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ORCIDNathalie Bartoli
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2020 – today
- 2024
[j5]Paul Saves
, Rémi Lafage, Nathalie Bartoli, Youssef Diouane, Jasper H. Bussemaker, Thierry Lefebvre, John T. Hwang, Joseph Morlier, Joaquim R. R. A. Martins:
SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes. Adv. Eng. Softw. 188: 103571 (2024)- [j4]Luiz F. T. Fernandez, Murat Bronz, Nathalie Bartoli, Thierry Lefebvre:
Development of a Mission-Tailored Tail-Sitter MAV. Unmanned Syst. 12(3): 611-625 (2024) - 2023
- [j3]Paul Saves, Youssef Diouane, Nathalie Bartoli, Thierry Lefebvre, Joseph Morlier:
A mixed-categorical correlation kernel for Gaussian process. Neurocomputing 550: 126472 (2023) - [i6]Paul Saves, Rémi Lafage, Nathalie Bartoli, Youssef Diouane, Jasper H. Bussemaker, Thierry Lefebvre, John T. Hwang, Joseph Morlier, Joaquim R. R. A. Martins:
SMT 2.0: A Surrogate Modeling Toolbox with a focus on Hierarchical and Mixed Variables Gaussian Processes. CoRR abs/2305.13998 (2023) - [i5]Paul Saves, Youssef Diouane, Nathalie Bartoli, Thierry Lefebvre, Joseph Morlier:
High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft. CoRR abs/2311.06130 (2023) - 2022
- [i4]Paul Saves, Youssef Diouane, Nathalie Bartoli, Thierry Lefebvre, Joseph Morlier:
A mixed-categorical correlation kernel for Gaussian process. CoRR abs/2211.08262 (2022) - 2020
- [j2]Morgane Menz, Christian Gogu, Sylvain Dubreuil, Nathalie Bartoli, Jérôme Morio:
Adaptive coupling of reduced basis modeling and Kriging based active learning methods for reliability analyses. Reliab. Eng. Syst. Saf. 196: 106771 (2020) - [i3]Rémy Priem, Nathalie Bartoli, Youssef Diouane, Alessandro Sgueglia:
Upper Trust Bound Feasibility Criterion for Mixed Constrained Bayesian Optimization with Application to Aircraft Design. CoRR abs/2005.05067 (2020) - [i2]Rémy Priem, Hugo Gagnon, Ian Chittick, Stephane Dufresne, Youssef Diouane, Nathalie Bartoli:
An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design. CoRR abs/2006.08434 (2020) - [i1]Morgane Menz, Sylvain Dubreuil, Jérôme Morio, Christian Gogu, Nathalie Bartoli, Marie Chiron:
Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes. CoRR abs/2011.15001 (2020)
2010 – 2019
- 2019
- [b1]Nathalie Bartoli:
Optimisation adaptative basée sur les métamodèles. (Surrogate-based and adaptive optimization). Paul Sabatier University, Toulouse, France, 2019 - [j1]Mohamed Amine Bouhlel, John T. Hwang, Nathalie Bartoli, Rémi Lafage, Joseph Morlier, Joaquim R. R. A. Martins:
A Python surrogate modeling framework with derivatives. Adv. Eng. Softw. 135 (2019)
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