constitutiveRNN

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:

1. main: Example of training a model on muscle data
   
2. muscle_data: supplementary code file that reads in muscle data
   
3. muscle_mag_vals: data file for muscle tissue compressed to different final stretch magnitudes
   
4. muscle_rate_vals: data file for muscle tissue compressed at different stretch rates
   
5. plotting_tools: supplementary code containing plotting functions
   
6. viscRNN: supplementary code containing functions to build the constitutive recurrent neural networks