Gaussian processes with built-in dimensionality reduction: Applications to high-dimensional uncertainty propagation

Gaussian processes with built-in dimensionality reduction: Applications to high-dimensional uncertainty propagation. Tripathy, R., Bilionis, I., & Gonzalez, M. Journal of Computational Physics, 321:191–223, Elsevier BV, September, 2016.
doi bibtex

@Article{Tripathy2016,
    author      = {Rohit Tripathy and Ilias Bilionis and Marcial Gonzalez},
    title       = {Gaussian processes with built-in dimensionality reduction: Applications to high-dimensional uncertainty propagation},
    doi         = {10.1016/j.jcp.2016.05.039},
    journal     = {Journal of Computational Physics},
    month       = {September},
    pages       = {191--223},
    publisher   = {Elsevier {BV}},
    volume      = {321},
    year        = {2016}
}

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