Self-Consistent Recurrent Neural Networks for Path Dependent Deformation

Author:

Yatkın Muhammed Adil,Kõrgesaar Mihkel,Romanoff Jani,Stuckner Joshua

Publisher

Elsevier BV

Reference33 articles.

1. On the path-dependence of the fracture locus in ductile materials -analysis;A A Benzerga;International Journal of Plasticity,2012

2. Ductile failure predictions using micromechanically-based computational models;L E B Daehli;Journal of the Mechanics and Physics of Solids,2022

3. Multi-scale constitutive modelling of heterogeneous materials with a gradient-enhanced computational homogenization scheme;V Kouznetsova;International Journal for Numerical Methods in Engineering,2002

4. Pre-trained transformer model as a surrogate in multiscale computational homogenization framework for elastoplastic composite materials subjected to generic loading paths;Y Zhongbo;Computer Methods in Applied Mechanics and Engineering,2024

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