This series of Jupyter Notebooks take you through various aspects of working with Python and Petrophysical data. A number of the notebooks are accompanied by either a Blog Post or a Medium article.
seismic_inversion_ml.py 3D porosity/saturation cubes Validation metrics (RMSE, R²) Visualization in Plotly/Mayavi Complete GitHub repository with professional README Comprehensive documentation (user ...
In petroleum geophysics, well logs are fundamental for subsurface characterization; however, missing logs frequently occur due to tool failure, legacy data gaps, or economic constraints, limiting ...