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High fidelity FEM based on deep learning for arbitrary composite material structure

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Date of Publication:2024-05-31

Journal:Composite Structures

Volume:340

ISSN No.:0263-8223

Key Words:Coarse grid; Composite materials; Composite material structure; Composites material; Deep learning; Finite element method; GAN; High-fidelity; Microstructure; Multiscale FEM; Neural-networks; Probability distributions; Stiffness matrix; Stochastics; Stochastic stress analyse; Stochastic systems; Stresses analysis

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