Determination of the elastic parameters of a VTI medium from slowness sonic logging data using deep learning
Maksim Bazulin
Codes prepared for Computers and Geosciences journal
main.ipynb
The script is devoted to the neural network construction and training.
construct_dataset.ipynb
The script is devoted to dataset preparation.
extract_modes.ipynb
The script is devoted to dispersion modes extraction (data preprocessing)).
res_analysis_Cij.py
The script is devoted to the neural network testing and analysis of the results.