This is a repository for the paper "Transformer-based Missing Well Log Prediction".
☆18Nov 6, 2023Updated 2 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:
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Aug 17, 2022Updated 4 years ago
- MD Diffusion: Diffusion Models for Multidimensional Seismic Noise Attenuation and Super-Resolution☆16Sep 18, 2026Updated last month
- Using geophysical well logs to predict lithology☆16Apr 3, 2021Updated 5 years ago
- Porosity estimation from RW-PINNs☆18May 6, 2023Updated 3 years ago
- ☆14Feb 4, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This is for AI prediction using seismic attributes☆26Mar 9, 2020Updated 6 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
- An application of generative adversarial networks to seismic data processing (resolution ehancement and denoising).☆60Jun 16, 2024Updated 2 years ago
- Framework for computing seismic attributes with Python.☆49Jul 27, 2023Updated 3 years ago
- Seismic inversion using a neural network regulariser implemented as an ExternalOperator in Firedrake☆12Feb 3, 2023Updated 3 years ago
- ☆37Oct 18, 2024Updated last year
- Study AVO analysis☆18Apr 24, 2021Updated 5 years ago
- Karst segmentation in 3D seismic images☆19Nov 24, 2020Updated 5 years ago
- Create synthetic seismic volumes with various labelled river channels.☆27Aug 3, 2025Updated last year
- 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.
- 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…☆183Sep 28, 2026Updated 2 weeks ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆21May 26, 2021Updated 5 years ago
- This is the codes for Iterative Gradient Corrected Semi-Supervised Seismic Impedance Inversion via Swin Transformer☆20Jul 9, 2025Updated last year
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆15Jan 8, 2021Updated 5 years ago
- ☆12May 11, 2024Updated 2 years ago
- Maximal overlap discrete wavelet transform is combined with recurrent neural network to automate the labeling of seismic facies data. Th…☆21Jan 13, 2022Updated 4 years ago
- Source code of BI-Mamba for cardiovascular disease detection from two-view chest X-rays☆16Dec 10, 2025Updated 10 months ago
- Prediction of Equinor Volve well logs Data☆24Jul 11, 2020Updated 6 years ago
- Calculate permeability, Porosity, Pore Size distributions, Capillary Pressure, Formation Factor and Visualizations☆14Feb 8, 2023Updated 3 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.
- A Benchmark for Seismic Velocity Inversion from Synthetics☆48Jul 25, 2024Updated 2 years ago
- Supervised modeling of depth-labeled core image and well log datasets☆21Jun 29, 2021Updated 5 years ago
- ☆11Sep 25, 2022Updated 4 years ago
- 基于UNet、PatchGan网络的地震叠加数据去噪方法-tensorflow、Pytorch实现☆21Jan 20, 2022Updated 4 years ago
- Research in compressing convolutional layers of CNN using low-rank Tucker tensor decomposition☆12Nov 1, 2023Updated 2 years ago
- ResACEUnet: An improved Transformer Unet Model for 3D seismic fault detection☆38May 22, 2026Updated 4 months ago
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆29Nov 4, 2024Updated last year
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆26Mar 1, 2022Updated 4 years ago
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆33Mar 17, 2023Updated 3 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.
- We have used the new hierarchical carbonate reservoir benchmarking case study created by Costa Gomes J, Geiger S, Arnold D to be used for…☆26Aug 16, 2023Updated 3 years ago
- ☆12Oct 22, 2020Updated 5 years ago
- MudrockNet is a deep learning SEM image segmentation model for mudrocks to identify pores and silt size grains, and is based on Google’s …☆15Jul 6, 2022Updated 4 years ago
- ☆33Aug 19, 2022Updated 4 years ago
- ☆32Jun 18, 2026Updated 3 months ago
- A Python Package for Petrophysical Evaluation☆35Mar 14, 2025Updated last year
- This repo is for my class notes in 3D visualization for Geoscience data. The main page is https://yufengwa.github.io/3Dvis4Geodata/☆16Nov 27, 2023Updated 2 years ago