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Sensitivity analysis and metamodeling methods for designing buffer strips to protect water from pesticide transfers
Claire Lauvernet
,
Céline Helbert
,
C. Catalogne
,
N Carluer
,
R. Munoz Carpena
8th International conference on sensitivity analysis of model output, Nov 2016, La Réunion, France. pp.58-60
Conference papers
hal-01549717v1
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Uncertainty quantification for functional dependent random variables
Simon Nanty
,
Céline Helbert
,
Amandine Marrel
,
Nadia Pérot
,
Clémentine Prieur
Journal articles
hal-01075840v2
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Mixing Krigings for Global Optimization
D. Ginsbourger
,
C. Helbert
,
L. Carraro
Quality and Reliability Engineering International, 2007
Journal articles
hal-00407641v1
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Determination of the effect of geological reservoir variability on carbon dioxide storage using numerical experiments
Frank Diedro
,
Céline Helbert
,
Bernard Guy
,
Chantal de Fouquet
Oil & Gas Science and Technology - Revue d'IFP Energies nouvelles, 2013, 68 (3), pp.529-544. ⟨10.2516/ogst/2012049⟩
Journal articles
hal-00859176v1
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Metamodeling as a tool to size vegetative filter strips for surface runoff pollution control in French watersheds.
Claire Lauvernet
,
C. Helbert
,
Nadia Carluer
,
C. Catalogne
,
G. Le Hénaff
,
et al.
EcoSummit 2016, Ecological Sustainability: Engineering Change, Aug 2016, Montpellier, France. pp.27
Conference papers
hal-02605357v1
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Robustness criterion for the optimization scheme based on kriging metamodel
Mélina Ribaud
,
Frederic Gillot
,
Céline Helbert
,
Christophette Blanchet-Scalliet
,
Celine Vial
23ème Congrès Français de Mécanique, Aug 2017, Lille, France
Conference papers
hal-01621233v1
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Measuring the quality of maximin space-filling designs
Francois Wahl
,
Cécile Mercadier
,
Céline Helbert
2014
Preprints, Working Papers, ...
hal-00955294v2
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Gaussian process regression on nested spaces
Christophette Blanchet-Scalliet
,
Bruno Demory
,
Thierry Gonon
,
Céline Helbert
Journal articles
hal-03299132v2
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A SUR version of the Bichon criterion for excursion set estimation
Clément Duhamel
,
Clémentine Prieur
,
Céline Helbert
,
Miguel Munoz Zuniga
,
Delphine Sinoquet
Mascot Num 2022 -Annual GdR meeting, Jun 2022, Clermont-Ferrand, France. pp.1-1
Poster communications
hal-03806245v1
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Feasible set estimation under functional uncertainty by Gaussian Process modelling
Mohamed Reda El Amri
,
Céline Helbert
,
Miguel Munoz Zuniga
,
Clémentine Prieur
,
Delphine Sinoquet
2021
Preprints, Working Papers, ...
hal-02986558v5
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Gaussian process optimization with failures: classification and convergence proof
François Bachoc
,
Céline Helbert
,
Victor Picheny
Journal articles
hal-02100819v2
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Sampling Criteria for Constrained Bayesian Optimization under Uncertainty
Julien Pelamatti
,
Mohamed Reda El Amri
,
Rodolphe Le Riche
,
Christophette Blanchet-Scalliet
,
Céline Helbert
Hybrid Conference: 2022 SIAM Conference on Uncertainty Quantification, Apr 2022, Atlanta, United States
Conference papers
emse-03657435v1
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Discrete Mixtures of Kernels for Kriging-based Optimization
David Ginsbourger
,
Céline Helbert
,
Laurent Carraro
2008
Preprints, Working Papers, ...
