A simple parameter reconstruction workflow using well-established machine learning algorithms and neural networks. The workflow is implemented and explained step-by-step in a Jupyter notebook.
python
machine-learning
tensorflow
scikit-learn
regression
seaborn
neural-networks
data-generation
parameter-estimation
multi-target-regression
stress-strain-curves
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Updated
Oct 30, 2020 - Jupyter Notebook