High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft
Saves, Paul, Diouane, Youssef, Bartoli, Nathalie, Lefebvre, Thierry, Morlier, Joseph
Published in Structural and multidisciplinary optimization (01.05.2024)
Published in Structural and multidisciplinary optimization (01.05.2024)
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A mixed-categorical correlation kernel for Gaussian process
Saves, P., Diouane, Y., Bartoli, N., Lefebvre, T., Morlier, J.
Published in Neurocomputing (Amsterdam) (14.09.2023)
Published in Neurocomputing (Amsterdam) (14.09.2023)
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SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes
Saves, Paul, Lafage, Rémi, Bartoli, Nathalie, Diouane, Youssef, Bussemaker, Jasper, Lefebvre, Thierry, Hwang, John T., Morlier, Joseph, Martins, Joaquim R.R.A.
Published in Advances in engineering software (1992) (01.02.2024)
Published in Advances in engineering software (1992) (01.02.2024)
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A graph-structured distance for mixed-variable domains with meta variables
Hallé-Hannan, Edward, Audet, Charles, Diouane, Youssef, Digabel, Sébastien Le, Saves, Paul
Year of Publication 20.05.2024
Year of Publication 20.05.2024
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Journal Article
High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft
Saves, Paul, Youssef Diouane, Bartoli, Nathalie, Lefebvre, Thierry, Morlier, Joseph
Published in arXiv.org (02.02.2024)
Published in arXiv.org (02.02.2024)
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Journal Article
SMT 2.0: A Surrogate Modeling Toolbox with a focus on Hierarchical and Mixed Variables Gaussian Processes
Saves, Paul, Lafage, Remi, Bartoli, Nathalie, Youssef Diouane, Bussemaker, Jasper, Lefebvre, Thierry, Hwang, John T, Morlier, Joseph, Joaquim R R A Martins
Published in arXiv.org (23.01.2024)
Published in arXiv.org (23.01.2024)
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Journal Article