amustafa9 / tcn-seismic-inversion
The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Seismic Data using Temporal Convolutional Network", in SEG Technical Program Expanded Abstracts, 2019.
☆11Updated 4 years ago
Alternatives and similar repositories for tcn-seismic-inversion
Users that are interested in tcn-seismic-inversion are comparing it to the libraries listed below
Sorting:
- Convolutional neural network for seismic impedance inversion☆80Updated 5 years ago
- Neural network based petrophysical property inversion☆36Updated 4 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆71Updated 2 years ago
- Seismic data processing with ML and deep learning☆62Updated 5 years ago
- ☆38Updated 4 years ago
- Codes and data for the paper: M. Alfarraj and G. AlRegib, "Semi-Supervised Learning for Acoustic Impedance Inversion," in Expanded Abstra…☆18Updated 4 years ago
- ☆23Updated 3 years ago
- Codes and data for a manuscript in Interpretation Journal, Aug 2019☆17Updated 5 years ago
- Framework for computing seismic attributes with Python.☆47Updated last year
- This is for AI prediction using seismic attributes☆23Updated 5 years ago
- Program for Seismic Wave Simulation☆34Updated 4 years ago
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆39Updated 2 years ago
- Using convolutional autoencoders to remove random noise from seismic data.☆17Updated 3 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆75Updated last month
- A Benchmark for Seismic Velocity Inversion from Synthetics☆44Updated 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…☆47Updated 3 years ago
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆23Updated 3 years ago
- Seismic Velocity Modeling using Deep Transfer Learning☆18Updated 4 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆81Updated 3 years ago
- T21 tutorial using Volve data☆30Updated 2 years ago
- Lithology identification by using well log data is an initial and fundamental step within petroleum geosciences☆11Updated 10 months ago
- 3D Seismic VIZ, Working with Database☆11Updated 2 years ago
- 3D Fault Segmentation by U-Net☆50Updated 4 years ago
- Papers related to Deep Learning, GANs, applied to seismic☆31Updated 5 years ago
- Deep Denoising Autoencoder for Seismic Random Noise Attenuation☆28Updated 3 years ago
- Machine Learning/ Deep Learning processing Seismic data☆28Updated 4 years ago
- Repository for the paper "Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising" (IEEE TGRS)☆79Updated 2 weeks ago
- The code of Paper 'SeisCLIP: A seismology foundation model pre-trained by multimodal data for multipurpose seismic feature extraction'☆48Updated 9 months ago
- seismic segmentation and geobody detection in 3D seismic reflection data☆12Updated 9 months ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆39Updated 2 years ago