hal-00260751v1
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Discrete Mixtures of Kernels for Kriging-based optimization
D. Ginsbourger
,
C. Helbert
,
L. Carraro
Quality and Reliability Engineering International, 2008, 24 (6), pp.681-691
Journal articles
hal-00409733v1
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Kriging-based metamodeling with qualitative variables to design grassed buffer zones in small agricultural catchment
Claire Lauvernet
,
C. Helbert
,
C. Catalogne
EGU General Assembly 2018, Apr 2018, Vienne, Austria. pp.1, 2018
Poster communications
hal-02608209v1
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A standardized distance-based index to assess the quality of space-filling designs
François Wahl
,
Cécile Mercadier
,
Céline Helbert
Journal articles
hal-01804865v1
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Metamodeling methods that incorporate qualitative variables for improved design of vegetative filter strips
Claire Lauvernet
,
Céline Helbert
,
Zhu Xujia
,
B Sudret
4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2021), Jun 2021, Athènes, Greece
Conference papers
hal-03469617v1
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Construction d'un critère d'optimalité pour plans d'expériences numériques dans le cadre de la quantification d'incertitudes
L. Carraro
,
B. Corre
,
C. Helbert
,
Olivier Roustant
Revue de Statistique Appliquée, 2005, LIII (4), pp.87-103
Journal articles
hal-00409732v1
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Robust optimization: a kriging-based multi-objective optimization approach
Mélina Ribaud
,
Christophette Blanchet-Scalliet
,
Céline Helbert
,
Frederic Gillot
2020
Preprints, Working Papers, ...
hal-01829889v3
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Data-driven Stochastic Inversion via Functional Quantization
Mohamed Reda El Amri
,
Céline Helbert
,
Olivier Lepreux
,
Miguel Munoz Zuniga
,
Clémentine Prieur
,
et al.
Journal articles
hal-01704189v3
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Robust optimization: a kriging-based multi-objective optimization approach
Mélina Ribaud
,
Christophette Blanchet-Scalliet
,
Frédéric Gillot
,
Céline Helbert
Journal articles
hal-02935599v1
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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
Reports
hal-03217277v2
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Plans d expériences optimaux pour la quantification d'incertitudes avec des codes de calcul
L. Carraro
,
B. Corre
,
C. Helbert
,
Olivier Roustant
,
S. Josserand
38ième Journées de Statistiques de la SFdS, May 2006, Clamart, France
Conference papers
hal-00407643v1
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Robust estimation of the variogram in computer experiments
Olivier Roustant
,
D. Dupuy
,
C. Helbert
ENBIS 7 Dortmund, Sep 2007, Dortmund, Germany
Conference papers
hal-00407653v1
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Comparison and evaluation of metamodeling methods with qualitative variables for the design of vegetative filter strips
Claire Lauvernet
,
Céline Helbert
,
Zhu Xujia
,
Bruno Sudret
Tenth International Conference on Sensitivity Analysis of Model Output (SAMO), Mar 2022, Tallahassee (faite en virtuel), United States
Conference papers
hal-03807324v1
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Critères de robustesse pour l'optimisation sur métamodèle de krigeage
Christophette Blanchet-Scalliet
,
Frédéric Gillot
,
Céline Helbert
,
Mélina Ribaud
JDS 2018 (SFDS), May 2018, Paris Saclay, France
Conference papers
hal-02945584v1
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Population parametrization of costly black box models using iterations between SAEM algorithm and kriging
Emmanuel Grenier
,
Celine Helbert
,
Violaine Louvet
,
Adeline Samson
,
Paul Vigneaux
Journal articles
hal-01224004v2
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A SUR version of the Bichon criterion for excursion set estimation
Clément Duhamel
,
Céline Helbert
,
Miguel Munoz Zuniga
,
Clémentine Prieur
,
Delphine Sinoquet
Journal articles
hal-03780559v2
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Stochastic modelling and simulation of powder transformation by nucleation and growth
Céline Helbert
,
Laurent Carraro
Second Annual ENBIS Conference, Sep 2002, Rimini, Italy
Conference papers
emse-00703302v1
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Stochastic modelling of sources of thermal building envelop for sensitivity analysis
Mathilde Grandjacques
,
Benoît Delinchant
,
Olivier Adrot
,
Clémentine Prieur
,
Céline Helbert
7th International Conference on Sensitivity Analysis of Model Output (SAMO 2013), Jul 2013, Nice, France
Conference papers
hal-00860616v1
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