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A non-linear dimension reduction methodology for generating data-driven stochastic input models - MaRDI portal

A non-linear dimension reduction methodology for generating data-driven stochastic input models (Q933330)

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scientific article; zbMATH DE number 5303109
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A non-linear dimension reduction methodology for generating data-driven stochastic input models
scientific article; zbMATH DE number 5303109

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    A non-linear dimension reduction methodology for generating data-driven stochastic input models (English)
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    21 July 2008
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    stochastic partial differential equations
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    data-driven models
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    non-linear embedding
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    manifold learning
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    model reduction
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    collocation methods
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    sparse grids
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    microstructure
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