Pre-trained transformer model as a surrogate in multiscale computational homogenization framework for elastoplastic composite materials subjected to generic loading paths-Reference-Cited by-同舟云学术

Pre-trained transformer model as a surrogate in multiscale computational homogenization framework for elastoplastic composite materials subjected to generic loading paths

Published:2024-03 Issue: Volume:421 Page:116745
ISSN:0045-7825
Container-title:Computer Methods in Applied Mechanics and Engineering
language:en
Short-container-title:Computer Methods in Applied Mechanics and Engineering

Author:

Zhongbo Yuan,Hien Poh Leong^ORCID

Funder

Ministry of Education - Singapore

Publisher

Elsevier BV

Reference44 articles.

1. Multi-scale constitutive modelling of heterogeneous materials with a gradient-enhanced computational homogenization scheme;Kouznetsova;Internat. J. Numer. Methods Engrg.,2002

2. Multi-scale second-order computational homogenization of multi-phase materials: A nested finite element solution strategy;Kouznetsova;Comput. Methods Appl. Mech. Engrg.,2004

3. Computational homogenization of cellular materials;Nguyen;Int. J. Solids Struct.,2014

4. Multi-scale computational homogenization–localization for propagating discontinuities using X-FEM;Bosco;Internat. J. Numer. Methods Engrg.,2015

5. Computational homogenization at extreme scales;Mosby;Extreme Mech. Lett.,2016

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