subsurface-data

There are 0 repository under subsurface-data topic.

RamySaleem / Machine-Predict-Lithologies-Using-Wireline-logs
To identify lithologies, geoscientists use subsurface data such as wireline logs and petrophysical data. However, this process is often tedious, repetitive, and time-consuming. This project aims to use machine learning techniques to predict lithology from petrophysical logs, which are direct indicators of lithology.
catboost-model classification lithology log-analysis machine-learning well-logs wire-line-logs xboost lithology-prediction log-interpretation los-classification subsurface-data
Language:Jupyter Notebook 11
RamySaleem / ThrustFaults-Displacement-Distance-Analysis
This study offers critical automatic workflows to examine the displacement–distance profiles and insert the mechanical stratigraphy.
coalmines data-analysis data-science data-structures displacement-distance eda fault-analysis faults fold-thrust models-visualisation plotting-in-python subsurface-data subsurface-interpretation thrust
Language:Jupyter Notebook 1

RamySaleem / Machine-Predict-Lithologies-Using-Wireline-logs