Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data
☆29Nov 4, 2024Updated last year
Alternatives and similar repositories for Seis2Rock
Users that are interested in Seis2Rock are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆11Nov 4, 2024Updated last year
- Rock Physics Seismic inversion☆15Nov 23, 2024Updated last year
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆33Mar 17, 2023Updated 3 years ago
- Seismic pre-stack data AVO three terms inversion☆27Dec 13, 2024Updated last year
- Multi-task learning for low-frequency extrapolation and elastic model building☆32Jun 27, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Convolutional neural network for seismic impedance inversion☆96Nov 14, 2019Updated 6 years ago
- This is the codes for Unsupervised Seismic Acoustic Impedance Inversion Based on Generative Diffusion Model.☆12Apr 2, 2025Updated last year
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆46Sep 20, 2022Updated 4 years ago
- Open source code for "ClinoformNet-1.0: stratigraphic forward modeling and deep learning for seismic clinoform delineation"☆12Feb 24, 2025Updated last year
- Python Implementation of a Wasserstein-GAN with gradient penalty (WGAN-GP) to solve the Seismic inversion for acoustic impedance of Marmo…☆15Aug 17, 2022Updated 4 years ago
- The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Sei…☆51Oct 28, 2021Updated 5 years ago
- This is the codes for Iterative Gradient Corrected Semi-Supervised Seismic Impedance Inversion via Swin Transformer☆20Jul 9, 2025Updated last year
- Neural network based petrophysical property inversion☆41Sep 1, 2020Updated 6 years ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆44Jan 2, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆53Nov 4, 2024Updated last year
- SEAM I open sourced 2D line for creating synthetic prestack seismic☆12Dec 22, 2018Updated 7 years ago
- Maximal overlap discrete wavelet transform is combined with recurrent neural network to automate the labeling of seismic facies data. Th…☆21Jan 13, 2022Updated 4 years ago
- Codes and data for the paper: M. Alfarraj and G. AlRegib, "Semi-Supervised Learning for Acoustic Impedance Inversion," in Expanded Abstra…☆21Jan 17, 2021Updated 5 years ago
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆31Oct 12, 2026Updated 2 weeks ago
- Seismic inversion using a neural network regulariser implemented as an ExternalOperator in Firedrake☆12Feb 3, 2023Updated 3 years ago
- Seismic inversion☆23Jul 24, 2021Updated 5 years ago
- Study AVO analysis☆18Apr 24, 2021Updated 5 years ago
- seismic segmentation and geobody detection in 3D seismic reflection data☆14Jul 25, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Adjoint-state based AVO Inversion Method☆23Feb 13, 2026Updated 8 months ago
- Three-Dimensional Implicit Structural Modeling Using Convolutional Neural Network☆12Apr 3, 2024Updated 2 years ago
- A tutorial for seismic processing of a 2D line☆22May 3, 2024Updated 2 years ago
- Seismic data interpretation with deep learning☆11Apr 19, 2020Updated 6 years ago
- Seismic Reservoir Modeling Python package☆126Jul 11, 2024Updated 2 years ago
- Generating synthetic seismic data using pix2pix for fault detection model training☆10Mar 19, 2024Updated 2 years ago
- Statistical Rock Physics via Avseth et al, 2005☆12Dec 31, 2022Updated 3 years ago
- 3D Seismic VIZ, Working with Database☆10May 19, 2022Updated 4 years ago
- seismic-well tie in Python☆37Nov 28, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆59Dec 9, 2019Updated 6 years ago
- Deep-learning inversion: A next-generation seismic velocity model building method☆222Aug 28, 2022Updated 4 years ago
- Website for Rock Physics Handbook 3rd edition☆43Nov 15, 2019Updated 6 years ago
- 2D/3D post-stack seismic amplitude/reservoir property in sgy/segy format☆14Mar 14, 2024Updated 2 years ago
- Seismic Spectral Enhancement Technique☆12Nov 10, 2023Updated 2 years ago
- Seismic Waveform Inversion Toolbox☆284Jan 18, 2024Updated 2 years ago
- ☆16Oct 21, 2026Updated last week