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Assessment of Methods for Propeller Performance Calculation at High Incidence Angles

Luiz F. T. Fernandez , Murat Bronz , Nathalie Bartoli , Thierry Lefebvre
AIAA SCITECH 2023, Jan 2023, NATIONAL HARBOR, United States. ⟨10.2514/6.2023-2283⟩
Conference papers hal-04006384v1

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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Advancing Cross-Organizational Collaboration in Aircraft Development

Erik H Baalbergen , Jos Vankan , Luca Boggero , Jasper H. Bussemaker , Thierry Lefèbvre et al.
AIAA AVIATION 2022 Forum, Jun 2022, Chicago, United States. ⟨10.2514/6.2022-4052⟩
Conference papers hal-04065211v1
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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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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

Enhanced Kriging models within a Bayesian optimization framework to handle both continuous and categorical inputs

Paul Saves , Nathalie Bartoli , Youssef Diouane , Joseph Morlier , Thierry Lefebvre et al.
SIAM CSE21, Mar 2021, Fort Worth (virtual), United States
Conference papers hal-03402296v1
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Towards an Efficient Global Multidisciplinary Design Optimization algorithm

Sylvain Dubreuil , Nathalie Bartoli , Christian Gogu , Thierry Lefebvre
Structural and Multidisciplinary Optimization, In press, ⟨10.1007/s00158-020-02514-6⟩
Journal articles hal-02904829v1
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A general square exponential kernel to handle mixed-categorical variables for Gaussian process

Paul Saves , Youssef Diouane , Nathalie Bartoli , Thierry Lefebvre , Joseph Morlier et al.
AIAA AVIATION 2022 Forum, Jun 2022, Chicago (virtual), France. ⟨10.2514/6.2022-3870⟩
Conference papers hal-03700850v1