most citedPhysically recurrent neural network for rate and path-dependent heterogeneous materials in a finite strain framework

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physics.comp-ph2025

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…