A Benchmark for Seismic Velocity Inversion from Synthetics
☆48Jul 25, 2024Updated 2 years ago
Alternatives and similar repositories for SNIST
Users that are interested in SNIST are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- StorSeismic: An approach to pre-train a neural network to store seismic data features☆33Jan 14, 2023Updated 3 years ago
- Notebooks for basic VSP processing☆38Apr 29, 2026Updated 2 months ago
- dgbpy is a framework for research and deployment of machine learning models from seismic and well data.☆13Updated this week
- Deep-learning inversion: A next-generation seismic velocity model building method☆221Aug 28, 2022Updated 3 years ago
- Full-Waveform Inversion workflow manager which automates the inversion process.☆28Jun 6, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Matlab package for the damped rank reduction method and its variants.☆21Mar 31, 2025Updated last year
- Deep learning seismic waveform inversion using pydsm☆10Mar 5, 2021Updated 5 years ago
- Leong, Z. X., Zhu, T., & Sun, A. Y. (2024). Time-lapse seismic inversion for CO2 saturation with SeisCO2Net: An application to Frio-II si…☆10Aug 23, 2024Updated last year
- Seismic Velocity Modeling using Deep Transfer Learning☆20Jul 13, 2020Updated 6 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆57Dec 9, 2019Updated 6 years ago
- Machine learning formulation for the Factored Eikonal Equation☆68Nov 3, 2020Updated 5 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆23Oct 26, 2023Updated 2 years ago
- CO2GraVISim is a reduced physics model of the flow of CO2 injected into a porous reservoir☆12Mar 25, 2025Updated last year
- This is for AI prediction using seismic attributes☆26Mar 9, 2020Updated 6 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.
- Full Waveform Inversion☆39Nov 11, 2018Updated 7 years ago
- Framework for computing seismic attributes with Python.☆48Jul 27, 2023Updated 2 years ago
- Seismic Waveform Inversion Toolbox☆277Jan 18, 2024Updated 2 years ago
- A collection of codes with OpenFWI project☆176Apr 7, 2025Updated last year
- Bag of really useful geoscience equations and stuff☆310Dec 19, 2023Updated 2 years ago
- Open geoscience datasets available in open databases from Google Drive, SEG Wiki, and US DoE Geothermal Data Repository OpenEi☆141Oct 8, 2021Updated 4 years ago
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆49Nov 4, 2024Updated last year
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆22Mar 24, 2023Updated 3 years ago
- Karst segmentation in 3D seismic images☆19Nov 24, 2020Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Tutorials from The Leading Edge column☆149Jun 25, 2018Updated 8 years ago
- SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain☆22May 5, 2024Updated 2 years ago
- Complex seismic data reconstruction and interpolation☆76Jan 2, 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
- Convolutional neural network for seismic impedance inversion☆94Nov 14, 2019Updated 6 years ago
- This is an open source program that contains 3D isotropic forward modeling and full waveform inversion.]☆20Jan 28, 2022Updated 4 years ago
- An application of generative adversarial networks to seismic data processing (resolution ehancement and denoising).☆60Jun 16, 2024Updated 2 years ago
- Elastic Full-Waveform Inversion Integrated with PyTorch☆93Sep 26, 2021Updated 4 years ago
- Generating seismic data and associated labels to train deep learning networks.☆130Updated this week
- 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.
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Aug 17, 2022Updated 3 years ago
- IPython notebook that generates an interactive overview of the Chevron SEG 2014 Full-waveform Inversion benchmark dataset☆18May 13, 2014Updated 12 years ago
- This repo shows two CNNs (WaveNet and Conditional Encoder-Decoder, CED) for seismic modeling and inversion.☆24May 29, 2021Updated 5 years ago
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆32Mar 17, 2023Updated 3 years ago
- Full waveform Inversion for microseismic events using sparsity constraints☆13Apr 15, 2019Updated 7 years ago
- Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks☆137Nov 12, 2019Updated 6 years ago
- Wave propagation modules for PyTorch.☆370Jul 2, 2026Updated 3 weeks ago