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authFullName_s : Miguel Munoz Zuniga

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 of Renewable and Sustainable Energy, 2022, 14 (5), pp.053303. ⟨10.1063/5.0086255⟩
Journal articles hal-03855143v1

Global optimization for mixed categorical-continuous variables based on Gaussian process models with a randomized categorical space exploration step

Miguel Munoz Zuniga , Delphine Sinoquet
INFOR: Information Systems and Operational Research , 2020, ⟨10.1080/03155986.2020.1730677⟩
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
Statistics and Computing, 2023, 33 (2), pp.41. ⟨10.1007/s11222-023-10208-4⟩
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
Reliability Engineering and System Safety, 2021, 207, pp.107289. ⟨10.1016/j.ress.2020.107289⟩
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
Structural and Multidisciplinary Optimization, 2022, 65 (4), pp.120. ⟨10.1007/s00158-022-03212-1⟩
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.
Statistics and Computing, 2020, 30 (3), pp.525-541. ⟨10.1007/s11222-019-09888-8⟩
Journal articles hal-01704189v3