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mohamed amine Bouhlel
mohamed amine Bouhlel
metrology department Intel
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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
3202019
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
2352016
Gradient-enhanced kriging for high-dimensional problems
MA Bouhlel, J Martins R.R.A.
Engineering with Computers, 2018
1472018
Efficient global optimization for high-dimensional constrained problems by using the Kriging models combined with the partial least squares method
MA Bouhlel, N Bartoli, RG Regis, A Otsmane, J Morlier
Engineering Optimization, 1-16, 2018
136*2018
Data-based approach for fast airfoil analysis and optimization
J Li, MA Bouhlel, JRRA Martins
AIAA Journal 57 (2), 581-596, 2019
1112019
Scalable gradient–enhanced artificial neural networks for airfoil shape design in the subsonic and transonic regimes
MA Bouhlel, S He, JRRA Martins
Structural and Multidisciplinary Optimization 61 (4), 1363-1376, 2020
682020
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, 2016
632016
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
402017
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
372019
Improvement of efficient global optimization with application to aircraft wing design
N Bartoli, MA Bouhlel, I Kurek, R Lafage, T Lefebvre, J Morlier, R Priem, ...
17th AIAA/ISSMO Multidisciplinary analysis and optimization conference, 4001, 2016
202016
Improvement of efficient global optimization with application to aircraft wing design
N Bartoli, MA Bouhlel, I Kurek, R Lafage, T Lefebvre, J Morlier, R Priem, ...
17th AIAA/ISSMO Multidisciplinary analysis and optimization conference, 4001, 2016
202016
Improvement of efficient global optimization with mixture of experts: methodology developments and preliminary results in aircraft wing design
N Bartoli, I Kurek, R Lafage, T Lefebvre, R Priem, MA Bouhlel, J Morlier, ...
17th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 2016
112016
Optimisation auto-adaptative en environnement d'analyse multidisciplinaire via les modèles de krigeage combinés à la méthode PLS
MA Bouhlel
Institut Supérieur de l'Aéronautique et de l'Espace, 2016
12016
Optimisation auto-adaptative en environnement d'analyse multidisciplinaire via les modèles de krigeage combinés à la méthode PLS
MA Bouhlel
Institut Supérieur de l'Aéronautique et de l'Espace, 2016
12016
Kriging combining partial least squares for optimization in high dimension
M Bouhlel, N Bartoli, J Morlier, A Ostmane
EngOpt 2014, 4th International Conference on Engineering Optimization …, 2014
12014
Surrogate models for optimization in high dimension using a mixed PLS/Kriging method
M Bouhlel, N Bartoli, J Morlier, A Ostmane
opti2014, 1st International Conference on Engineering and Applied Sciences …, 2014
12014
High Dimensional Efficient Global Optimization via Multi-Fidelity Surrogate Modeling
MM Meliani, N Bartoli, PJ Morlier, MA Bouhlel, PJRRA Martins
2018
Self-adaptive optimization of multidisciplinary analysis environment via Kriging models combined with the PLS method
MA Bouhlel
HAL 2016, 2016
2016
Surrogate models for optimization in high dimension using a mixed Kriging/PLS method
M Bouhlel, N Bartoli, J Morlier, A Otsmane
8th international Conference on Partial Least Squares and Related Methods …, 2014
2014
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