An algorithmically consistent macroscopic tangent operator for FFT-based computational homogenization

2017 ◽  
Vol 113 (4) ◽  
pp. 581-600 ◽  
Author(s):  
Felix Selim Göküzüm ◽  
Marc-André Keip
Keyword(s):  
Computational Homogenization ◽  
Tangent Operator

A data-driven computational homogenization method based on neural networks for the nonlinear anisotropic electrical response of graphene/polymer nanocomposites

2018 ◽  
Vol 64 (2) ◽  
pp. 307-321 ◽  
Author(s):  
Xiaoxin Lu ◽  
Dimitris G. Giovanis ◽  
Julien Yvonnet ◽  
Vissarion Papadopoulos ◽  
Fabrice Detrez ◽  
...  
Keyword(s):  
Neural Networks ◽  
Polymer Nanocomposites ◽  
Electrical Response ◽  
Homogenization Method ◽  
Computational Homogenization ◽  
Data Driven
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