Derivative-informed projected neural networks for high-dimensional parametric maps governed by PDEs (Q2060092)

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scientific article; zbMATH DE number 7442772
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Derivative-informed projected neural networks for high-dimensional parametric maps governed by PDEs
scientific article; zbMATH DE number 7442772

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    Derivative-informed projected neural networks for high-dimensional parametric maps governed by PDEs (English)
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    13 December 2021
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    deep learning
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    neural networks
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    parametrized PDEs
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    derivative-informed dimension reduction
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    active subspace
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    surrogate modeling
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