selected publications
-
academic article
- Constrained efficient global multidisciplinary design optimization using adaptive disciplinary surrogate enrichment. Structural and Multidisciplinary Optimization. 67. 2024
- Disciplinary proper orthogonal decomposition and interpolation for the resolution of parameterized multidisciplinary analysis. International Journal for Numerical Methods in Engineering. 123:3594-3626. 2022
- Disciplinary Proper Orthogonal Decomposition and Interpolation for the resolution of parametrized Multidisciplinary Analysis. HAL (Le Centre pour la Communication Scientifique Directe). 2022
- Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes. Structural Safety. 93:102116-102116. 2021
- Towards an efficient global multidisciplinary design optimization algorithm. Structural and Multidisciplinary Optimization. 62:1739-1765. 2020
- Adaptive coupling of reduced basis modeling and Kriging based active learning methods for reliability analyses. Reliability Engineering & System Safety. 196:106771-106771. 2019
- Linear regression-based multifidelity surrogate for disturbance amplification in multiphase explosion. Structural and Multidisciplinary Optimization. 60:2205-2220. 2019
- Adaptive modeling strategy for constrained global optimization with application to aerodynamic wing design. Aerospace Science and Technology. 90:85-102. 2019
- Extreme value oriented random field discretization based on an hybrid polynomial chaos expansion — Kriging approach. Computer Methods in Applied Mechanics and Engineering. 332:540-571. 2018
- Évaluation de l’incertitude associée à l’interpolation de maillage dans un calcul couplé partitionné 2017
- Construction and identification of a D-Vine model applied to the probability distribution of modal parameters in structural dynamics. Mechanical Systems and Signal Processing. 98:190-208. 2017
- Propagation of Modeling Uncertainty by Polynomial Chaos Expansion in Multidisciplinary Analysis. Journal of Mechanical Design. 138. 2016
- Construction of bootstrap confidence intervals on sensitivity indices computed by polynomial chaos expansion. Reliability Engineering & System Safety. 121:263-275. 2013
-
blog posting
- Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes. arXiv (Cornell University). 2020
-
chapter
- A coupled parametric and nonparametric approach for modal analysis of a satellite. CRC Press eBooks. 5515-5522. 2014
-
conference paper
- Disciplinary surrogates for gradient-based optimization of multidisciplinary systems. . 2023
- Model Order Reduction and Bayesian Optimization for MDO problems. . 2022
- Variance Analysis of AK-MCS Failure Probability Estimator and Algorithmic Application. Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference. 4929-4929. 2020
- Couplage adaptatif des méthodes d'analyses de fiabilité par apprentissage actif basées sur les métamodèles de Krigeage et de la modélisation en base réduite. HAL (Le Centre pour la Communication Scientifique Directe). 2019
- Towards reliability analysis by adaptive sampling with multiple fidelity levels by the use of reduced basis methods. HAL (Le Centre pour la Communication Scientifique Directe). 2019
- Couplage Optimisation et Réduction de Modèles par Projection Application à la conception avion avant-projet. HAL (Le Centre pour la Communication Scientifique Directe). 2019
- Propagation d’incertitude de modèle pour l’optimisation multidisciplinaire. HAL (Le Centre pour la Communication Scientifique Directe). 2018
- Vers des analyses de fiabilité à fidélité adaptative par l’utilisation de modèles en base réduite. HAL (Le Centre pour la Communication Scientifique Directe). 2018
- Multidisciplinary optimization based on Kriging surrogate models. HAL (Le Centre pour la Communication Scientifique Directe). 2018
- An adaptive kriging based approach to robust optimization. HAL (Le Centre pour la Communication Scientifique Directe). 2017
- An adaptive optimization strategy based on mixture of experts for wing aerodynamic design optimization. 12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference. 2017
- Évaluation de l'incertitude associée à l'interpolation de maillage dans un calcul couplé partitionné. HAL (Le Centre pour la Communication Scientifique Directe). 2017
- Adaptive random field discretization for optimization under uncertainties. HAL (Le Centre pour la Communication Scientifique Directe). 2017
- Multidisciplinary optimization by surrogate models: handling epistemic uncertainties by polynomial chaos expansion. HAL (Le Centre pour la Communication Scientifique Directe). 2016
- Superposition modale probabiliste : identification de la loi jointe des valeurs propres et paramètres effectifs par la théorie des copules. HAL (Le Centre pour la Communication Scientifique Directe). 2015
- Construction of frequency response function confidence interval by a semi analytical approach. HAL (Le Centre pour la Communication Scientifique Directe). 2014
- Étude numérique de l'influence de la structure de dépendance des valeurs propres en synthèse modale probabiliste. HAL (Le Centre pour la Communication Scientifique Directe). 2013
- Synthèse modale probabiliste de systèmes à plusieurs degrés de liberté. HAL (Le Centre pour la Communication Scientifique Directe). 2013
-
document
Co-author Network