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Constrained nonlinear optimization for extreme scenarii evaluation in reservoir characterization.

N. Metla , Frédéric Delbos , Sébastien da Veiga , Delphine Sinoquet
ECMOR European conference on mathematics of oil recovery, Sep 2010, Oxford, United Kingdom
Conference papers hal-02284357v1
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An Adapted Derivative-Free Optimization Method for an Optimal Design Application with Mixed Binary and Continuous Variables

Thi-Thoi Tran , Delphine Sinoquet , Sébastien da Veiga , Marcel Mongeau
Advanced Computational Methods for Knowledge Engineering, Advances in Intelligent Systems and Computing (1121), Springer, pp.88-98, 2020, Advanced Computational Methods for Knowledge Engineering. ICCSAMA 2019., 978-3-030-38363-3. ⟨10.1007/978-3-030-38364-0_8⟩
Book sections hal-02494138v1

Global sensitivity analysis for optimization with variable selection

Adrien Spagnol , Rodolphe Le Riche , Sébastien da Veiga
12th International Conference on Learning and Intelligent Optimization, Jun 2018, Kalamata, Greece. pp 417-443, ⟨10.1137/18M1167978⟩
Conference papers emse-01957502v1
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Local Polynomial Estimation for Sensitivity Analysis on Models With Correlated Inputs

Sébastien da Veiga , Francois Wahl , Fabrice Gamboa
2008
Preprints, Working Papers, ... hal-00266102v1

Global sensitivity analysis with dependence measures

Sébastien da Veiga
Journal of Statistical Computation and Simulation, 2015, 85 (7), pp.1283-1305. ⟨10.1080/00949655.2014.945932⟩
Journal articles hal-01128666v1
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Global Sensitivity Analysis with Dependence Measures

Sébastien da Veiga
2013
Preprints, Working Papers, ... hal-00903283v1
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Efficient estimation of conditional covariance matrices for dimension reduction

Jean-Michel Loubes , Clément Marteau , Michael Solis , Sébastien da Veiga
2011
Preprints, Working Papers, ... hal-00632576v1

Reducing dimension in Bayesian Optimization

Rodolphe Le Riche , Adrien Spagnol , David Gaudrie , Sébastien da Veiga , Victor Picheny et al.
LIMOS internal seminar, Jul 2020, Clerrmont-Ferrand, France
Conference papers hal-02913882v2
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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
Conference papers cea-03701170v1
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Simultaneous Inversion of Production Data and Seismic Attributes: Application to a Synthetic SAGD Produced Field Case.

Elodie Tillier , Mickaële Le Ravalec , Sébastien da Veiga
Oil & Gas Science and Technology - Revue d'IFP Energies nouvelles, 2012, 67 (2), pp.289-301. ⟨10.2516/ogst/2012004⟩
Journal articles hal-00735186v1

A workflow for decision making under uncertainty.

Daniel Busby , Sébastien da Veiga , Samir Touzani
Computational Geosciences, 2014, 18 (3-4), pp.519-533. ⟨10.1007/s10596-014-9420-4⟩
Journal articles hal-01070783v1

Efficient estimation of conditional covariance matrices for dimension reduction

Sébastien da Veiga , Jean-Michel Loubes , Maikol Solís
Communications in Statistics - Theory and Methods, 2017, 46 (9), pp.4403 - 4424. ⟨10.1080/03610926.2015.1083109⟩
Journal articles hal-01564965v1
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Integrating Data of Different Types and Different Supports into Reservoir Models

Mickaële Le Ravalec , Sébastien da Veiga , Ratiba Derfoul , Guillaume Enchéry , Véronique Gervais et al.
Oil & Gas Science and Technology - Revue d'IFP Energies nouvelles, 2012, 67 (5), pp.823-839. ⟨10.2516/ogst/2012024⟩
Journal articles hal-00815668v1
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Sequential model aggregation for production forecasting

