 | Monter d'un niveau |
Saves, P., Lafage, R., Bartoli, N., Diouane, Y., Bussemaker, J., Lefebvre, T., Hwang, J. T., Morlier, J., & Martins, J. R. R. A. (2024). SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes. Advances in Engineering Software, 188, 103571 (16 pages). Lien externe
Grapin, R., Diouane, Y., Morlier, J., Bartoli, N., Lefebvre, T., Saves, P., & Bussemaker, J. H. (juin 2022). Constrained multi-objective bayesian optimization with application to aircraft design [Communication écrite]. AIAA AVIATION 2022 Forum, Chicago, Illinois. Lien externe
Saves, P., Diouane, Y., Bartoli, N., Lefebvre, T., & Morlier, J. (juin 2022). A general square exponential kernel to handle mixed-categorical variables for Gaussian process [Communication écrite]. AIAA AVIATION 2022 Forum, Chicago, IL, USA. Lien externe
Rufato, R. C., Diouane, Y., Henry, J., Ahlfeld, R., & Morlier, J. (juin 2022). A mixed-categorical data-driven approach for prediction and optimization of hybrid discontinuous composites performance [Communication écrite]. AIAA AVIATION 2022 Forum, Chicago, IL, USA. Lien externe
Saves, P., Bartoli, N., Diouane, Y., Lefebvre, T., Morlier, J., David, C., Nguyen Van, E., & Defoort, S. (janvier 2022). Multidisciplinary design optimization with mixed categorical variables for aircraft design [Communication écrite]. AIAA SCITECH 2022 Forum, San Diego, CA, USA. Lien externe
Barjhoux, P.-J., Diouane, Y., Grihon, S., & Morlier, J. (2022). An outer approximation bi-level framework for mixed categorical structural optimization problems. Structural and Multidisciplinary Optimization, 65(8), 214 (20 pages). Lien externe
Saves, P., Bartoli, N., Diouane, Y., Lefebvre, T., Morlier, J., David, C., Van, E., & Defoort, S. (juillet 2021). Constrained Bayesian Optimization Over Mixed Categorical Variables, With Application to Aircraft Design [Communication écrite]. AeroBest 2021, Lisbonne, Portugal. Lien externe
Barjhoux, P.-J., Diouane, Y., Grihon, S., Bettebghor, D., & Morlier, J. (2020). A bi-level methodology for solving large-scale mixed categorical structural optimization. Structural and Multidisciplinary Optimization, 62(1), 337-351. Lien externe
Barjhoux, P.-J., Diouane, Y., Grihon, S., Bettebghor, D., & Morlier, J. (juin 2018). A Bilevel Methodology for solving a Structural Optimization Problem with both Continuous and Categorical Variables [Communication écrite]. Multidisciplinary Analysis and Optimization Conference (AIAA AVIATION Forum 2018), Atlanta, Georgia, USA. Lien externe
Barjhoux, P.-J., Diouane, Y., Grihon, S., Bettebghor, D., & Morlier, J. (juin 2017). Mixed Variable Structural Optimization: Toward an Efficient Hybrid Algorithm [Communication écrite]. 12th World Congress of Structural and Multidisciplinary Optimization (WCSMO 2017), Braunschweig, Germany. Lien externe
