld, 2021, EPJ Nuclear Sciences & Technologies.

Model selection based on validation criteria for Gaussian process regression: An application with highlights on the predictive variance

Bertrand Iooss, Amandine Marrel, Loic Le Gratiet, 2021, Qual. Reliab. Eng. Int..

Global Sensitivity Analysis of Stochastic Computer Models with Generalized Additive Models

Bertrand Iooss, Amandine Marrel, Mathieu Ribatet, 2007 .

Numerical study of algorithms for metamodel construction and validation

Bertrand Iooss, Amandine Marrel, Vincent Feuillard, 2008 .

Sensitivity analysis with dependence and variance-based measures for spatio-temporal numerical simulators

Amandine Marrel, Matthias De Lozzo, A. Marrel, 2017, Stochastic Environmental Research and Risk Assessment.