This is a repository for the paper "Transformer-based Missing Well Log Prediction".
☆18Nov 6, 2023Updated 3 years ago
Alternatives and similar repositories for MWLT-Transformer-based-Missing-Well-Log-Prediction
Users that are interested in MWLT-Transformer-based-Missing-Well-Log-Prediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Seismic data interpretation with deep learning☆11Apr 19, 2020Updated 6 years ago
- Using geophysical well logs to predict lithology☆16Apr 3, 2021Updated 5 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
- 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
- Three-Dimensional Implicit Structural Modeling Using Convolutional Neural Network☆12Apr 3, 2024Updated 2 years ago
- 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.
- Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest☆18Sep 15, 2020Updated 6 years ago
- An application of generative adversarial networks to seismic data processing (resolution ehancement and denoising).☆60Jun 16, 2024Updated 2 years ago
- Rich Geological Features Are All You Need: Seismic Structure Identification Using Deep Learning in Complex Geological Contexts☆15Aug 8, 2025Updated last year
- MD Diffusion: Diffusion Models for Multidimensional Seismic Noise Attenuation and Super-Resolution☆16Sep 18, 2026Updated last month
- ☆14Feb 4, 2021Updated 5 years ago
- Porosity estimation from RW-PINNs☆18May 6, 2023Updated 3 years ago
- This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured…☆38Sep 21, 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
- Lithology identification by using well log data is an initial and fundamental step within petroleum geosciences☆15Jul 13, 2024Updated 2 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.
- Automated Well-Tie☆44Apr 26, 2023Updated 3 years ago
- Supervised modeling of depth-labeled core image and well log datasets☆21Jun 29, 2021Updated 5 years ago
- A Joint Inversion-Segmentation approach to Assisted Seismic Interpretation☆10Aug 1, 2022Updated 4 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
- Open source code for "ClinoformNet-1.0: stratigraphic forward modeling and deep learning for seismic clinoform delineation"☆12Feb 24, 2025Updated last year
- This is for AI prediction using seismic attributes☆26Mar 9, 2020Updated 6 years ago
- ResACEUnet: An improved Transformer Unet Model for 3D seismic fault detection☆38May 22, 2026Updated 5 months ago
- ☆38Oct 18, 2024Updated 2 years ago
- Seismic inversion using a neural network regulariser implemented as an ExternalOperator in Firedrake☆12Feb 3, 2023Updated 3 years ago
- 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.
- Framework for computing seismic attributes with Python.☆50Jul 27, 2023Updated 3 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆23Oct 26, 2023Updated 3 years ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆21May 26, 2021Updated 5 years ago
- Karst segmentation in 3D seismic images☆19Nov 24, 2020Updated 5 years ago
- Study AVO analysis☆18Apr 24, 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.☆199Dec 8, 2022Updated 3 years ago
- Assignments for the ErSE328 Advanced Seismic Inversion course.☆13Apr 26, 2024Updated 2 years ago
- Create synthetic seismic volumes with various labelled river channels.☆28Aug 3, 2025Updated last year
- A Python toolkit for pairwise stratigraphic correlation analysis among sediment cores and well-log data☆18Updated this week
- 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.
- Rock Physics Seismic inversion☆15Nov 23, 2024Updated last year
- seismic segmentation and geobody detection in 3D seismic reflection data☆14Jul 25, 2024Updated 2 years ago
- A Python code for semi-supervised Gaussian mixture models (ssGMM)☆18Feb 9, 2022Updated 4 years ago
- 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
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆15Jan 8, 2021Updated 5 years ago
- Exploring various geoscience Python libraries (including Lasio, Welly and Striplog) with the Volve Field data set☆17Dec 8, 2022Updated 3 years ago
- Python Implementation of a Wasserstein-GAN with gradient penalty (WGAN-GP) to solve the Seismic inversion for acoustic impedance of Marmo…☆15Aug 17, 2022Updated 4 years ago