drilling-engineering

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

The python tool for well trajectories

Leveraging matplotlib to visualize well drilling and construction

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.

A repo containing Jupyter notebooks where ensemble algorithms are investigated to attempt predicting the downhole concentration of cuttings in oil wells using surface data.

A probability based approach to characterize lithology using drilling data and Random Forests

privacy-first web application for designing, visualizing, and exporting directional well trajectories

Lost Circulation Material

Symbolic Regression is used for developing ROP model.

An intelligent package for solving hydrogeology engineering issues

Change Point Detection task solutions and experiments for directional drilling operation at thin oil layer / Решение задачи поиска точек перехода между песчанистым и глинистым пластом во-время направленного бурения скважины.

A code for Machine Learning model to predict rate of penetration in Drilling operation with Linear Regression, Random Forest, and Decision Tree

Machine learning project for lithology classification from well log data using XGBoost. Predicts Sandstone, Shale, and Limestone from petrophysical logs.

3D Wellbore Trajectory Engine using Vectorized Minimum Curvature. Includes multi-language support (ES/EN/DE) and Equinor Volve validation dataset.

End-to-end supervised machine learning regression pipeline with data cleaning, imputation, leakage-aware splitting (time-based validation), and multi-model benchmarking to predict a key operational drilling target.

Interactive incremental economic decision platform for Underbalanced Drilling (UBD) operations in depleted, clay-sensitive reservoirs. Covers delta-CAPEX breakdown, breakeven analysis, multi-scenario ROI, sensitivity modeling, and production gain validation. Built for petroleum engineering research and field investment justification.

Physics-based surface-to-surface drilling rig simulator for generating synthetic EDR telemetry and directional well data.

Drilling engineering systems for drilling rig operations.

This repository hosts an interactive 3D Land Rig Substructure plot via Github Pages.

This repository hosts an integrated 3D Drill Bit plots via Github Pages.