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Audet, C., Diouane, Y., Hallé-Hannan, E., Le Digabel, S., & Tribes, C. (2025). CatMADS: Mesh Adaptive Direct Search for constrained blackbox optimization with categorical variables. (Rapport technique n° G-2025-42). Lien externe
Bergou, E., Chada, N. K., & Diouane, Y. (2025). A Stochastic iteratively regularized Gauss–Newton method. Inverse Problems, 41(1), 015005 (22 pages). Disponible
Cordelier, O., Diouane, Y., Bartoli, N., & Laurendeau, É. (juillet 2025). Multi-Fidelity Constrained Bayesian Optimization with Application to Aircraft Wing Design [Communication écrite]. AIAA Aviation forum and ascend 2025, Las Vegas, NV, USA. Lien externe
Diouane, Y., Gollier, M., Habiboullah, M. L., & Orban, D. (2025). RegularizedOptimization.jl: A Julia framework for regularized and nonsmooth optimization. (Rapport technique n° G-2025-75). Lien externe
Farzin, A. A., Pun, Y.-M., Lesage-Landry, A., Diouane, Y., & Shames, I. (2025). Min-max optimisation for nonconvex-nonconcave functions using a random zeroth-order extragradient algorithm. Transactions on Machine Learning Research, 59 pages. Disponible
Hallé-Hannan, E., Audet, C., Diouane, Y., Le Digabel, S., & Saves, P. (2025). A distance for mixed-variable and hierarchical domains with meta variables. Neurocomputing, 131208. Lien externe
Hallé-Hannan, E., Audet, C., Diouane, Y., Le Digabel, S., & Tribes, C. (2025). Cat-Suite: A collection of optimization problems with categorical and quantitative variables for benchmarking. (Rapport technique n° G-2025-39). Lien externe
Saves, P., Nguyen Van, E., Bartoli, N., Lefèbvre, T., Diouane, Y., & Morlier, J. (janvier 2025). Sustainable Eco-Design of Hybrid-Electric Aircraft via Bayesian Optimization with Mixed Hierarchical Variables [Communication écrite]. Towards Sustainable Aviation Summit 2025, Toulouse, France. Lien externe
Tfaily, A., Bartoli, N., Diouane, Y., & Kokkolaras, M. (2025). Transfer learning in surrogate modeling with emphasis on aircraft design. (Rapport technique n° G-2025-50). Lien externe
