amustafa9 / tcn-seismic-inversionLinks
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:
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆72Updated 3 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
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Updated 3 years ago
- Convolutional neural network for seismic impedance inversion☆83Updated 5 years ago
- Seismic data processing with ML and deep learning☆66Updated 5 years ago
- 3D Fault Segmentation by U-Net☆54Updated 5 years ago
- Neural network based petrophysical property inversion☆36Updated 4 years ago
- Program for Seismic Wave Simulation☆36Updated 4 years ago
- Rock Physics Seismic inversion☆12Updated 9 months 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
- Framework for computing seismic attributes with Python.☆48Updated 2 years ago
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆20Updated 9 months ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆47Updated last year
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆81Updated 2 weeks ago
- 3D Seismic VIZ, Working with Database☆11Updated 3 years ago
- A Volve-alike synthetic dataset for testing of seismic processing and imaging algorithms☆12Updated last year
- Codes and data for a manuscript in Interpretation Journal, Aug 2019☆18Updated 5 years ago
- The code of Paper 'SeisCLIP: A seismology foundation model pre-trained by multimodal data for multipurpose seismic feature extraction'☆51Updated last year
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆23Updated 3 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆82Updated 3 years ago
- Lithology identification by using well log data is an initial and fundamental step within petroleum geosciences☆11Updated last year
- Using convolutional autoencoders to remove random noise from seismic data.☆17Updated 4 years ago
- Python Implementation of a Wasserstein-GAN with gradient penalty (WGAN-GP) to solve the Seismic inversion for acoustic impedance of Marmo…☆10Updated 3 years ago
- ☆24Updated 3 years ago
- ☆38Updated 4 years 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
- Papers related to Deep Learning, GANs, applied to seismic☆33Updated 5 years ago
- Deep Denoising Autoencoder for Seismic Random Noise Attenuation☆30Updated 4 years ago
- Seismic Velocity Modeling using Deep Transfer Learning☆20Updated 5 years ago
- Seismic wave modeling and reverse time migration - gpu implementation☆20Updated 9 years ago