Multioutput Gaussian Processes with Functional Data: A Study on Coastal
Flood Hazard Assessment

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Multioutput Gaussian Processes with Functional Data: A Study on Coastal Flood Hazard Assessment

28 July 2020

A. F. López-Lopera

François Bachoc

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Papers citing "Multioutput Gaussian Processes with Functional Data: A Study on Coastal Flood Hazard Assessment"

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Title
Asymptotic analysis for covariance parameter estimation of Gaussian processes with functional inputs Lucas Reding A. F. López-Lopera François Bachoc 68 1 0 26 Apr 2024
High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft P. Saves Y. Diouane N. Bartoli T. Lefebvre J. Morlier 99 5 0 10 Nov 2023
SMT 2.0: A Surrogate Modeling Toolbox with a focus on Hierarchical and Mixed Variables Gaussian Processes P. Saves R. Lafage N. Bartoli Y. Diouane J. Bussemaker T. Lefebvre John T. Hwang J. Morlier J. Martins MoE 87 71 0 23 May 2023
A mixed-categorical correlation kernel for Gaussian process P. Saves Y. Diouane N. Bartoli T. Lefebvre J. Morlier GP 64 20 0 15 Nov 2022