Library for performing multiphase simulations (based on the Shan-Chen model) in complicated geometries (i.e. porous media 3D images)
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Updated
Dec 1, 2023 - Python
Library for performing multiphase simulations (based on the Shan-Chen model) in complicated geometries (i.e. porous media 3D images)
OpenFOAM solver for performing single- and two-phase flow simulations on hybrid-scale porous media.
Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography
Direct pore-scale simulation of single- and two-phase flow through confined media (alpha-release / experimental)
Reconstruction and image processing of micro-CT/nano-CT data taken at SPring-8 and APS Argonne.
ITK Image IO for Scanco MicroCT .ISQ files
See the upstream repo and https://github.com/aliraeini/porescale
Software for processing output of Scanco uCT machines/ any ISQ or TIF producing machine, and producing data. See instructions.pdf for full explaination.
ITK filters to reduce ring artifacts common in x-ray computed tomography.
GUI-based neuronal network model building
The notebook demonstrates the workflow for obtaining pore size distribution from binarized micro-CT images. The general principle involves identifying each pore, estimating the volume of each pore, and ultimately determining the radius of a sphere with an equivalent volume of each pore.
AI-powered TaxaMask workbench for morphology mask annotation, taxonomic evidence review, 2D/STL datasets, and TIF/CT micro-CT volume workflows with SAM/VLM.
CoralLite: μCT reconstruction of coral colonies from individual corallites (CVBMC @ ICPR 2026)
Porosity REV (Representative Elementary Volume) from a segmented 3D image using random cube sampling.
Deep learning framework for micro-CT projection infilling - recovering missing projections to enable undersampled scanning with reduced radiation dose.
Image metric analysis (MTF, NPS, and NEQ) based on micro-CT reconstructions of the mCTP 610 quality assurance phantom (Shelley Automation Inc, Canada)
ImageJ/Fiji macro that crops any given image stack without having to load it into memory first.
3D surface segmentation of ancient Herculaneum papyrus scrolls from micro-CT scans. Dual-pipeline architecture: V1 (CE+Dice, clDice) and V2 (Focal Loss, Deep Supervision, Skeleton Recall). Built for the Vesuvius Challenge $200K Kaggle competition. CC BY-NC 4.0.
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