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authIdHal_s : nathalie-bartoli
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Évaluation de l'incertitude associée à l'interpolation de maillage dans un calcul couplé partitionné

Sylvain Dubreuil , Joan Mas-Colomer , Michel Salaün , Nathalie Bartoli , Thierry Lefebvre et al.
13e colloque national en calcul des structures, Université Paris-Saclay, May 2017, Giens, Var, France
Conference papers hal-01926480v1

Multidisciplinary optimization based on Kriging surrogate models

Sylvain Dubreuil , Nathalie Bartoli , Thierry Lefebvre , Christian Gogu
International Workshop on Optimization and Learning: Challenges and Applications - OLA 2018, Feb 2018, Alicante, Spain
Conference papers hal-02056876v1
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Adaptive coupling of reduced basis modeling and Kriging based active learning methods for reliability analyses

Morgane Menz , Christian Gogu , Sylvain Dubreuil , Nathalie Bartoli , Jérôme Morio et al.
2020
Preprints, Working Papers, ... hal-02405109v2
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CONSTRAINED BAYESIAN OPTIMIZATION OVER MIXED CATEGORICAL VARIABLES, WITH APPLICATION TO AIRCRAFT DESIGN

Paul Saves , Nathalie Bartoli , Youssef Diouane , Thierry Lefebvre , Joseph Morlier et al.
AeroBest 2021, Jul 2021, Lisbonne, Portugal
Conference papers hal-03346341v1
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Approche en paramètres de stratification pour l'optimisation biniveau de structures composites

Dimitri Bettebghor , Nathalie Bartoli , Stephane Grihon , Joseph Morlier , Manuel Samuelides et al.
10e colloque national en calcul des structures, May 2011, Giens, France. pp.Clé USB
Conference papers hal-00592930v1
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Flying qualities reliability constraints in aircraft conceptual design using time-marching simulations

Marco Saporito , Andrea da Ronch , Nathalie Bartoli , Sébastien Defoort
AIAA AVIATION 2021 FORUM, Aug 2021, VIRTUAL EVENT, United States. pp.AIAA 2021-3101, ⟨10.2514/6.2021-3101⟩
Conference papers hal-03691438v1
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Actes de la conférence CAID 2021 (Conference on Artificial Intelligence for Defense)

Alexandre Dey , Benjamin Costé , Éric Totel , Adrien Bécue , Elkin Aguas et al.
pp.1-152, 2021
Proceedings hal-03535661v1
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Improving kriging surrogates of high-dimensional design models by Partial Least Squares dimension reduction

Mohamed-Amine Bouhlel , Nathalie Bartoli , Abdelkader Otsmane , Joseph Morlier
2015
Preprints, Working Papers, ... hal-01232938v1
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Efficient global multidisciplinary optimization based on surrogate models

Sylvain Dubreuil , Nathalie Bartoli , Thierry Lefebvre , Christian Gogu
AIAA Aviation Forum 2018, Jun 2018, Atlanta, GA, United States. ⟨10.2514/6.2018-3745⟩
Conference papers hal-02056874v1
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On the Use of Upper Trust Bounds in Constrained Bayesian Optimization Infill Criterion

Rémy Priem , Nathalie Bartoli , Youssef Diouane
AIAA Aviation 2019 Forum, Jun 2019, Dallas, United States. pp.1-10, ⟨10.2514/6.2019-2986⟩
Conference papers hal-02182492v1
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Efficient Global Optimization for high-dimensional constrained problems by using the Kriging models combined with the Partial Least Squares method

Mohamed Amine Bouhlel , Nathalie Bartoli , Rommel G. Regis , Abdelkader Otsmane , Joseph Morlier et al.
Engineering Optimization, In press, ⟨10.1080/0305215X.2017.1419344⟩
Journal articles hal-01717251v1
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Adaptive modeling strategy for constrained global optimization with application to aerodynamic wing design

Nathalie Bartoli , Thierry Lefebvre , Sylvain Dubreuil , Romain Olivanti , Rémy Priem et al.
Aerospace Science and Technology, 2019, 90, pp.85-102. ⟨10.1016/j.ast.2019.03.041⟩
Journal articles hal-02149236v1

Noise Filtering and Uncertainty Quantification in Surrogate based Optimization

M. Giselle Fernandez-Godino , Raphael T. Haftka , Sivaramakrishnan Balachandar , Christian Gogu , Sylvain Dubreuil et al.
AIAA Scitech 2018, Gaylord Palms, Florida, USA, 8-12 January 2018, 2018, Florida, United States
Conference papers hal-02020967v1
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HELICOPTER PRESIZING BY MULTIDISCIPLINARY -MULTI OBJECTIVE OPTIMIZATION

Pierre-Marie Basset , Arnault Tremolet , Nathalie Bartoli , Thierry Lefebvre
1st International Conference on Engineering and Applied Sciences Optimization, National Technical University of Athens, Jun 2014, Ile de Kos, Greece
Conference papers hal-01097075v1
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Combining Pareto Optimality with Nash Games in Multi-Objective Prioritized Optimization of an Aircraft Flight Performance

Jean-Antoine Désidéri , Julien Wintz , Nathalie Bartoli , Christophe David , Sébastien Defoort et al.
[Research Report] RR-9490, Inria - Sophia Antipolis; Acumes. 2022, pp.29
Reports hal-03817789v2

Data fusion with multi-fidelity Gaussian processes for aerodynamic experimental and numerical databases

