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 (1), 197-216, 2016 | 27 | 2016 |
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 | 24 | 2016 |
Probability of failure sensitivity with respect to decision variables S Lacaze, L Brevault, S Missoum, M Balesdent Structural and Multidisciplinary Optimization 52 (2), 375-381, 2015 | 23 | 2015 |
Efficient global optimization of constrained mixed variable problems J Pelamatti, L Brevault, M Balesdent, EG Talbi, Y Guerin Journal of Global Optimization 73 (3), 583-613, 2019 | 16 | 2019 |
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), 2016 | 15 | 2016 |
Challenges and future trends in Uncertainty-Based Multidisciplinary Design Optimization for space transportation system design L Brévault, M Balesdent, N Bérend, R Le Riche 5th European conference for aeronautics and space sciences (EUCASS 2013), 2013 | 14 | 2013 |
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 | 13 | 2015 |
Contributions to multidisciplinary design optimization under uncertainty, application to launch vehicle design. L Brevault Ecole Nationale Supérieure des Mines de Saint-Etienne, 2015 | 12 | 2015 |
Multi-level hierarchical MDO formulation with functional coupling satisfaction under uncertainty, application to sounding rocket design L Brevault, M Balesdent, N Bérend, R Le Riche World Congress on Structural and Multidisciplinary Optimization, 7-12, 2015 | 12 | 2015 |
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 | 11 | 2019 |
Bayesian optimization using deep Gaussian processes A Hebbal, L Brevault, M Balesdent, EG Talbi, N Melab arXiv preprint arXiv:1905.03350, 2019 | 9 | 2019 |
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 | 8 | 2018 |
Advanced space vehicle design taking into account multidisciplinary couplings and mixed epistemic/aleatory uncertainties M Balesdent, L Brevault, NB Price, S Defoort, R Le Riche, NH Kim, ... Space Engineering, 1-48, 2016 | 8 | 2016 |
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 | 7 | 2020 |
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 | 7 | 2018 |
How to deal with mixed-variable optimization problems: An overview of algorithms and formulations J Pelamatti, L Brevault, M Balesdent, EG Talbi, Y Guerin World Congress of Structural and Multidisciplinary Optimisation, 64-82, 2017 | 7 | 2017 |
Decoupled UMDO formulation for interdisciplinary coupling satisfaction under uncertainty L Brévault, M Balesdent, N Bérend, R Le Riche 15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 3014, 2014 | 6 | 2014 |
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-10, 2013 | 6 | 2013 |
Bayesian optimization of variable-size design space problems J Pelamatti, L Brevault, M Balesdent, EG Talbi, Y Guerin Optimization and Engineering, 1-61, 2020 | 5 | 2020 |
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 | 4 | 2020 |