Deep learning framework for multiscale finite element analysis based on data-driven mechanics and data augmentation
Author:
Funder
National Research Foundation of Korea
Ministry of Science, ICT and Future Planning
Publisher
Elsevier BV
Subject
Computer Science Applications,General Physics and Astronomy,Mechanical Engineering,Mechanics of Materials,Computational Mechanics
Reference77 articles.
1. Modeling of the mechanical properties of nanoparticle/polymer composites;Odegard;Polymer,2005
2. Scale bridging method to characterize mechanical properties of nanoparticle/polymer nanocomposites;Yang;Appl. Phys. Lett.,2008
3. Multi-scale modeling of cross-linked epoxy nanocomposites;Yu;Polymer,2009
4. The glass transition and thermoelastic behavior of epoxy based nanocomposites: a molecular dynamics study;Choi;Polymer,2011
5. The influence of nanoparticle size on the mechanical properties of polymer nanocomposites and the associated interphase region: a multiscale approach;Choi;Compos. Struct.,2015
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