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Boosting kernel-based dimension reduction for jointly propagating spatial variability and parameter uncertainty in long-running flow simulators - MaRDI portal

Boosting kernel-based dimension reduction for jointly propagating spatial variability and parameter uncertainty in long-running flow simulators (Q887633)

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scientific article; zbMATH DE number 6498511
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English
Boosting kernel-based dimension reduction for jointly propagating spatial variability and parameter uncertainty in long-running flow simulators
scientific article; zbMATH DE number 6498511

    Statements

    Boosting kernel-based dimension reduction for jointly propagating spatial variability and parameter uncertainty in long-running flow simulators (English)
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    26 October 2015
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    computationally intensive flow model
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    spatially dependent input
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    high-dimension
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    basis set expansion
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    variable selection
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    component-wise gradient boosting
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