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Loïc Brevault
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Overview of Gaussian process based multi-fidelity techniques with variable relationship between fidelities, application to aerospace systems
L Brevault, M Balesdent, A Hebbal
Aerospace Science and Technology 107, 106339, 2020
702020
Efficient global optimization of constrained mixed variable problems
J Pelamatti, L Brevault, M Balesdent, EG Talbi, Y Guerin
Journal of Global Optimization 73, 583-613, 2019
632019
Bayesian optimization using deep Gaussian processes with applications to aerospace system design
A Hebbal, L Brevault, M Balesdent, EG Talbi, N Melab
Optimization and Engineering 22, 321-361, 2021
532021
Multi-objective multidisciplinary design optimization approach for partially reusable launch vehicle design
L Brevault, M Balesdent, A Hebbal
Journal of Spacecraft and Rockets 57 (2), 373-390, 2020
442020
Rare event probability estimation in the presence of epistemic uncertainty on input probability distribution parameters
M Balesdent, J Morio, L Brevault
Methodology and Computing in Applied Probability 18, 197-216, 2016
412016
Bayesian optimization of variable-size design space problems
J Pelamatti, L Brevault, M Balesdent, EG Talbi, Y Guerin
Optimization and Engineering 22, 387-447, 2021
392021
Reliability analysis in the presence of aleatory and epistemic uncertainties, application to the prediction of a launch vehicle fallout zone
L Brevault, S Lacaze, M Balesdent, S Missoum
Journal of Mechanical Design 138 (11), 111401, 2016
382016
Probability of failure sensitivity with respect to decision variables
S Lacaze, L Brevault, S Missoum, M Balesdent
Structural and Multidisciplinary Optimization 52, 375-381, 2015
342015
Multi-fidelity modeling with different input domain definitions using deep Gaussian processes
A Hebbal, L Brevault, M Balesdent, EG Talbi, N Melab
Structural and Multidisciplinary Optimization 63, 2267-2288, 2021
332021
Overview and comparison of gaussian process-based surrogate models for mixed continuous and discrete variables: Application on aerospace design problems
J Pelamatti, L Brevault, M Balesdent, EG Talbi, Y Guerin
High-Performance Simulation-Based Optimization, 189-224, 2020
332020
Decoupled multidisciplinary design optimization formulation for interdisciplinary coupling satisfaction under uncertainty
L Brevault, M Balesdent, N Bérend, R Le Riche
AIAA Journal 54 (1), 186-205, 2016
322016
Reliability-oriented sensitivity analysis in presence of data-driven epistemic uncertainty
G Sarazin, J Morio, A Lagnoux, M Balesdent, L Brevault
Reliability Engineering & System Safety 215, 107733, 2021
312021
Aerospace system analysis and optimization in uncertainty
L Brevault, M Balesdent, J Morio
Springer International Publishing, 2020
282020
Efficient global optimization using deep gaussian processes
A Hebbal, L Brevault, M Balesdent, EG Taibi, N Melab
2018 IEEE Congress on evolutionary computation (CEC), 1-8, 2018
282018
Comparison of different global sensitivity analysis methods for aerospace vehicle optimal design
L Brevault, M Balesdent, N Bérend, R Le Riche
10th World Congress on Structural and Multidisciplinary Optimization, WCSMO …, 2013
252013
Bayesian optimization using deep Gaussian processes
A Hebbal, L Brevault, M Balesdent, EG Talbi, N Melab
arXiv preprint arXiv:1905.03350, 2019
242019
Multi-objective optimization using deep Gaussian processes: application to aerospace vehicle design
A Hebbal, L Brevault, M Balesdent, EG Talbi, N Melab
AIAA Scitech 2019 Forum, 1973, 2019
232019
Preliminary study on launch vehicle design: Applications of multidisciplinary design optimization methodologies
L Brevault, M Balesdent, S Defoort
Concurrent Engineering 26 (1), 93-103, 2018
232018
Modified Covariance Matrix Adaptation–Evolution Strategy algorithm for constrained optimization under uncertainty, application to rocket design
R Chocat, L Brevault, M Balesdent, S Defoort
International Journal for Simulation and Multidisciplinary Design …, 2015
202015
How to deal with mixed-variable optimization problems: An overview of algorithms and formulations
J Pelamatti, L Brevault, M Balesdent, EG Talbi, Y Guerin
Advances in Structural and Multidisciplinary Optimization: Proceedings of …, 2018
192018
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Articles 1–20