anyuzoey / CNNforFaultInterpretationLinks
Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset
☆74Updated 3 years ago
Alternatives and similar repositories for CNNforFaultInterpretation
Users that are interested in CNNforFaultInterpretation are comparing it to the libraries listed below
Sorting:
- ☆39Updated 5 years ago
- ☆24Updated 4 years ago
- Framework for computing seismic attributes with Python.☆48Updated 2 years 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…☆51Updated 4 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆86Updated 3 years ago
- Using Convolution Neural Network for Seismic Fault Mapping☆19Updated 4 years ago
- Seismic Foundation Model☆126Updated 11 months ago
- Seismic data processing with ML and deep learning☆72Updated 6 years ago
- Convolutional neural network for seismic impedance inversion☆88Updated 6 years ago
- Seismic Fault Detection using CNN model☆11Updated 3 years ago
- data-driven seismic horizon tracking using non-local dynamic time warping☆45Updated 6 years ago
- Neural network based petrophysical property inversion☆39Updated 5 years ago
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Updated 3 years ago
- Open source code for "cigFacies: a massive-scale benchmark dataset of seismic facies and its application"☆16Updated 9 months ago
- Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)☆260Updated 4 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆47Updated last year
- Automated Well-Tie☆38Updated 2 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
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆14Updated 4 years ago
- Automatic fault interpretation with optimal surface voting☆59Updated 6 years ago
- Create synthetic seismic volumes with various labelled river channels.☆17Updated 4 months ago
- Seismic Reservoir Modeling Python package☆110Updated last year
- Tutorial for creating seismic synthetics using GemPy and Devito☆25Updated 4 years ago
- Generating seismic data and associated labels to train deep learning networks.☆98Updated 8 months ago
- CIGVis is a tool for geophysical data visualization, which developed by Computational Interpretation Group (CIG)☆116Updated 4 months ago
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆26Updated 3 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆70Updated 5 years ago
- 3D Seismic VIZ, Working with Database☆10Updated 3 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆85Updated 3 weeks ago
- Repository for the paper "Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising" (IEEE TGRS)☆95Updated 7 months ago