Follow
Nathalie Bartoli
Nathalie Bartoli
Senior researcher, ONERA - HDR Applied Mathematics
Verified email at onera.fr - Homepage
Title
Cited by
Cited by
Year
A Python surrogate modeling framework with derivatives
MA Bouhlel, JT Hwang, N Bartoli, R Lafage, J Morlier, JRRA Martins
Advances in Engineering Software 135, 102662, 2019
3972019
Improving kriging surrogates of high-dimensional design models by Partial Least Squares dimension reduction
MA Bouhlel, N Bartoli, A Otsmane, J Morlier
Structural and Multidisciplinary Optimization 53, 935-952, 2016
2732016
Efficient global optimization for high-dimensional constrained problems by using the Kriging models combined with the partial least squares method
M Amine Bouhlel, N Bartoli, RG Regis, A Otsmane, J Morlier
Engineering Optimization 50 (12), 2038-2053, 2018
1492018
Adaptive modeling strategy for constrained global optimization with application to aerodynamic wing design
N Bartoli, T Lefebvre, S Dubreuil, R Olivanti, R Priem, N Bons, ...
Aerospace Science and technology 90, 85-102, 2019
1272019
Surrogate modeling approximation using a mixture of experts based on EM joint estimation
D Bettebghor, N Bartoli, S Grihon, J Morlier, M Samuelides
Structural and multidisciplinary optimization 43, 243-259, 2011
782011
An Improved Approach for Estimating the Hyperparameters of the Kriging Model for High‐Dimensional Problems through the Partial Least Squares Method
MA Bouhlel, N Bartoli, A Otsmane, J Morlier
Mathematical Problems in Engineering 2016 (1), 6723410, 2016
772016
SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes
P Saves, R Lafage, N Bartoli, Y Diouane, J Bussemaker, T Lefebvre, ...
Advances in Engineering Software 188, 103571, 2024
742024
Multidisciplinary design optimization framework with coupled derivative computation for hybrid aircraft
A Sgueglia, P Schmollgruber, N Bartoli, E Benard, J Morlier, J Jasa, ...
Journal of Aircraft 57 (4), 715-729, 2020
582020
Exploration and sizing of a large passenger aircraft with distributed ducted electric fans
A Sgueglia, P Schmollgruber, N Bartoli, O Atinault, E Benard, J Morlier
2018 AIAA Aerospace Sciences Meeting, 1745, 2018
562018
Upper trust bound feasibility criterion for mixed constrained Bayesian optimization with application to aircraft design
R Priem, N Bartoli, Y Diouane, A Sgueglia
Aerospace Science and Technology 105, 105980, 2020
552020
Multi-fidelity efficient global optimization: Methodology and application to airfoil shape design
M Meliani, N Bartoli, T Lefebvre, MA Bouhlel, JRRA Martins, J Morlier
AIAA aviation 2019 forum, 3236, 2019
502019
An adaptive optimization strategy based on mixture of experts for wing aerodynamic design optimization
N Bartoli, T Lefebvre, S Dubreuil, R Olivanti, N Bons, JRRA Martins, ...
18th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 4433, 2017
502017
Methodological enhancements in MDO process investigated in the AGILE European project
T Lefebvre, N Bartoli, S Dubreuil, M Panzeri, R Lombardi, R D'Ippolito, ...
18th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 4140, 2017
422017
Robust and high‐order effective boundary conditions for perfectly conducting scatterers coated by a thin dielectric layer
N Bartoli, A Bendali
IMA journal of applied mathematics 67 (5), 479-508, 2002
412002
Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes
M Menz, S Dubreuil, J Morio, C Gogu, N Bartoli, M Chiron
Structural Safety 93, 102116, 2021
382021
Use of a certification constraints module for aircraft design activities
P Schmollgruber, N Bartoli, J Bedouet, S Defoort, Y Gourinat, E Benard, ...
17th AIAA aviation technology, integration, and operations conference, 3762, 2017
382017
An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design.
R Priem, H Gagnon, I Chittick, S Dufresne, Y Diouane, N Bartoli
AIAA aviation 2020 forum, 3152, 2020
362020
Extreme value oriented random field discretization based on an hybrid polynomial chaos expansion—Kriging approach
S Dubreuil, N Bartoli, C Gogu, T Lefebvre, JM Colomer
Computer Methods in Applied Mechanics and Engineering 332, 540-571, 2018
332018
Streamlining cross-organizational aircraft development: results from the AGILE project
PD Ciampa, PS Prakasha, F Torrigiani, JN Walther, T Lefebvre, N Bartoli, ...
AIAA Aviation 2019 Forum, 3454, 2019
312019
Towards the industrialization of new mdo methodologies and tools for aircraft design
A Gazaix, F Gallard, V Gachelin, T Druot, S Grihon, V Ambert, D Guénot, ...
18th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 3149, 2017
312017
The system can't perform the operation now. Try again later.
Articles 1–20