A stacking method of machine learning applied to geological geophysical datasets for 3D geological modeling
☆19May 25, 2020Updated 6 years ago
Alternatives and similar repositories for GeoStack
Users that are interested in GeoStack are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for 3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels☆11Oct 13, 2020Updated 6 years ago
- A nearest neighbor multiple-point statistics method for fast geological modeling☆11Jan 25, 2022Updated 4 years ago
- Learning 3D Mineral Prospectivity from 3D Geological Models Using Convolutional Neural Networks☆18Sep 14, 2023Updated 3 years ago
- AuScope Geomodels Portal back-end☆16May 19, 2026Updated 5 months ago
- An open source project of 3D geological modeling.☆39Jun 2, 2026Updated 4 months ago
- 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.
- A python packages for geophysical data processing modeling, inversion and interpretation.☆13Dec 8, 2022Updated 3 years ago
- Machine learning script to classify rock facies from geophysical well-log measurements☆16Apr 4, 2019Updated 7 years ago
- Implicit 3D geological modeling and geostatistics☆31Mar 15, 2019Updated 7 years ago
- Neural network based petrophysical property inversion☆41Sep 1, 2020Updated 6 years ago
- DEPRECATED! See https://github.com/wanggy-1/cigChannel for the latest version☆15Oct 1, 2025Updated last year
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆15Jan 8, 2021Updated 5 years ago
- Stochastic geological modeling using Markov Random Field and Bayesian Machine Learning☆19Sep 18, 2023Updated 3 years ago
- A bank of training images☆20Aug 4, 2021Updated 5 years ago
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆22Mar 24, 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.
- Unconditional Geomodeling related work (codes, data, and results)☆19Jan 4, 2023Updated 3 years ago
- Python package for Multi-Objective Bayesian Optimisation and Joint Inversion☆69Jul 6, 2023Updated 3 years ago
- ☆24Sep 21, 2026Updated last month
- LoopStructural is an open-source 3D structural geological modelling library.☆298Oct 22, 2026Updated last week
- Coupling remote geological mapping in Google Earth with direct 3D geological modeling in GemPy.☆26Jun 28, 2018Updated 8 years ago
- A geological log data from a well in Kansas, USA is analyzed using Machine Learning (M.L.) techniques in Python. The data is overviewed, …☆15May 26, 2018Updated 8 years ago
- Parametric generation of conditional geological realizations using generative neural networks☆15Feb 11, 2019Updated 7 years ago
- An unsupervised machine learning algorithm for the segmentation of spatial data sets.☆64May 27, 2026Updated 5 months ago
- Public version of KarstNSim, a C++ code for Karstic Network Simulation☆10Oct 15, 2026Updated 2 weeks 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.
- Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training☆21Nov 21, 2021Updated 4 years ago
- Rock facies classification with xgboost and physics-motivated feature augmentation☆16Feb 20, 2019Updated 7 years ago
- Directly Conditional Facies Modeling Using an Improved Progressive Growing of Generative Adversarial Networks (GANs)☆24Oct 10, 2025Updated last year
- Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks☆49Mar 22, 2021Updated 5 years ago
- Python package for looking at the problems associated with geoscience datasets for data science☆17Mar 10, 2026Updated 7 months ago
- Matlab scripts for computing 2D and 3D sensitivity distributions for electric resistivity tomography (ERT) surface and cross-borehole (XB…☆11Apr 6, 2022Updated 4 years ago
- Snapshot Repository for the Manuscript "Hybrid CPU-GPU solution to regularized divergence-free curl-curl equations for electromagnetic in…☆29Jun 5, 2024Updated 2 years ago
- A collection of Python bulk import scripts for various data sources☆16Feb 28, 2022Updated 4 years ago
- Generating synthetic seismic data using pix2pix for fault detection model training☆10Mar 19, 2024Updated 2 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.
- ☆10Jul 15, 2026Updated 3 months ago
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Aug 17, 2022Updated 4 years ago
- MPSlib: a C++ class for Multiple-Point based sequential Simulation. To cite this software publication: http://www.sciencedirect.com/scien…☆11Jul 15, 2016Updated 10 years ago
- 2D finite difference seismic wave propagation☆10May 7, 2020Updated 6 years ago
- Image inpainting using Markov random field modelling☆11Jun 30, 2021Updated 5 years ago
- ☆14Jun 2, 2022Updated 4 years ago
- NSERC-USRA Funded Research Project on RBF Interpolation☆12Oct 20, 2016Updated 10 years ago