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Horizon Euratom ASSAS project: can machine-learning make fast and accurate severe accident simulators a reality?

Bastien Poubeau , Yann Richet , Lionel Chailan , Fulvio Mascari , Mattia Massone , et al.
The 11 th European Review Meeting on Severe Accident Research (ERMSAR2024), Kungliga Tekniska Högskolan, May 2024, Stokholm, Sweden
Communication dans un congrès irsn-04588965v1
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Augmented Quantization: a General Approach to Mixture Models

Charlie Sire , Rodolphe Le Riche , Didier Rullière , Jérémy Rohmer , Lucie Pheulpin , et al.
UQ 2024 - SIAM Conference on Uncertainty Quantification, Society for Industrial and Applied Mathematics, Feb 2024, Trieste, Italy
Communication dans un congrès hal-04527349v1

Augmented quantization: a general approach to mixture models

Charlie Sire , Didier Rullière , Rodolphe Le Riche , Jérémy Rohmer , Lucie Pheulpin , et al.
2023
Pré-publication, Document de travail hal-04209768v1

FunQuant: A R package to perform quantization in the context of rare events and time-consuming simulations

Charlie Sire , Yann Richet , Rodolphe Le Riche , Didier Rullière , Jérémy Rohmer , et al.
2023
Pré-publication, Document de travail hal-04189822v1
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Quantizing rare random maps: application to flooding visualization

Charlie Sire , Rodolphe Le Riche , Didier Rullière , Jérémy Rohmer , Lucie Pheulpin , et al.
Journal of Computational and Graphical Statistics, 2023, 32 (4), pp.1556-1571. ⟨10.1080/10618600.2023.2203764⟩
Article dans une revue hal-03752365v1

Augmented quantization : a general approach to mixture models

Charlie Sire , Rodolphe Le Riche , Didier Rullière , Jérémy Rohmer , Lucie Pheulpin , et al.
MASCOT-NUM2023, UQ@Paris-Saclay, Apr 2023, LE CROISIC, France
Communication dans un congrès hal-03975978v1
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Complementary Dense Datasets Acquired in a Low-to-Moderate Seismicity Area for Characterizing Site Effects: Application in the French Rhône Valley

Berenice Froment , Andrés Olivar-Castaño , Matthias Ohrnberger , Loic Gisselbrecht , Katrin Hannemann , et al.
Seismological Research Letters, 2023, 94 (1), pp.531-547. ⟨10.1785/0220220244⟩
Article dans une revue irsn-03967084v1

Quantization applied to the visualization of low-probability flooding events

Charlie Sire , Rodolphe Le Riche , Didier Rullière , Jérémy Rohmer , Lucie Pheulpin , et al.
The 8th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2022), Jun 2022, Oslo, Norway
Communication dans un congrès emse-03720115v1

Quantization applied to the visualization of low-probability flooding events

Charlie Sire , R. Le Riche , D. Rulliere , Jérémy Rohmer , L. Pheulpin , et al.
SIAM UQ22 - Siam Conference on Uncertainty Quantification, Society for Industrial and Applied Mathematics, Apr 2022, ATLANTA, United States
Communication dans un congrès hal-03914853v1

Robust inversion under uncertainty for flooding risk analysis

Charlie Sire , Yann Richet , Lucie Pheulpin , Jérémy Rohmer , Rodolphe Le Riche , et al.
SIAM Conference on Uncertainty Quantification (UQ22), Society for Industrial and Applied Mathematics, Apr 2022, Atlanta, GA, United States
Communication dans un congrès hal-04066834v1
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Acquisitions de données sismiques denses dans la vallée du Rhône pour la caractérisation des effets de site

Berenice Froment , Celine Gelis , Edward Marc Cushing , Loïc Giselbrecht , François Lavoué , et al.
2022, pp.10-11
Autre publication scientifique hal-04224630v1

Robust inversion for risk analysis – application to the failure of defences against floodin

Charlie Sire , Yann Richet , Jeremy Rohmer , Rodolphe Le Riche , Didier Rullière , et al.
4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2021), Jun 2021, Athens, Greece
Communication dans un congrès emse-03313456v1
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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 hal-03217277v2
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Sequential Design of Mixture Experiments with an Empirically Determined Input Domain and an Application to Burn-up Credit Penalization of Nuclear Fuel Rods

François Bachoc , Théo Barthe , Thomas Santner , Yann Richet
Nuclear Engineering and Design, 2021, 374, pp.111034. ⟨10.1016/j.nucengdes.2020.111034⟩
Article dans une revue hal-02535987v1
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Adaptive Design of Experiments for Conservative Estimation of Excursion Sets

Dario Azzimonti , David Ginsbourger , Clément Chevalier , Julien Bect , Yann Richet
Technometrics, 2021, 63 (1), pp.13-26. ⟨10.1080/00401706.2019.1693427⟩
Article dans une revue hal-01379642v6
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Robust inversion under uncertainty for risk analysis – application to the failure of defences against flooding

Charlie Sire , Rodolphe Le Riche , Didier Rulliere , Lucie Pheulpin , Yann Richet
MASCOT 21 Meeting, GDR, 2021, AUSSOIS, France
Communication dans un congrès hal-03739587v1
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Multi-fidelity for MDO using Gaussian Processes

Nicolas Garland , Rodolphe Le Riche , Yann Richet , Nicolas Durrande
Loic Brevault; Mathieu Balesdent; Jerome Morio. Aerospace System Analysis and Optimization in Uncertainty, 156, Springer, pp.295-320, 2020, Springer Optimization and its Applications, 978-3-03 0-39126-3. ⟨10.1007/978-3-030-39126-3_8⟩
Chapitre d'ouvrage hal-02444005v1
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Inversion Algorithm for Civil Flood Defense Optimization: Application to Two-Dimensional Numerical Model of the Garonne River in France.

