noodle-lab / Seismic-Facies-Analysis-DCAELinks
Unsupervised seismic facies analysis via deep convolutional autoencoders.
☆23Updated 3 years ago
Alternatives and similar repositories for Seismic-Facies-Analysis-DCAE
Users that are interested in Seismic-Facies-Analysis-DCAE are comparing it to the libraries listed below
Sorting:
- ☆38Updated 4 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…☆48Updated 3 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆54Updated 5 years ago
- 3D Fault Segmentation by U-Net☆54Updated 4 years ago
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆18Updated 8 months ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆73Updated 2 years ago
- Neural network based petrophysical property inversion☆36Updated 4 years ago
- Seismic inversion☆20Updated 3 years ago
- Convolutional neural network for seismic impedance inversion☆83Updated 5 years ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆40Updated 4 years ago
- Seismic data processing with ML and deep learning☆66Updated 5 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆82Updated 3 years ago
- ☆24Updated 3 years ago
- Using convolutional autoencoders to remove random noise from seismic data.☆17Updated 4 years ago
- Framework for computing seismic attributes with Python.☆48Updated last year
- Rock Physics Seismic inversion☆12Updated 7 months ago
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆30Updated 3 years ago
- Deep Denoising Autoencoder for Seismic Random Noise Attenuation☆30Updated 3 years ago
- Machine Learning/ Deep Learning processing Seismic data☆28Updated 4 years ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆40Updated 2 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆45Updated 11 months ago
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆41Updated 2 years ago
- Neural network based petrophysical property inversion☆12Updated 5 years ago
- Papers related to Deep Learning, GANs, applied to seismic☆32Updated 5 years ago
- This is for AI prediction using seismic attributes☆23Updated 5 years ago
- Matlab research tools to read, write and process seismic data☆93Updated 4 months ago
- Deep-learning inversion: A next-generation seismic velocity model building method☆197Updated 2 years ago
- Adjoint-state based AVO Inversion Method☆19Updated 2 years ago
- Repository for the paper "Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising" (IEEE TGRS)☆83Updated 2 months ago
- Contains codes for our work on active learning on seismic interpretation.☆10Updated 2 years ago