Predicting the Elasto-Plastic Response of Short Fiber Composites Using Deep Neural Networks Trained on Micro-Mechanical Simulations - Friemann et al 2021a - Scipedia

Presentations to VIII Conference on Mechanical Response of Composites

J. Friemann, B. Dashtbozorg, M. Fagerström, M. Mirkhalaf

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Published on 31/08/21
Submitted on 31/08/21

Volume Numerical Methods II, 2021
DOI: 10.23967/composites.2021.086
Licence: CC BY-NC-SA license

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Keywords

Composite mechanics • Short fiber composites • Material mechanics • Micro mechanics • Elasto-plasticity • Mean field homogenization • Artificial neural networks • Deep neural networks • Recurrent neural networks

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