GitHub - tgulikers/ABAQUS_ANN_constitutive_model: Computational framework to implement an artificial neural network based constitutive model in Abaqus for mesh coarsening

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Computational framework to implement an artificial neural network based constitutive model in Abaqus for mesh coarsening

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Name		Name	Last commit message	Last commit date
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ANN_training_module		ANN_training_module
Data_generator_module		Data_generator_module
readme.txt		readme.txt

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The current folder contains the final Python code developed for the master's thesis of:
T.H.E. Gulikers
Delft University of Technology
Date: 24-11-2018

Two modules are presented: The data generator and the ANN training modules. To generate the UMAT, execute the 'createUMAT' function at the end of the ANN training script. a '.for' file is created that can be readily integrated in Abaqus as a constitutive model.