Amandine Marrel

55
Documents

Publications

22
12
5
4
3
2
2
1
1
1
1
1
12
10
7
6
6
4
3
3
3
3
3
3
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
20
6
5
5
4
4
4
3
3
3
3
3
3
3
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
6
4
2
2
2
2
2
1
1
1
1
1
1
1
1
1
1
5
4
8
5
2
5
7
3
6
2
2
1
1
3
1
9
2
2
21
10
9
18
5
5
4
3
3
3

Publications

Image document

Statistical methods for the study of computer experiments failures: Application to a fuel-coolant interaction simulation code

Faouzi Hakimi , Claude Brayer , Amandine Marrel , Fabrice Gamboa , Benoît Habert
Nuclear Science and Engineering, 2024, 198 (3), pp.578-591. ⟨10.1080/00295639.2023.2197838⟩
Article dans une revue hal-03791882 v1
Image document

Probabilistic surrogate modeling by Gaussian process: A new estimation algorithm for more robust prediction

Amandine Marrel , Bertrand Iooss
Reliability Engineering and System Safety, 2024, 247, pp.110120. ⟨10.1016/j.ress.2024.110120⟩
Article dans une revue cea-04322818 v2
Image document

A comparison between Bayesian and ordinary kriging based on validation criteria: application to radiological characterisation

Martin Wieskotten , Marielle Crozet , Bertrand Iooss , Céline Lacaux , Amandine Marrel
Mathematical Geosciences, 2023, pp.10.1007/s11004-023-10072-y. ⟨10.1007/s11004-023-10072-y⟩
Article dans une revue hal-03806713 v3

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

Charles Demay , Bertrand Iooss , Loïc Le Gratiet , Amandine Marrel
Quality and Reliability Engineering International, 2022, 38 (3), pp.1482-1500. ⟨10.1002/qre.2973⟩
Article dans une revue hal-03207216 v1
Image document

Second-level global sensitivity analysis of numerical simulators with application to an accident scenario in a sodium-cooled fast reactor

Anouar Meynaoui , Amandine Marrel , Béatrice Laurent
Quality and Reliability Engineering International, 2022, 39 (2), pp.500-522. ⟨10.1002/qre.3157⟩
Article dans une revue hal-03890999 v1
Image document

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-02535146 v4
Image document

Adaptive test of independence based on HSIC measures

Mélisande Albert , Béatrice Laurent , Amandine Marrel , Anouar Meynaoui
Annals of Statistics, 2022, 50 (2), pp.858-879. ⟨10.1214/21-AOS2129⟩
Article dans une revue hal-02020084 v4
Image document

Functional outlier detection by means of h-mode depth and dynamic time warping

Alvaro Rollon de Pinedo , Mathieu Couplet , Bertrand Iooss , Nathalie Marie , Amandine Marrel et al.
Applied Sciences, 2021, 11 (23), pp.11475. ⟨10.3390/app112311475⟩
Article dans une revue hal-02965504 v2
Image document

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

Amandine Marrel , Vincent Chabridon
Reliability Engineering and System Safety, 2021, 214, pp.107711. ⟨10.1016/j.ress.2021.107711⟩
Article dans une revue hal-02541142 v2
Image document

Gaussian process regression with linear inequality constraints

Sébastien da Veiga , Amandine Marrel
Reliability Engineering and System Safety, 2020, 195
Article dans une revue hal-01515468 v1
Image document

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

Thibaut Rahm , Jean-Baptiste Droin , Nathalie Marie , Frédéric Bertrand , Amandine Marrel
Nuclear Engineering and Design, 2019, 348, pp.78-89. ⟨10.1016/j.nucengdes.2019.04.019⟩
Article dans une revue cea-02510329 v1
Image document

Advanced methodology for uncertainty propagation in computer experiments with large number of inputs

Bertrand Iooss , Amandine Marrel
Nuclear Technology, 2019, 205, pp.1588-1606. ⟨10.1080/00295450.2019.1573617⟩
Article dans une revue hal-01907198 v2

Advanced validation methodology for SFR simulation tools

N. Marie , A. Marrel , K. Herbreteau , Jm. Seiler , F. Bertrand
Nuclear Engineering and Design, 2019
Article dans une revue cea-02340025 v1
Image document

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

A. Grange , A. Marrel , J.B. B. Droin , F. Bertrand , Olivier Boutin et al.
Nuclear Engineering and Design, 2018, 355, pp.110315. ⟨10.1016/j.nucengdes.2019.110315⟩
Article dans une revue cea-02339878 v1
Image document

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

Matthias de Lozzo , Amandine Marrel
Stochastic Environmental Research and Risk Assessment, 2017, 31, pp.1437-1453
Article dans une revue hal-01253686 v1
Image document

