Multiscale Analysis of Woven Composites Using Hierarchical Physically Recurrent Neural Networks

Ehsan Ghane, Marina A. Maia, Iuri B. C. M. Rocha +2

Multiscale homogenization of woven composites requires detailed micromechanical evaluations, leading to high computational costs. Data-driven surrogate models based on neural netwo…