olivesgatech / Estimation-of-acoustic-impedance-from-seismic-data-using-temporal-convolutional-networkView on GitHub
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.
☆51Oct 28, 2021Updated 4 years ago
Alternatives and similar repositories for Estimation-of-acoustic-impedance-from-seismic-data-using-temporal-convolutional-network
Users that are interested in Estimation-of-acoustic-impedance-from-seismic-data-using-temporal-convolutional-network are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Codes and data for a manuscript in Interpretation Journal, Aug 2019☆20Oct 1, 2019Updated 6 years ago
- Convolutional neural network for seismic impedance inversion☆95Nov 14, 2019Updated 6 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆57Dec 9, 2019Updated 6 years ago
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆45Sep 20, 2022Updated 3 years ago
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆26Nov 4, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆31May 14, 2022Updated 4 years ago
- Seismic pre-stack data AVO three terms inversion☆26Dec 13, 2024Updated last year
- 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
- Neural network based petrophysical property inversion☆41Sep 1, 2020Updated 5 years ago
- Papers related to Deep Learning, GANs, applied to seismic☆35Dec 22, 2019Updated 6 years ago
- Deep-learning inversion: A next-generation seismic velocity model building method☆221Aug 28, 2022Updated 3 years ago
- This is the codes for Iterative Gradient Corrected Semi-Supervised Seismic Impedance Inversion via Swin Transformer☆20Jul 9, 2025Updated last year
- Python Implementation of a Wasserstein-GAN with gradient penalty (WGAN-GP) to solve the Seismic inversion for acoustic impedance of Marmo…☆14Aug 17, 2022Updated 3 years ago
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆263May 9, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Contains codes for our work on active learning on seismic interpretation.☆11May 16, 2023Updated 3 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆92May 14, 2022Updated 4 years ago
- Framework for large-scale non-linear inverse problems☆17Sep 12, 2019Updated 6 years ago
- Deep Learning for Seismic Imaging and Interpretation☆475Sep 18, 2020Updated 5 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆23Oct 26, 2023Updated 2 years ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆44Jan 2, 2023Updated 3 years ago
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆32Mar 17, 2023Updated 3 years ago
- Self-Supervised Multitask 3-D Partial Convolutional Neural Network for Random Noise Attenuation and Reconstruction in 3-D Seismic Data☆13Mar 10, 2023Updated 3 years ago
- this is a case of seismic wave forward and inversion using PINN(physical-informed neural network)☆17Aug 25, 2022Updated 3 years ago
- 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.
- SEAM I open sourced 2D line for creating synthetic prestack seismic☆12Dec 22, 2018Updated 7 years ago
- Rock Physics Seismic inversion☆15Nov 23, 2024Updated last year
- 2D/3D post-stack seismic amplitude/reservoir property in sgy/segy format☆14Mar 14, 2024Updated 2 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆141Nov 18, 2022Updated 3 years ago
- Using convolutional autoencoders to remove random noise from seismic data.☆20Jun 10, 2021Updated 5 years ago
- This is for AI prediction using seismic attributes☆26Mar 9, 2020Updated 6 years ago
- Seismic Spectral Enhancement Technique☆11Nov 10, 2023Updated 2 years ago
- Seismic data full waveform inversion tutorial.☆57May 10, 2016Updated 10 years ago
- Prediction of Equinor Volve well logs Data☆24Jul 11, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks☆137Nov 12, 2019Updated 6 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆80Aug 10, 2022Updated 4 years ago
- Machine learning as seismic velocity-model building method for full-waveform inversion☆29Aug 27, 2020Updated 5 years ago
- This repository provides a MATLAB code for the Weight Quadrant Scan Method. This method allows transitions or boundaries detection from m…☆12Jan 30, 2019Updated 7 years ago
- MD Diffusion: Diffusion Models for Multidimensional Seismic Noise Attenuation and Super-Resolution☆16Sep 24, 2024Updated last year
- Seismic Waveform Inversion Toolbox☆278Jan 18, 2024Updated 2 years ago
- Machine Learning/ Deep Learning processing Seismic data☆31Jul 29, 2020Updated 6 years ago