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

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tgulikers/ABAQUS_ANN_constitutive_model

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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.

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

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