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.
☆14Updated 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☆73Updated 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…☆50Updated 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
- 3D Seismic VIZ, Working with Database☆10Updated 3 years ago
- Convolutional neural network for seismic impedance inversion☆89Updated 5 years ago
- Seismic data processing with ML and deep learning☆67Updated 6 years ago
- ☆39Updated 4 years ago
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Updated 3 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆85Updated 3 years ago
- Using convolutional autoencoders to remove random noise from seismic data.☆17Updated 4 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
- Neural network based petrophysical property inversion☆39Updated 5 years ago
- Seismic Foundation Model☆118Updated 10 months ago
- Deep Denoising Autoencoder for Seismic Random Noise Attenuation☆32Updated 4 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆47Updated last year
- Codes and data for a manuscript in Interpretation Journal, Aug 2019☆20Updated 6 years ago
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆21Updated 11 months ago
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆25Updated 3 years ago
- Using Convolution Neural Network for Seismic Fault Mapping☆18Updated 4 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆85Updated last week
- The code of Paper 'SeisCLIP: A seismology foundation model pre-trained by multimodal data for multipurpose seismic feature extraction'☆54Updated last year
- Repository for the paper "Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising" (IEEE TGRS)☆90Updated 6 months ago
- Maximal overlap discrete wavelet transform is combined with recurrent neural network to automate the labeling of seismic facies data. Th…☆17Updated 3 years ago
- Framework for computing seismic attributes with Python.☆48Updated 2 years ago
- A Volve-alike synthetic dataset for testing of seismic processing and imaging algorithms☆14Updated last year
- Deep-learning inversion: A next-generation seismic velocity model building method☆205Updated 3 years ago
- Program for Seismic Wave Simulation☆37Updated 4 years ago
- Tutorial material for self-supervised blind-spot and blind-mask denoising for random and coherent noise, respectively.☆15Updated last year
- ☆24Updated 4 years ago
- Seismic Velocity Modeling using Deep Transfer Learning☆19Updated 5 years ago