Lithology identification by using well log data is an initial and fundamental step within petroleum geosciences
☆15Jul 13, 2024Updated 2 years ago
Alternatives and similar repositories for Lithology-Classification
Users that are interested in Lithology-Classification 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 Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Aug 17, 2022Updated 4 years ago
- FORCE Competition : Create a machine learning model that has the highest accuracy in prediction lithology from a suite of wireline logs☆15Nov 20, 2020Updated 5 years ago
- This repo is the results of drilling rate of penetration prediction on the MSEEL drilling dataset using various machine and deep learning…☆14Apr 24, 2022Updated 4 years ago
- Rock facies classification with xgboost and physics-motivated feature augmentation☆16Feb 20, 2019Updated 7 years ago
- This is a computational exercise for a practical application of FWI and RTM using synthetic data.☆12Apr 30, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Rock Facies characterization by using different machine learning algorithms☆11Nov 11, 2019Updated 6 years ago
- Exploring 118 wells of 1 MM+ rows and 29 columns of wireline petrophysical data using the Pandas library. Analysed & Visualised wirelin…☆14Feb 22, 2025Updated last year
- ☆42Aug 6, 2020Updated 6 years ago
- This is a repository for the paper "Transformer-based Missing Well Log Prediction".☆18Nov 6, 2023Updated 2 years ago
- In this work, we will use Force2020 well data to employ Deep Learning for lithology prediction☆17Apr 22, 2021Updated 5 years ago
- Library of petrophysical calculations☆17Jul 1, 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…☆186Sep 28, 2026Updated last month
- Throwing machine learning at the identification of seals from aerial photographs.☆10Dec 2, 2018Updated 7 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
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 开源的测井数据集 Open source well logging data set 适用于机器学习分析地下储层岩性识别与分类☆95Oct 11, 2026Updated 3 weeks ago
- A tutorial for seismic processing of a 2D line☆22May 3, 2024Updated 2 years ago
- ☆11Jun 11, 2022Updated 4 years ago
- This is for AI prediction using seismic attributes☆26Mar 9, 2020Updated 6 years ago
- An improved version of faultSeg by Wu et al. (2019)☆10May 13, 2025Updated last year
- Develop the time series recurrent neural network algorithms using LSTM and ARIMA in order 1) to forecast oil production of existing wells…☆12Apr 22, 2020Updated 6 years ago
- Python modules and scripts for seismic data processing☆34Feb 20, 2020Updated 6 years ago
- Sample project that creates a WPF based Custom Task Pane in Excel☆11Jul 9, 2015Updated 11 years ago
- ☆11Jan 24, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Geothermal drilling R.O.P using machine learning and deep learning☆13Mar 30, 2021Updated 5 years ago
- ☆13Feb 21, 2026Updated 8 months ago
- This repo provides a library and tool for converting WITSML documents between versions 1.4, 2.0, and 2.1 of the WITSML standard.☆20Mar 12, 2024Updated 2 years ago
- ResACEUnet: An improved Transformer Unet Model for 3D seismic fault detection☆38May 22, 2026Updated 5 months ago
- Repo for the Deep Learning Nanodegree Foundations program.☆10Nov 22, 2022Updated 3 years ago
- According to Building realistic structure models to train convolutional neural networks for seismic structural interpretation☆12Oct 12, 2023Updated 3 years ago
- A python implementation of missing value imputation with kNN☆13Jun 3, 2017Updated 9 years ago
- ☆12Jul 7, 2024Updated 2 years ago
- Cartographic layout designer for GeoLibre☆20Updated this week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Seismic data processing with ML and deep learning☆79Oct 16, 2019Updated 7 years ago
- Forward simulation and inversion of induced polarization effects in electromagnetic data☆20Sep 18, 2024Updated 2 years ago
- ☆12Mar 24, 2026Updated 7 months 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
- A Python toolkit for pairwise stratigraphic correlation analysis among sediment cores and well-log data☆18Oct 26, 2026Updated last week
- Seismic Data Processing using open source software Seismic Unix☆46Sep 29, 2024Updated 2 years ago
- ☆40Jul 3, 2020Updated 6 years ago