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Visual Design Intuition: Supplementary Materials from Visual design intuition: predicting dynamic properties of beams from raw cross-section images

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journal contribution
posted on 23.11.2021, 13:35 by Philippe M. Wyder, Hod Lipson
The Visual Design Intuition: Supplementary Materials file contains Appendix A through Appendix I. The appendix covers the following sections: Neural network architectures, polygon generation algorithm, roots for analytical eigenfrequency calculation, the effect of input image resolution on prediction accuracy, dataset vs. label performance table, training graphs, datasets, data generation, and COMSOL Multiphysics data analysis scripts.