A simple machine learning-based framework for faster multi-scale simulations of path-independent materials at large strains

Coupled multi-scale finite element analyses have gained traction over the last years due to the increasing available computational resources. Nevertheless, in the pursuit of accurate results within a reasonable time frame, replacing these high-fidelity micromechanical simulations with reduced-order...

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Bibliographic Details
Main Authors: Andrade Pires, F.M (Author), Cardoso Coelho, R.P (Author), Cardoso, J.S (Author), Carvalho Alves, A.F (Author), Couto Carneiro, A.M (Author)
Format: Article
Language:English
Published: Elsevier B.V. 2023
Subjects:
RVE
Online Access:View Fulltext in Publisher
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