High fidelity FEM based on deep learning for arbitrary composite material structure
Release Time:2024-06-07 Hits:
Date of Publication: 2024-05-31
Journal: Composite Structures
Volume: 340
ISSN: 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