Self-Supervised Multitask 3-D Partial Convolutional Neural Network for Random Noise Attenuation and Reconstruction in 3-D Seismic Data
☆12Mar 10, 2023Updated 2 years ago
Alternatives and similar repositories for self-supervised-3-DPCNN
Users that are interested in self-supervised-3-DPCNN are comparing it to the libraries listed below
Sorting:
- Repository for the paper "Adapting the residual dense network for seismic data denoising and upscaling"☆16Jul 26, 2023Updated 2 years ago
- ☆15Jul 3, 2024Updated last year
- this is the code implementation of “Seismic Data Reconstruction Based On Conditional Constraint Diffusion Model”☆27Mar 19, 2024Updated last year
- ☆16Apr 17, 2023Updated 2 years ago
- Deep Denoising Autoencoder for Seismic Random Noise Attenuation☆36Aug 11, 2021Updated 4 years ago
- An application of generative adversarial networks to seismic data processing (resolution ehancement and denoising).☆60Jun 16, 2024Updated last year
- Interpolation of seismic data through Deep Priors☆41Oct 6, 2023Updated 2 years ago
- ☆12Nov 19, 2023Updated 2 years ago
- 2D finite differences numerical modeling of seismic wave scattered by near-surface heterogeneities.☆11May 12, 2022Updated 3 years ago
- CNN-POCS algorithm for seismic data interpolation☆24Apr 17, 2020Updated 5 years ago
- Generating synthetic seismic data using pix2pix for fault detection model training☆10Mar 19, 2024Updated last year
- Contains codes for our work on active learning on seismic interpretation.☆11May 16, 2023Updated 2 years ago
- ☆29Aug 19, 2022Updated 3 years ago
- 2D/3D post-stack seismic amplitude/reservoir property in sgy/segy format☆14Mar 14, 2024Updated last year
- An unsupervised learning framework for 2D/3D seismic random noise attenuation☆17Sep 4, 2024Updated last year
- Deep Deconvolution for Seismic Waves with Real and Simulated Distributed Acoustic Sensing Data: State-of-the-Art Review☆14Dec 18, 2023Updated 2 years ago
- ☆18Oct 26, 2023Updated 2 years ago
- Rock Physics Seismic inversion☆15Nov 23, 2024Updated last year
- This is an offical implementation of the MT Forward Modeling using the EFKAN as presented in the article: EFKAN: A KAN-Integrated Neural …☆11Jan 2, 2025Updated last year
- Assignments for the ErSE328 Advanced Seismic Inversion course.☆11Apr 26, 2024Updated last year
- Seismic Spectral Enhancement Technique☆11Nov 10, 2023Updated 2 years ago
- Set of seismic modeling and inversion examples using Devito for different wave equations.☆37Apr 24, 2025Updated 10 months ago
- seismic segmentation and geobody detection in 3D seismic reflection data☆14Jul 25, 2024Updated last year
- Seismic processing tools☆13Dec 3, 2021Updated 4 years ago
- A Volve-alike synthetic dataset for testing of seismic processing and imaging algorithms☆16Apr 15, 2024Updated last year
- ☆15Mar 19, 2024Updated last year
- Repository for the paper "Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising" (IEEE TGRS)☆97Apr 27, 2025Updated 10 months ago
- Generating seismic data and associated labels to train deep learning networks.☆111Mar 13, 2025Updated 11 months ago
- SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain☆19May 5, 2024Updated last year
- Parabolic Radon Transform - least-squares solution via CG☆20Nov 5, 2022Updated 3 years ago
- python tools for seismic ground-roll (surface wave) simulation☆25Sep 11, 2024Updated last year
- Program for Seismic Wave Simulation☆38Jan 27, 2021Updated 5 years ago
- The first global synthetic dataset for physics-ML seismic wavefield modeling and full-waveform inversion☆24Jul 30, 2024Updated last year
- Complex seismic data reconstruction and interpolation☆72Jan 2, 2023Updated 3 years ago
- Codes and data for the paper: M. Alfarraj and G. AlRegib, "Semi-Supervised Learning for Acoustic Impedance Inversion," in Expanded Abstra…☆19Jan 17, 2021Updated 5 years ago
- Using convolutional autoencoders to remove random noise from seismic data.☆20Jun 10, 2021Updated 4 years ago
- TXED: the Texas Earthquake Dataset for AI☆20Feb 3, 2026Updated last month
- A Matlab package for the damped rank reduction method and its variants.☆21Mar 31, 2025Updated 11 months ago
- Seismic wave modeling and reverse time migration - gpu implementation☆22May 28, 2016Updated 9 years ago