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Learning hidden constraints using a Stepwise Uncertainty Reduction strategy with Gaussian Process Classifiers
Morgane Menz
,
Miguel Munoz Zuniga
,
Delphine Sinoquet
Optimization days 2022, May 2022, Montréal, Canada
Conference papers
hal-03688224v1
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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
Conference poster
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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Wind Turbine Quantification and Reduction of Uncertainties Based on a Data-Driven Data Assimilation Approach
Adrien Hirvoas
,
Clémentine Prieur
,
Élise Arnaud
,
Fabien Caleyron
,
Miguel Munoz Zuniga
Journal articles
hal-03855143v1
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Global optimization for mixed categorical-continuous variables based on Gaussian process models with a randomized categorical space exploration step
Miguel Munoz Zuniga
,
Delphine Sinoquet
Journal articles
hal-02512185v1
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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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Quantification and reduction of uncertainties in a wind turbine numerical model based on a global sensitivity analysis and a recursive Bayesian inference approach
Adrien Hirvoas
,
Clémentine Prieur
,
Élise Arnaud
,
Fabien Caleyron
,
Miguel Munoz Zuniga
International Journal for Numerical Methods in Engineering, 2021, 122 (10), pp.2528-2544. ⟨10.1002/nme.6630⟩
Journal articles
hal-03279947v3
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Structural reliability assessment through metamodel based importance sampling with dimension reduction
Achille Murangira
,
Miguel Munoz Zuniga
,
Timothée Perdrizet
2015
Preprints, Working Papers, ...
hal-01230454v1
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Structural reliability assessment through surrogate based importance sampling with dimension reduction
Miguel Munoz Zuniga
,
A. Murangira
,
Timothée Perdrizet
Journal articles
hal-03159217v1
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Wind turbine quantification and reduction of uncertainties based on a data-driven data assimilation approach
Adrien Hirvoas
,
Clémentine Prieur
,
Élise Arnaud
,
Fabien Caleyron
,
Miguel Munoz Zuniga
2021
Preprints, Working Papers, ...
hal-03499508v1
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A Two-Step Procedure for Time-Dependent Reliability-Based Design Optimization Involving Piece-Wise Stationary Gaussian Processes
Alexis Cousin
,
Josselin Garnier
,
Martin Guiton
,
Miguel Munoz Zuniga
Journal articles
hal-03641110v1
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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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