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Diouane, Y., Picheny, V., Riche, R. L., & Perrotolo, A. S. D. (2023). TREGO: a trust-region framework for efficient global optimization. Journal of Global Optimization, 86(1), 1-23. Lien externe
Goux, O., Gürol, S., Weaver, A. T., Diouane, Y., & Guillet, O. (2023). Impact of correlated observation errors on the conditioning of variational data assimilation problems. Numerical Linear Algebra with Applications, 35 pages. Lien externe
Saves, P., Diouane, Y., Bartoli, N., Lefebvre, T., & Morlier, J. (2023). A mixed-categorical correlation kernel for Gaussian process. Neurocomputing, 550, 126472 (14 pages). Lien externe
Bartoli, N., Lefebvre, T., Lafage, R., Saves, P., Diouane, Y., Morlier, J., Bussemaker, J. H., Donelli, G., Gomes de Mello, J. M., Mandorino, M., & Della Vecchia, P. (juillet 2023). Multi-objective bayesian optimization with mixed-categorical design variables for expensive-to-evaluate aeronautical applications [Communication écrite]. 2023 ECCOMAS Thematic Conference on Mutlidisciplinary Design Optimization of Aerospace Systems (AEROBEST 2023), Lisboa, Portugal (600 pages). Lien externe
Priem, R., Bartoli, N., Diouane, Y., Dubreuil, S., & Saves, P. (juin 2023). High-dimensional efficient global optimization using both random and supervised embeddings [Communication écrite]. AIAA AVIATION 2023 Forum, San Diego, CA, USA. Lien externe
Tfaily, A., Kokkolaras, M., Bartoli, N., & Diouane, Y. (juin 2023). Efficient Acquisition Functions for Bayesian Optimization in the Presence of Hidden Constraints [Communication écrite]. AIAA AVIATION 2023 Forum, San Diego, CA, USA. Lien externe