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hal-02233293v1  Conference papers
Mostafa Meliani, Nathalie Bartoli, Thierry Lefebvre, Mohamed-Amine Bouhlel, Joaquim Martins et al.  Multi-fidelity efficient global optimization : Methodology and application to airfoil shape design
AIAA Aviation 2019 Forum, Jun 2019, Dallas, United States. pp.1-18, ⟨10.2514/6.2019-3236⟩
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hal-02147432v1  Conference papers
M Menz, Christian Gogu, S Dubreuil, N Bartoli, J Morio. Couplage adaptatif des méthodes d'analyses de fiabilité par apprentissage actif basées sur les métamodèles de Krigeage et de la modélisation en base réduite
24ème Congrès Français de Mécanique,, Aug 2019, Brest, France
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hal-02147411v1  Conference papers
G Berthelin, S. Dubreuil, Michel Salaün, Christian Gogu, N. Bartoli. Couplage Optimisation et Réduction de Modèles par Projection Application à la conception avion avant-projet
14ème Colloque National en Calcul des Structures,, May 2019, Giens, France
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hal-01754791v1  Conference papers
Alessandro Sgueglia, Peter Schmollgruber, Nathalie Bartoli, Olivier Atinault, Emmanuel Bénard et al.  Exploration and Sizing of a Large Passenger Aircraft with Distributed Ducted Electric Fans
AIAA - Scitech 2018, Jan 2018, Kissimmee, United States. pp. 1-33
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hal-02056874v1  Conference papers
Sylvain Dubreuil, Nathalie Bartoli, Thierry Lefebvre, Christian Gogu. Efficient global multidisciplinary optimization based on surrogate models
AIAA Aviation Forum 2018, Jun 2018, Atlanta, GA, United States. ⟨10.2514/6.2018-3745⟩
hal-02056877v1  Conference papers
Sylvain Dubreuil, Nathalie Bartoli, Thierry Lefebvre, Christian Gogu. Propagation d’incertitude de modèle pour l’optimisation multidisciplinaire
44ème Congrès National d'Analyse Numérique CANUM 2018, May 2018, Cap d'Agde, France
hal-02056876v1  Conference papers
Sylvain Dubreuil, Nathalie Bartoli, Thierry Lefebvre, Christian Gogu. Multidisciplinary optimization based on Kriging surrogate models
International Workshop on Optimization and Learning: Challenges and Applications - OLA 2018, Feb 2018, Alicante, Spain
hal-02024378v1  Conference papers
Sylvain Dubreuil, Christian Gogu, Nathalie Bartoli, Thierry Lefebvre. An adaptive kriging based approach to robust optimization
2nd International Conference on Uncertainty Quantification in Computational Sciences and Engineering, Jun 2017, Rhodes Island, Greece
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hal-01717251v1  Journal articles
Mohamed Bouhlel, Nathalie Bartoli, Rommel G. Regis, Abdelkader Otsmane, Joseph Morlier. Efficient Global Optimization for high-dimensional constrained problems by using the Kriging models combined with the Partial Least Squares method
Engineering Optimization, Taylor & Francis, In press, ⟨10.1080/0305215X.2017.1419344⟩
hal-02020966v1  Conference papers
Peter Schmollgruber, J. Bedouet, N. Bartoli, E. Bénard, Yves Gourinat. Improvement of the Aircraft Design process for Air Traffic Management evaluations
Accepted, SciTech2018, AIAA Aerospace Sciences Meeting, Kissimmee Jan.2018, 2018, Florida, United States
hal-02020967v1  Conference papers
M. Giselle Fernandez-Godino, Raphael T. Haftka, Sivaramakrishnan Balachandar, Christian Gogu, Sylvain Dubreuil et al.  Noise Filtering and Uncertainty Quantification in Surrogate based Optimization
AIAA Scitech 2018, Gaylord Palms, Florida, USA, 8-12 January 2018, 2018, Florida, United States
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hal-02149236v1  Journal articles
Nathalie Bartoli, Thierry Lefebvre, Sylvain Dubreuil, Romain Olivanti, Rémy Priem et al.  Adaptive modeling strategy for constrained global optimization with application to aerodynamic wing design
Aerospace Science and Technology, Elsevier, 2019, 90, pp.85-102. ⟨10.1016/j.ast.2019.03.041⟩
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hal-02294310v1  Journal articles
Mohamed Bouhlel, John T. Hwang, Nathalie Bartoli, Rémi Lafage, Joseph Morlier et al.  A Python surrogate modeling framework with derivatives
Advances in Engineering Software, Elsevier, 2019, pp.102662. ⟨10.1016/j.advengsoft.2019.03.005⟩

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