MudrockNet is a deep learning SEM image segmentation model for mudrocks to identify pores and silt size grains, and is based on Google’s DeepLab-v3+ architecture implemented with TensorFlow.
☆15Jul 6, 2022Updated 4 years ago
Alternatives and similar repositories for MudrockNet
Users that are interested in MudrockNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- DINOv2 meets geosciences: smart segmentation for messy CT scans☆21Sep 24, 2025Updated 10 months ago
- Project aimed to segment petrographic images taken from rock samples thin sections, in order to classify rock types.☆15Sep 30, 2021Updated 4 years ago
- Deep-learning X-Ray Micro-CT image enhancement, pore-network modelling and continuum modelling☆20Apr 26, 2023Updated 3 years ago
- Easily calling PhreeqcRM from Matlab☆18Jul 21, 2026Updated last week
- This is a repository for the paper "Transformer-based Missing Well Log Prediction".☆18Nov 6, 2023Updated 2 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.
- ☆32Jun 18, 2026Updated last month
- ☆12Nov 4, 2021Updated 4 years ago
- Using geophysical well logs to predict lithology☆16Apr 3, 2021Updated 5 years ago
- Functions and example notebooks for using/comparing different methods of geochemical multivariate outlier detection.☆22Feb 20, 2025Updated last year
- Seismic Fault Detection using CNN model☆15Sep 26, 2022Updated 3 years ago
- This repository was inspired from Divam Gupta's GitHub repository on Image Segmentation Keras☆23Nov 10, 2021Updated 4 years ago
- Lattice Boltzmann Methods Optimised for Parallel CPU-GPU systems☆14May 27, 2026Updated 2 months ago
- Prediction and control of fracture paths in disordered architected materials using graph neural networks☆12Apr 21, 2023Updated 3 years ago
- Author's implementation of A deep convolutional neural network for rock fracture image segmentation☆34Oct 1, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Open source python workflow to segment multiphase flow images☆22Nov 22, 2024Updated last year
- Implementation of `Towards fully autonomous seismic networks: backprojecting deep-learning-based phase time functions for earthquake moni…☆11Mar 13, 2022Updated 4 years ago
- A python package with useful functions for well log interpretation.☆74May 6, 2022Updated 4 years ago
- Deep learning seismic waveform inversion using pydsm☆10Mar 5, 2021Updated 5 years ago
- Python framework for data evaluation and crack width monitoring with distributed fibre optic sensors☆11Feb 10, 2026Updated 5 months ago
- The model uses the AE-GAN (Autoencoder Generative Adversarial Network) architecture for generating upsampled images. The model is trained…☆13May 25, 2020Updated 6 years ago
- 人工智能在石油测井上的应用包括采用机器学习,深度学习等相关方法进行岩性识别与相关测井曲线的回归。The application of artificial intelligence in well logging includes the use of machine le…☆179Jun 7, 2025Updated last year
- Field scale model generation and upscaling toolkit☆12Updated this week
- Conditioning of three-dimensional geological and pore scale generative adversarial networks☆36Aug 2, 2019Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- This is a plugin for ImageJ2 for multifractal analysis of 2D and 3D images. Cite: MULTIFRAC: An ImageJ plugin for multiscale characteriza…☆12Aug 28, 2020Updated 5 years ago
- We are using Altair to Select Samples from a Poro-Perm Cross Plot and the respective Pc Curves or other data are then shown for the selec…☆13Apr 5, 2022Updated 4 years ago
- FEniCS implementation of phase-field fracture model for brittle anisotropic materials☆14Aug 2, 2025Updated 11 months ago
- Starter theme for developing comprehensive theme on Open edX☆12Sep 21, 2016Updated 9 years ago
- Polymer property prediction with GNNs and deep set learning.☆34May 31, 2023Updated 3 years ago
- A Deep Residual U-Net like architecture for Crack segmentation in concrete structures.☆10Aug 19, 2020Updated 5 years ago
- Generator of SMILES string from bigSMILES with extension☆36May 15, 2025Updated last year
- ☆13Jun 7, 2023Updated 3 years ago
- Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multi-phase flow in heterogeneous random media☆16Apr 17, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Digital rocks☆13Aug 31, 2023Updated 2 years ago
- Numerical solution for coupling fluid flow and fracture propagation in porous media due to fluid injection☆16Feb 12, 2023Updated 3 years ago
- Amazing themes for Open edX platform!☆13Dec 10, 2020Updated 5 years ago
- Analysis of dependencies for oil and gas related repos☆12May 22, 2023Updated 3 years ago
- Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome☆13Oct 19, 2024Updated last year
- This repository implements a variety of sequence model architectures from scratch in PyTorch. Effort has been put to make the code well s…☆12Jun 25, 2021Updated 5 years ago
- This repository contains Python scripts and Jupyter notebooks for various tasks related to petroleum engineering.☆12Oct 30, 2024Updated last year