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PINN enhanced extended multiscale finite element method for fast mechanical analysis of heterogeneous materials - MaRDI portal

PINN enhanced extended multiscale finite element method for fast mechanical analysis of heterogeneous materials (Q6576389)

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scientific article; zbMATH DE number 7884736
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PINN enhanced extended multiscale finite element method for fast mechanical analysis of heterogeneous materials
scientific article; zbMATH DE number 7884736

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    PINN enhanced extended multiscale finite element method for fast mechanical analysis of heterogeneous materials (English)
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    22 July 2024
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    machine learning
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    physics-informed neural network
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    coarse/fine-scale element
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    domain decomposition method
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    cantilever beam
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    U-shaped beam
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