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