olivesgatech / Elastic-Impedance-Inversion-Using-Recurrent-Neural-NetworksLinks
Codes and data for a manuscript in Interpretation Journal, Aug 2019
☆20Updated 6 years ago
Alternatives and similar repositories for Elastic-Impedance-Inversion-Using-Recurrent-Neural-Networks
Users that are interested in Elastic-Impedance-Inversion-Using-Recurrent-Neural-Networks are comparing it to the libraries listed below
Sorting:
- Convolutional neural network for seismic impedance inversion☆88Updated 6 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
- 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
- Seismic data processing with ML and deep learning☆72Updated 6 years ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆29Updated 3 years ago
- Contains codes for our work on active learning on seismic interpretation.☆10Updated 2 years 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
- A python toolbox for generating seismic training samples, integrated with pytorch☆57Updated 6 years ago
- Repository for the paper "Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising" (IEEE TGRS)☆95Updated 7 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
- Set of seismic modeling and inversion examples using Devito for different wave equations.☆35Updated 7 months ago
- A bag of Marchenko algorithms implemented on top of PyLops☆24Updated 2 years ago
- Deep-learning inversion: A next-generation seismic velocity model building method☆210Updated 3 years ago
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆21Updated 2 years ago
- Python Implementation of a Wasserstein-GAN with gradient penalty (WGAN-GP) to solve the Seismic inversion for acoustic impedance of Marmo…☆11Updated 3 years ago
- A Volve-alike synthetic dataset for testing of seismic processing and imaging algorithms☆13Updated last year
- Seismic Velocity Modeling using Deep Transfer Learning☆19Updated 5 years ago
- ☆27Updated 3 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆47Updated last year
- SEAM I open sourced 2D line for creating synthetic prestack seismic☆12Updated 6 years ago
- A pytorch-based package for seismic invesrion with automatic differentiation.☆78Updated last year
- Matlab research tools to read, write and process seismic data☆101Updated 8 months ago
- Self-Supervised Multitask 3-D Partial Convolutional Neural Network for Random Noise Attenuation and Reconstruction in 3-D Seismic Data☆12Updated 2 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆74Updated 3 years ago
- CIGVis is a tool for geophysical data visualization, which developed by Computational Interpretation Group (CIG)☆116Updated 4 months ago
- Elastic Full-Waveform Inversion Integrated with PyTorch☆90Updated 4 years ago
- Deep Denoising Autoencoder for Seismic Random Noise Attenuation☆32Updated 4 years ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆41Updated 5 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆85Updated 3 weeks ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆42Updated 2 years ago