We provide the python scripts for pre-processing and training the ML models using the simulation data for our paper:
M. K. Mudunuru, E. L. D. Cromwell, H. Wang, and X. Chen (2022). Deep learning to estimate permeability using geophysical data. Advances in Water Resources, 167, p.104272.