mengchuangji / PS-SGMs-seismicLinks
2024 TGRS Stochastic Solutions for Simultaneous Seismic Data Denoising and Reconstruction via Score-based Generative Models
☆17Updated last month
Alternatives and similar repositories for PS-SGMs-seismic
Users that are interested in PS-SGMs-seismic are comparing it to the libraries listed below
Sorting:
- this is the code implementation of “Seismic Data Reconstruction Based On Conditional Constraint Diffusion Model”☆25Updated last year
- Self-Supervised Multitask 3-D Partial Convolutional Neural Network for Random Noise Attenuation and Reconstruction in 3-D Seismic Data☆12Updated 2 years ago
- ☆15Updated last year
- ☆27Updated 3 years ago
- ☆15Updated last year
- According to Building realistic structure models to train convolutional neural networks for seismic structural interpretation☆10Updated 2 years ago
- Repository for the paper "Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising" (IEEE TGRS)☆96Updated 8 months ago
- Swin transformer for simultaneous denoising and interpolation of seismic data☆28Updated 2 years ago
- An application of generative adversarial networks to seismic data processing (resolution ehancement and denoising).☆60Updated last year
- CNN-POCS algorithm for seismic data interpolation☆24Updated 5 years ago
- Interpolation of seismic data through Deep Priors☆39Updated 2 years ago
- Repository for the paper "Adapting the residual dense network for seismic data denoising and upscaling"☆16Updated 2 years ago
- ☆16Updated 2 years ago
- python tools for seismic ground-roll (surface wave) simulation☆23Updated last year
- Official website of the GeoFWI project☆14Updated 3 months ago
- ☆17Updated 2 years ago
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆43Updated 3 years ago
- ☆44Updated 6 months 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
- Contains codes for our work on active learning on seismic interpretation.☆10Updated 2 years ago
- An unsupervised learning framework for 2D/3D seismic random noise attenuation☆17Updated last year
- A Matlab package for the damped rank reduction method and its variants.☆15Updated 4 months ago
- this is the code implementation of "SeisFusion: Constrained Diffusion Model with Input Guidance for 3D Seismic Data Interpolation and Rec…☆14Updated last year
- Matlab research tools to read, write and process seismic data☆102Updated 9 months ago
- Deep Denoising Autoencoder for Seismic Random Noise Attenuation☆33Updated 4 years ago
- Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training☆19Updated 4 years ago
- Seismic Data Reconstruction Using U-Net☆23Updated 3 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆86Updated 2 weeks ago
- Codes and data for a manuscript in Interpretation Journal, Aug 2019☆20Updated 6 years ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆30Updated 3 years ago