Uncertainty quantification for functional dependent random variables

Simon Nanty , Céline Helbert , Amandine Marrel , Nadia Pérot , Clémentine Prieur
Computational Statistics, 2017, 32 (2), pp.559-583. ⟨10.1007/s00180-016-0676-0⟩
Article dans une revue hal-01075840 v2
Image document

A physical tool for severe accident mitigation studies

N. Marie , A. Bachrata , J.M. Seiler , F. Barjot , A. Marrel et al.
Nuclear Engineering and Design, 2016, 309, pp.224-235. ⟨10.1016/j.nucengdes.2016.08.042⟩
Article dans une revue hal-03749439 v1
Image document

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

Nathalie Marie , A. Marrel , J.M. Seiler , Frédéric Bertrand
Nuclear Engineering and Design, 2016, 297, pp.343-353. ⟨10.1016/j.nucengdes.2015.07.012⟩
Article dans une revue hal-03756976 v1
Image document

New improvements in the use of dependence measures for sensitivity analysis and screening

Matthias de Lozzo , Amandine Marrel
Journal of Statistical Computation and Simulation, 2016, 86 (15), pp.3038-3058
Article dans une revue hal-01090475 v2

A physical tool for severe accident mitigation studies

N. Marie , A. Bachrata , J.M. Seiler , F. Barjot , A. Marrel et al.
Nuclear Engineering and Design, 2016, 309, pp.224-235. ⟨10.1016/j.nucengdes.2016.08.042⟩
Article dans une revue cea-02389458 v1
Image document

Estimation of the derivative-based global sensitivity measures using a Gaussian process metamodel

Matthias De Lozzo , Amandine Marrel
SIAM/ASA Journal on Uncertainty Quantification, 2016, 4 (1), pp.708-738. ⟨10.1137/15M1013377⟩
Article dans une revue hal-01164215 v2

Sampling, metamodelling and sensitivity analysis of numerical simulators with functional stochastic inputs

Simon Nanty , Céline Helbert , Amandine Marrel , Nadia Pérot , Clémentine Prieur
SIAM/ASA Journal on Uncertainty Quantification, 2016, 4 (1), pp.636-659. ⟨10.1137/15M1033319⟩
Article dans une revue hal-01187162 v1

Development of a surrogate model and sensitivity analysis for spatio-temporal numerical simulators

Amandine Marrel , Nadia Perot , Clémentine Mottet
Stochastic Environmental Research and Risk Assessment, 2015, 29 (3), pp.959-974. ⟨10.1007/s00477-014-0927-y⟩
Article dans une revue cea-03190144 v1
Image document

Global sensitivity analysis of stochastic computer models with joint metamodels

Amandine Marrel , Bertrand Iooss , Sébastien da Veiga , Mathieu Ribatet
Statistics and Computing, 2012, 22, pp.833-847. ⟨10.1007/s11222-011-9274-8⟩
Article dans une revue hal-00525489 v2
Image document

Prediction under Uncertainty on a Mature Field

Mathieu Feraille , Amandine Marrel
Oil & Gas Science and Technology - Revue d'IFP Energies nouvelles, 2012, 67 (2), pp.193-206. ⟨10.2516/ogst/2011172⟩
Article dans une revue hal-00735123 v1
Image document

Global sensitivity analysis for models with spatially dependent outputs

Amandine Marrel , Bertrand Iooss , Michel Jullien , Béatrice Laurent , Elena Volkova
Environmetrics, 2011, 22, pp.383-397
Article dans une revue hal-00430171 v4
Image document

Numerical studies of the metamodel fitting and validation processes

Bertrand Iooss , Loïc Boussouf , Vincent Feuillard , Amandine Marrel
International Journal On Advances in Systems and Measurements, 2010, 3, pp.11-21
Article dans une revue hal-00444666 v2
Image document

Global sensitivity analysis of stochastic computer models with generalized additive models

Amandine Marrel , Bertrand Iooss , Sébastien da Veiga , Mathieu Ribatet
Statistics and Computing, 2009, 22 (3), pp.833-847. ⟨10.1007/s11222-011-9274-8⟩
Article dans une revue cea-02355755 v1
Image document

Calculations of Sobol indices for the Gaussian process metamodel

Amandine Marrel , Bertrand Iooss , Béatrice Laurent , Olivier Roustant
Reliability Engineering and System Safety, 2009, 94, pp.742-751. ⟨10.1016/j.ress.2008.07.008⟩
Article dans une revue hal-00239494 v1
Image document

An efficient methodology for modeling complex computer codes with Gaussian processes