Yann Richet , Vito Bacchi
Frontiers in Environmental Science, 2019, 7, pp.1-16. ⟨10.3389/fenvs.2019.00160⟩
Article dans une revue hal-02454918v1

Extensive study of the heterogeneous repartition of the moderation when both the fissile mass and the moderation are controlled

Francois Xavier Le Dauphin , M. Duluc , Johann Herth , F.-X Le Dauphin , Celine Lenepveu , et al.
11th International conference on Nuclear Criticality Safety, ICNC 2019, Sep 2019, PARIS, France
Communication dans un congrès hal-02894365v1

Viability limits of the renewable source in an electricity mix: The MIXOPTIM analysis methodology

Bernard Bonin , Axel Laureau , Guillaume Krivtchik , Gilles Bordier , Henri Safa , et al.
The European Physical Journal Plus, 2019, 134 (12), pp.614. ⟨10.1140/epjp/i2019-12942-1⟩
Article dans une revue hal-02409818v1

Viability limits of the renewable source in an electricity mix: Application to the French mix with anamorphic evolutions

Bernard Bonin , Axel Laureau , Elsa Merle , Guillaume Krivtchik , Joachim Miss , et al.
The European Physical Journal Plus, 2019, 134 (12), pp.615. ⟨10.1140/epjp/i2019-12941-2⟩
Article dans une revue hal-02409816v1
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Beyond a sensitivity study of levee-breach geometry using an inversion algorithm: application to a simplified river case

Vito Bacchi , Yann Richet , Nathalie Bertrand , Denis Moiriat , Claire Marie Duluc
CMWR, Jun 2018, Saint Malo, France
Communication dans un congrès irsn-04215814v1

Adaptive Design of Experiments for Conservative Estimation of Excursion Sets

Dario Azzimonti , David Ginsbourger , Clément Chevalier , Julien Bect , Yann Richet
INI workshop on "Key UQ methodologies and motivating applications" (UNQW01), Jan 2018, Cambridge, United Kingdom.
Poster de conférence hal-03108225v1
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A methodology for performing sensitivity analysis in dynamic fuel cycle simulation studies applied to a PWR fleet simulated with the CLASS tool

Nicolas Thiollière , Jean-Baptiste Clavel , Fanny Courtin , Xavier Doligez , Marc Ernoult , et al.
EPJ N - Nuclear Sciences & Technologies, 2018, 4, pp.13. ⟨10.1051/epjn/2018009⟩
Article dans une revue hal-01851230v1
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CRISTAL v2: new package for criticality calculations

Jm. Gomit , I. Duhamel , Y. Richet , A. Entringer , C. Magnaud , et al.
Nuclear Criticality Safety Division Topical Meeting (NCSD 2017), Sep 2017, Carlsbad, United States
Communication dans un congrès hal-02417819v1

Clustering and traveling waves in the Monte Carlo criticality simulation of decoupled and confined media

E. Dumonteil , G. Bruna , F. Malvagi , A. Onillon , Y. Richet
Nuclear Engineering and Technology, 2017, 49 (6), pp.1157-1164. ⟨10.1016/j.net.2017.07.011⟩
Article dans une revue hal-02553803v1
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The role of power sources in the European electricity mix

Bernard Bonin , H. Safa , F. Thais , A. Laureau , E. Merle-Lucotte , et al.
EPJ N - Nuclear Sciences & Technologies, 2017, 3, pp.10. ⟨10.1051/epjn/e2015-50012-0⟩
Article dans une revue in2p3-01501222v1

OPEN RADIATION: a collaborative project for radioactivity measurement in the environment by the public

Jean-François Bottollier-Depois , E. Allain , G. Baumont , N. Berthelot , I. Clairand , et al.
13th International Conference on Radiation Shielding (ICRS-13) & 19th Topical Meeting of the Radiation Protection & Shielding Division of the American Nuclear Society -2016 (RPSD-2016), Oct 2016, Paris, France. pp.08002, ⟨10.1051/epjconf/201715308002⟩
Communication dans un congrès hal-01645325v1

Adaptive Design of Experiments for Conservative Estimation of Excursion Sets (SIAM UQ 2016)

Dario Azzimonti , David Ginsbourger , Clément Chevalier , Julien Bect , Yann Richet
2016 SIAM Conference on Uncertainty Quantification, Apr 2016, Lausanne, Switzerland
Communication dans un congrès hal-01329571v1
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Global sensitivity analysis with 2d hydraulic codes: applied protocol and practical tool

Morgan Abily , Nathalie Bertrand , Olivier Delestre , Philippe Gourbesville , Yann Richet , et al.
La Houille Blanche - Revue internationale de l'eau, 2015, 5, pp.16-22. ⟨10.1051/lhb/20150050⟩
Article dans une revue hal-01290956v1