Raphaël Deswarte , Véronique Gervais , Gilles Stoltz , Sébastien da Veiga
Computational Geosciences, 2019, 23 (5), pp.1107-1124. ⟨10.1007/s10596-019-09872-1⟩
Journal articles hal-01939813v2

Global sensitivity analysis for optimization with variable selection

Adrien Spagnol , Rodolphe Le Riche , Sébastien da Veiga
SIAM/ASA Journal on Uncertainty Quantification, 2019, 7 (2), pp.417-443. ⟨10.1137/18M1167978⟩
Journal articles emse-01957544v1
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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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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⟩
Journal articles cea-02355755v1
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A derivative free optimization method for reservoir characterization inverse problem

Hoël Langouët , Delphine Sinoquet , Sébastien da Veiga
EAGE - Conference & Exhibition incorporating SPE EUROPEC, Jun 2010, Barcelone, Spain
Conference papers hal-02284341v1
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Efficient Estimation of Sensitivity Indices

Sébastien da Veiga , Fabrice Gamboa
2012
Preprints, Working Papers, ... hal-00266110v2
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Advanced Integrated Workflows for Incorporating Both Production and 4D Seismic-Related Data into Reservoir Models.

Mickaële Le Ravalec , Elodie Tillier , Sébastien da Veiga , Guillaume Enchéry , Véronique Gervais et al.
Oil & Gas Science and Technology - Revue d'IFP Energies nouvelles, 2012, 67 (2), pp.207-220. ⟨10.2516/ogst/2011159⟩
Journal articles hal-00735039v1
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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
Conference papers cea-03701074v1

Global sensitivity analysis for optimization with variable selection

Adrien Spagnol , Rodolphe Le Riche , Sébastien da Veiga , Olivier Roustant
PGMO Days 2017, Nov 2017, Saclay, France
Conference papers emse-01639564v1
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Gaussian process regression with linear inequality constraints

Sébastien da Veiga , Amandine Marrel
Reliability Engineering and System Safety, 2020, 195
Journal articles hal-01515468v1
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A Derivative Free Optimization method for reservoir characterization inverse problem

Hoël Langouët , Frédéric Delbos , Delphine Sinoquet , Sébastien da Veiga
ECMOR XII - 12th European Conference on the Mathematics of Oil recovery, Sep 2010, Oxford, United Kingdom
Conference papers hal-02284365v1

Basics and Trends in Sensitivity Analysis: Theory and Practice in R

Sébastien da Veiga , Fabrice Gamboa , Bertrand Iooss , Clémentine Prieur
SIAM publisher. Computational science and engineering. SIAM, pp.1-16, 2021
Books hal-03526153v1
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Image processing tools for better incorporation of 4D seismic data into reservoir models

Ratiba Derfoul , Sébastien da Veiga , Christian Gout , Carole Le Guyader , Elodie Tillier et al.
Journal of Computational and Applied Mathematics, 2013, 240, pp.111-122. ⟨10.1016/j.cam.2012.08.022⟩
Journal articles hal-01022819v1
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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⟩
Journal articles hal-00525489v2
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Interpretable Random Forests via Rule Extraction

Clément Bénard , Gérard Biau , Sébastien da Veiga , Erwan Scornet
Proceedings of The 24th International Conference on Artificial Intelligence and Statistics, 130, pp.937-945, 2021
Proceedings hal-02557113v4
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SIRUS: Stable and Interpretable RUle Set for Classification

Clément Bénard , Gérard Biau , Sébastien da Veiga , Erwan Scornet
Electronic Journal of Statistics , 2021, 15, pp.427 - 505
Journal articles hal-02190689v4

Bayesian optimization in effective dimensions via kernel-based sensitivity indices

Adrien Spagnol , Rodolphe Le Riche , Sébastien da Veiga
13th International Conference on Applications of Statistics and Probability in Civil Engineering(ICASP13), May 2019, Séoul, South Korea. ⟨10.22725/ICASP13.093⟩
Conference papers emse-02133923v1