Amandine Marrel , Bertrand Iooss , Francois van Dorpe , Elena Volkova
Computational Statistics and Data Analysis, 2008, 52, pp.4731-4744. ⟨10.1016/j.csda.2008.03.026⟩
Article dans une revue hal-00239492 v2
Image document

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-04506392 v1
Image document

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-04506405 v1
Image document

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-04216148 v1
Image document

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-03701170 v1
Image document

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-03700747 v1
Image document

Bayesian kriging : a comparison with validation criteria to ordinary kriging for radiological characterisation

Martin Wieskotten , Marielle Crozet , Bertrand Iooss , Céline Lacaux , Amandine Marrel
geoENV2022 - The 14th International Conference on Geostatistics for Environmental Applications, University of Parma; geoENVia, Jun 2022, Parme, Italy. pp.56-62
Communication dans un congrès cea-04743399 v1
Image document

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-03701074 v1
Image document

Aggregated tests of independence based on HSIC measures

Anouar Meynaoui , Mélisande Albert , Béatrice Laurent , Amandine Marrel
EMS 2019 - European Meeting of Statisticians, Bernoulli Society, Jul 2019, Palerme, Italy
Communication dans un congrès cea-02617133 v1
Image document

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

A. Grange , F. Bertrand , Olivier Boutin , J.B. Droin , J.H. Ferrasse et al.
ICAPP 2019 – International Congress on Advances in Nuclear Power Plants, May 2019, Juan-Les-Pins, France
Communication dans un congrès hal-02411095 v1
Image document

Advanced methodology for uncertainty propagation in computer experiments with large number of inputs

B. Iooss , A. Marrel
ANS Best Estimate Plus Uncertainty International Conference (BEPU 2018), May 2018, Lucca, Italy
Communication dans un congrès cea-02339307 v1
Image document

Propagation of epistemic uncertainties using dempster-shafer theory in bepu evaluation

M. Marques , H. Ynuhui , A. Marrel
ANS Best Estimate Plus Uncertainty International Conference (BEPU 2018), May 2018, Lucca, Italy
Communication dans un congrès hal-02415473 v1
Image document

méthodologie basée sur les mesures de dépendance HSIC pour l'analyse de sensibilité de second niveau

A. Meynaoui , A. Marrel , B. Laurent-Bonneau
50èmes Journées de Statistique (JdS2018), May 2018, Palaiseau, France
Communication dans un congrès cea-02339273 v1
Image document

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

Avent Grange , Frédéric Bertrand , Jean-Baptiste Droin , Amandine Marrel , Olivier Boutin et al.
ICNTHS 2018, Oct 2018, Paris, France
Communication dans un congrès hal-02116842 v1
Image document

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

Bertrand Iooss , Amandine Marrel
UNCECOMP 2017 2nd ECCOMAS Thematic Conference onUncertainty Quantification in Computational Sciences and Engineering, Jun 2017, Rhodes Island, Greece. pp.187-197, ⟨10.7712/120217.5362.16891⟩
Communication dans un congrès hal-01511505 v1
Image document

Estimation des mesures de sensibilité globale basées sur les dérivées via un méta-modèle par processus gaussien

M. de Lozzo , A. Marrel
47emes Journées de Statistique de la SFdS, Jun 2015, Lille, France
Communication dans un congrès cea-02489510 v1
Image document

Activity report ciroquo research & industry consortium

Christophette Blanchet-Scalliet , Céline Helbert , Delphine Sinoquet , Miguel Munoz Munoz Zuniga , Rodolphe Le Riche et al.
Ecole Centrale de Lyon; Mines Saint-Etienne; Université Toulouse 3 (Paul Sabatier); Stellantis France; BRGM (Bureau de recherches géologiques et minières); CEA; IFP Energies Nouvelles; Institut de Radioprotection et de Sûreté Nucléaire; Storengy; INRIA; CNRS. 2024, pp.1-11
Rapport (rapport contrat/projet) hal-04661116 v1
Image document

Chair in applied mathematics OQUAIDO Activity report

Olivier Roustant , Rodolphe Le Riche , Josselin Garnier , David Ginsbourger , Yves Deville et al.
[Research Report] Mines Saint-Etienne; Ecole Centrale Lyon; BRGM (Bureau de recherches géologiques et minières); CEA; IFP Energies Nouvelles; Institut de Radioprotection et de Sûreté Nucléaire; Safran Tech; Storengy; CNRS; Université Grenoble - Alpes; Université Nice - Sophia Antipolis; Université Toulouse 3 (Paul Sabatier). 2021
Rapport (rapport de recherche) hal-03217277 v2
Image document

Target and conditional sensitivity analysis with emphasis on dependence measures

Hugo Raguet Raguet , Amandine Marrel
[Research Report] CEA, DEN, DER. 2018
Rapport (rapport de recherche) hal-01694129 v2