Code and data for automated viscoelastic model discovery for muscle tissue.
Scientific paper using this code: (https://doi.org/10.1016/j.jmbbm.2023.106021)
Files:
- main: Example of training a model on muscle data
- muscle_data: supplementary code file that reads in muscle data
- muscle_mag_vals: data file for muscle tissue compressed to different final stretch magnitudes
- muscle_rate_vals: data file for muscle tissue compressed at different stretch rates
- plotting_tools: supplementary code containing plotting functions
- viscRNN: supplementary code containing functions to build the constitutive recurrent neural networks