This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured Gamma Ray (GR), Caliper, Resistivity logs and the interpreted porosity from a well.
☆38Sep 21, 2020Updated 6 years ago
Alternatives and similar repositories for synthetic_well-log_polynomial_regression
Users that are interested in synthetic_well-log_polynomial_regression are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- 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
- ☆42Aug 6, 2020Updated 6 years ago
- Machine Learning Modeling of NMR-Derived T2 Porosity using Quad Combo, Wolfcamp and Spraberry Formations, Reagan County Texas☆12Aug 13, 2020Updated 6 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
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Python utility for formation evaluation and petrophysical analysis support☆46Nov 29, 2025Updated 11 months ago
- We have developed a simple, 1 layer neural network to estimate Rock Types☆20Nov 10, 2021Updated 4 years ago
- Exploring various geoscience Python libraries (including Lasio, Welly and Striplog) with the Volve Field data set☆17Dec 8, 2022Updated 3 years ago
- 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
- Tools for managing well log data.☆18Mar 31, 2014Updated 12 years ago
- To identify lithologies, geoscientists use subsurface data such as wireline logs and petrophysical data. However, this process is often t…☆24Feb 22, 2025Updated last year
- The code describes how unsupervised ML can be applied to well log data for efficient clustering. A part of the well log data is provided.☆51Nov 28, 2018Updated 7 years ago
- Calculate a Chart Book type of Neutron Density log analysis Porosity using Python's KNN☆18Nov 10, 2021Updated 4 years ago
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch☆157Aug 16, 2019Updated 7 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Estimate Core-based Permeability from NMR well log data☆22Nov 10, 2021Updated 4 years ago
- TotalDepth is capable of processing and analysing petrophysical wireline logs.☆38Jun 3, 2026Updated 5 months ago
- Shaley-Sand Log Analysis Tutorial using Waxman-Smits and Dual-Water☆16Apr 5, 2022Updated 4 years ago
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Aug 17, 2022Updated 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
- Multiple experiments on geo-datasets☆15Jul 7, 2025Updated last year
- Open source petroleum engineering projects, useful scripts, functions, and jupyter notebooks☆21Nov 17, 2020Updated 5 years ago
- Using geophysical well logs to predict lithology☆16Apr 3, 2021Updated 5 years ago
- the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.☆198Dec 8, 2022Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Exploration of machine learning in geoscience use cases☆91May 9, 2024Updated 2 years ago
- This is a repository for the paper "Transformer-based Missing Well Log Prediction".☆18Nov 6, 2023Updated 3 years ago
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆78Oct 27, 2020Updated 6 years ago
- 人工智能在石油测井上的应用包括采用机器学习，深度学习等相关方法进行岩性识别与相关测井曲线的回归。The application of artificial intelligence in well logging includes the use of machine le…☆185Sep 28, 2026Updated last month
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆21May 26, 2021Updated 5 years ago
- Neural network based petrophysical property inversion☆41Sep 1, 2020Updated 6 years ago
- Nodal Analysis for Petroleum Production Engineering☆41Feb 25, 2019Updated 7 years ago
- A series of Jupyter notebooks showing how to load well log and petrophysical data in python.☆392May 22, 2023Updated 3 years ago
- This is for AI prediction using seismic attributes☆26Mar 9, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- LAS Explorer is a Streamlit web app that allows you to understand the contents of a LAS file. Also includes the ability to identify missi…☆48Jun 8, 2023Updated 3 years ago
- Prediction of Equinor Volve well logs Data☆24Jul 11, 2020Updated 6 years ago
- ☆56Feb 14, 2019Updated 7 years ago
- A petrophysics python package for geoscience python computing of conventional and unconventional formation evaluation. Reads las files an…☆209May 21, 2019Updated 7 years ago
- JavaScript for converting well-log standard .las file format to json format☆35Apr 24, 2026Updated 6 months ago
- In this work, we will use Force2020 well data to employ Deep Learning for lithology prediction☆17Apr 22, 2021Updated 5 years ago
- Petroleum Data Collector☆56May 23, 2021Updated 5 years ago