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subsurface-data

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

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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.

machine-learning log-analysis classification wire-line-logs well-logs lithology catboost-model xboost subsurface-data log-interpretation lithology-prediction los-classification
  • Updated Feb 22, 2025
  • Jupyter Notebook

GigasoftInc / winui-3d-surface-wellbore-flythrough-proessentials

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WinUI 3 oil and gas 3D wellbore visualization, .NET 10 C# - animated camera flythrough down multiple well trajectories over real terrain. Drill target annotations, 3D tube paths, contour scale. Press 0-9 to fly a well. Pe3doWinUI, Direct3D.

csharp animation terrain gpu-computing direct3d compute-shader oil-gas winui3 drilling-engineering winui-chart subsurface-data dotnet10 proessentials wellbore-geology
  • Updated Jul 24, 2026
  • C#

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