Philliec459 / Jupyter-Notebooks_for-Characterization-of-a-New-Open-Source-Carbonate-Reservoir-Benchmarking-Case-StView on GitHub
We have used the new hierarchical carbonate reservoir benchmarking case study created by Costa Gomes J, Geiger S, Arnold D to be used for reservoir characterization, uncertainty quantification and history matching.
☆26Aug 16, 2023Updated 3 years ago
Alternatives and similar repositories for Jupyter-Notebooks_for-Characterization-of-a-New-Open-Source-Carbonate-Reservoir-Benchmarking-Case-St
Users that are interested in Jupyter-Notebooks_for-Characterization-of-a-New-Open-Source-Carbonate-Reservoir-Benchmarking-Case-St are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Use of Sklearn to predict Petrophysical Rock Types (PRT) in an Arab D carbonate based on Clerke's Rosetta Stone Calibration data☆10Nov 10, 2021Updated 4 years ago
- We have developed a comprehensive Petrophysical Characterization Workflow for a carbonate field, and to demonstrate it, we have created a…☆12Aug 16, 2023Updated 3 years ago
- We are using Altair to Select Samples from a Poro-Perm Cross Plot and the respective Pc Curves or other data are then shown for the selec…☆13Apr 5, 2022Updated 4 years ago
- This repository includes a Geolog Project with Interactive Picket and Lithology Optimization performed within Geolog using python loglans☆13Mar 27, 2023Updated 3 years ago
- We have developed a simple, 1 layer neural network to estimate Rock Types☆20Nov 10, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This is an example of creating labeled images to be used in Keras image-segmentation training☆13Nov 10, 2021Updated 4 years ago
- Carbonate Reservoir Characterization workflow using Clerke’s carbonate Arab D Rosetta Stone calibration data to provide for a full pore s…☆26Apr 5, 2022Updated 4 years ago
- Predict Petrophysical Rock Types (PRT) using KNN☆13Nov 10, 2021Updated 4 years ago
- This is a repository that groups a diverse set of machine learning models that I have created, tackling problematics in the oil and gas i…☆17Dec 9, 2022Updated 3 years ago
- We have used Mihai's PetroGG and modified the program to be used with our shaley-sand Gulf Coast data. In this version we are using Vshal…☆13Jan 4, 2020Updated 6 years ago
- ☆38Oct 18, 2024Updated 2 years ago
- Web App to plot a LAS file in a Triple Combo Format☆16Dec 29, 2024Updated last year
- Calculate a Chart Book type of Neutron Density log analysis Porosity using Python's KNN☆18Nov 10, 2021Updated 4 years ago
- Prediction of Equinor Volve well logs Data☆24Jul 11, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Machine Learning Modeling of NMR-Derived T2 Porosity using Quad Combo, Wolfcamp and Spraberry Formations, Reagan County Texas☆12Aug 13, 2020Updated 6 years ago
- Signal/Image processing techniques applied to subsurface data☆15May 8, 2021Updated 5 years ago
- In this work, we will use Force2020 well data to employ Deep Learning for lithology prediction☆17Apr 22, 2021Updated 5 years ago
- Python utility for formation evaluation and petrophysical analysis support☆46Nov 29, 2025Updated 10 months ago
- Karst segmentation in 3D seismic images☆19Nov 24, 2020Updated 5 years ago
- This repository has all of the python code and methods for a Comprehensive interactive petrophysical analysis workflow using python’s Pan…☆16Nov 5, 2024Updated last year
- ☆32Jun 18, 2026Updated 4 months ago
- Examples on how to develop your own Machine Learning tools and workflows☆23Oct 26, 2023Updated 3 years ago
- Shaley-Sand Log Analysis Tutorial using Waxman-Smits and Dual-Water☆16Apr 5, 2022Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Can machines help us understand how to distinguish rock types?☆25Nov 28, 2021Updated 4 years ago
- Series of tutorials and codes for Petroleum Data Analytics & ML☆14Aug 27, 2022Updated 4 years ago
- Estimate Core-based Permeability from NMR well log data☆22Nov 10, 2021Updated 4 years ago
- ☆13Apr 20, 2021Updated 5 years ago
- Philliec459 / Altair-used-to-Visualize-and-Interrogate-well-by-well-Production-Data-from-Volve-FieldThe objective of this project is to interactively interrogate oil field production data using Altair☆17Sep 4, 2024Updated 2 years ago
- Intro to basic subsurface workflows using Google Colab☆18Jun 8, 2020Updated 6 years ago
- A comprehensive Open Source repository for Petrophysics, providing tools, scripts, and resources for analyzing subsurface data. Ideal for…☆93May 30, 2026Updated 4 months ago
- Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest☆18Sep 15, 2020Updated 6 years ago
- This is some very simple python code to view thin sections from a porosity vs. permeability cross plot using python's Altair and Pane☆50Aug 16, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Multiple experiments on geo-datasets☆15Jul 7, 2025Updated last year
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆21May 26, 2021Updated 5 years ago
- Exploration of machine learning in geoscience use cases☆91May 9, 2024Updated 2 years ago
- Teaching material for ML in Geoscience course☆100Dec 30, 2025Updated 9 months ago
- Python implementations in geophysical methods: seismic and gravity☆105Apr 22, 2026Updated 6 months ago
- A series of Jupyter notebooks showing how to load well log and petrophysical data in python.☆390May 22, 2023Updated 3 years ago
- A python package with useful functions for well log interpretation.☆77May 6, 2022Updated 4 years ago