Andrés F. López-Lopera , Nathalie Bartoli , Thierry Lefebvre , Sylvain Mouton
SIAM Conference on Computational Science and Engineering (CSE), Mar 2021, Fort Worth (virtual), United States
Conference papers hal-03196283v1
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Challenging Top Level Aircraft Requirements based on operations analysis and data-driven models, application to take-off performance design requirements

Nicolas Peteilh , Thierry Klein , Thierry Druot , Nathalie Bartoli , Rhea P Liem et al.
AIAA AVIATION 2020 FORUM, American Institute of Aeronautics and Astronautics, Jun 2020, Reno, NV, United States. ⟨10.2514/6.2020-3171⟩
Conference papers hal-02866381v1

Civil Aircraft Vehicle Design

Alessandro Sgueglia , Sylvain Dubreuil , Nathalie Bartoli
Springer Optimization and Its Applications, 156, pp.361-384, 2020, Aerospace System Analysis and Optimization in Uncertainty, 978-3-030-39126-3. ⟨10.1007/978-3-030-39126-3_10⟩
Book sections hal-03073772v1
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Mission Analysis, GNC and ATD for Reusable Launch Vehicles within ASCenSIon: multi-orbit multipayload injection, re-entry and safe disposal

Iñigo Alforja Ruiz , Lucía Ayala Fernández , Alice de Oliveira , Guillermo J Dominguez Calabuig , Jacopo Guadagnini et al.
IAC 2021 - 72nd International Astronautical Congress, Oct 2021, Dubaï, United Arab Emirates. pp.IAC-21-D2.4.6
Conference papers hal-03436658v1
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Towards the Industrialization of New MDO Methodologies and Tools for Aircraft Design

Anne Gazaix , François Gallard , Vincent Gachelin , Thierry Druot , Stéphane Grihon et al.
AIAA / ISSMO (18th Multidisciplinary Analysis and Optimization Conference - The American Institute of Aeronautics and Astronautics), Jun 2017, Denver, United States. pp. 1-23
Conference papers hal-01685517v1

Disciplinary proper orthogonal decomposition and interpolation for the resolution of parameterized multidisciplinary analysis

Gaspard Berthelin , Sylvain Dubreuil , Michel Salaün , Nathalie Bartoli , Christian Gogu et al.
International Journal for Numerical Methods in Engineering, 2022, 123 (15), pp.3594-3626. ⟨10.1002/nme.6981⟩
Journal articles hal-03878308v1
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Global Model of Aircraft Design: from Performance Requirements towards Architectures Optimization

Carlos Garcia-Rubio , Kittinan Thanissaranon , Jean-Charles Chaudemar , Nathalie Bartoli , Thierry Lefebvre et al.
Aerobest, Jul 2021, Lisbonne, Portugal. pp.343-362
Conference papers hal-03346221v1
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Multi-fidelity constrained Bayesian optimization, application to drone design

Rémy Charayron , Thierry Lefebvre , Nathalie Bartoli , Joseph Morlier
Conference on Artificial Intelligence for Defense CAID, Direction Générale de l’Armement (DGA), Nov 2021, Rennes, France
Conference papers hal-03891316v3
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Multi-fidelity Bayesian optimization strategy applied to Overall Drone Design

Rémy Charayron , Thierry Lefebvre , Nathalie Bartoli , Joseph Morlier
AIAA SCITECH 2023 Forum, Jan 2023, National Harbor, United States. pp.AIAA 2023-2366, ⟨10.2514/6.2023-2366⟩
Conference papers hal-04006425v1
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An improved approach to estimate the hyper-parameters of the kriging model for high-dimensional problems through the Partial Least Squares method

Mohamed Amine Bouhlel , Nathalie Bartoli , Abdelkader Otsmane , Joseph Morlier
Mathematical Problems in Engineering, 2016, 2016, pp.1-11. ⟨10.1155/2016/6723410⟩
Journal articles hal-01342357v1
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Optimisation adaptative basée sur les métamodèles

Nathalie Bartoli
Optimisation et contrôle [math.OC]. Université Toulouse III, 2019
Habilitation à diriger des recherches tel-02499582v1

Vers des analyses de fiabilité à fidélité adaptative par l’utilisation de modèles en base réduite

Morgane Menz , Christian Gogu , Sylvain Dubreuil , Nathalie Bartoli , Jérôme Morio et al.
10èmes journées Fiabilité des Matériaux et des Structures, Mar 2018, Bordeaux, France
Conference papers hal-02056875v1
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Reduced order models for heat flux and pressure distributions on space debris afterbodies

Vincent Drouet , Ysolde Prévereaud , Jean-Marc Moschetta , Nathalie Bartoli , Sylvain Dubreuil et al.
Acta Astronautica, 2021, 181, pp.446-460. ⟨10.1016/j.actaastro.2020.12.018⟩
Journal articles hal-03140233v1
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SEGOMOE: Super Efficient Global Optimization with Mixture of Experts

Rémy Priem , Nathalie Bartoli , Youssef Diouane , Thierry Lefebvre , Sylvain Dubreuil et al.
Workshop CIMI Optimization & Learning, Sep 2018, Toulouse, France. 2018, ⟨10.13140/RG.2.2.14377.01120⟩
Poster communications hal-02944011v1

Propagation d’incertitude de modèle pour l’optimisation multidisciplinaire

Sylvain Dubreuil , Nathalie Bartoli , Thierry Lefebvre , Christian Gogu
44ème Congrès National d'Analyse Numérique CANUM 2018, May 2018, Cap d'Agde, France
Conference papers hal-02056877v1