yxycug / Seismic-Facies-classificationLinks
☆38Updated 4 years ago
Alternatives and similar repositories for Seismic-Facies-classification
Users that are interested in Seismic-Facies-classification are comparing it to the libraries listed below
Sorting:
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆72Updated 3 years ago
- ☆24Updated 4 years ago
- Convolutional neural network for seismic impedance inversion☆86Updated 5 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆84Updated 3 years ago
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆257Updated 3 years ago
- Seismic data processing with ML and deep learning☆67Updated 5 years ago
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆14Updated 4 years ago
- Seismic Foundation Model☆118Updated 9 months ago
- olivesgatech / Estimation-of-acoustic-impedance-from-seismic-data-using-temporal-convolutional-networkThe repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Sei…☆49Updated 3 years ago
- T21 tutorial using Volve data☆33Updated 2 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆69Updated 5 years ago
- Framework for computing seismic attributes with Python.☆47Updated 2 years ago
- FaultSeg3D的pytorch版本☆19Updated last year
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Updated 3 years ago
- data-driven seismic horizon tracking using non-local dynamic time warping☆42Updated 6 years ago
- Neural network based petrophysical property inversion☆39Updated 5 years ago
- Automated Well-Tie☆33Updated 2 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆83Updated 3 weeks ago
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆24Updated 3 years ago
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆42Updated 3 years ago
- CIGVis is a tool for geophysical data visualization, which developed by Computational Interpretation Group (CIG)☆109Updated 2 months ago
- Demo of the Seismic Canvas project.☆83Updated 4 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆128Updated 2 years ago
- seismic segmentation and geobody detection in 3D seismic reflection data☆12Updated last year
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆240Updated 5 months ago
- Neural network based petrophysical property inversion☆11Updated 6 years ago
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆21Updated 11 months ago
- Repository for the paper "Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising" (IEEE TGRS)☆86Updated 5 months ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆46Updated last year
- Seismic Reservoir Modeling Python package☆108Updated last year