wellbore

A collection of Wells/Drilling Engineering tools, focused on well trajectory planning for the time being.

The python tool for well trajectories

Torque and drag calculations

Calculate directional survey metadata points along the wellbore.

This is class project I conducted as team leader. I developed Matlab code to calculate the wellbore stability considering Mohr-Columb failure criteria in gemomechanical calculations. Example cases was studied using the code and based on results conclusions about wellbore stability during drilling was reached.

An investigation into the feasibility of using deep neural networks for local planning problems in well trajectory engineering.

See https://www.drillingmanual.com/directional-well-trajectory-calculation-profile-design-planning/

A transparent Python calculator for CO2 injection wellbore profiles, CCS/CCUS studies, CoolProp properties, and OPM Flow coupling.

Kaggle ROGII Wellbore Geology Prediction: particle-filter geosteering pipeline with neural correctors (WARP CNN, GRU-refiner), a leak-free validation harness, and a postmortem on why the public leaderboard was anti-correlated with the private one

WPF .NET 8 3D surface chart wellbore visualization with fast animated roller-coaster camera flythrough. Real terrain surface, multi-well trajectories as 3D tubes, drill target annotations, custom polygon colors, contour scale. Press keys 0-9 to fly down each well. Oil gas subsurface. Pe3doWpf Direct3D. ProEssentials v10 C#.

Liner force calculations are critical during well construction to ensure the liner reaches the desired depth and can be securely hung and cemented. These calculations determine axial loads, bending moments, and side forces, which are influenced by friction, buoyancy, and wellbore geometry.

Bronze-medal case study and leakage-resistant reference code for Kaggle ROGII Wellbore Geology Prediction

Reproducible ROGII wellbore geology workflow with grouped validation, guarded candidate selection, and Kaggle submission tooling.

Texas Oil & Gas Wells and Drilling Permits — County-Level Statistics (2026)