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star_ccm_flow_simulator Public
This STAR CCM+ java code takes in two csv files (pore bodies and pore throats), use them to generate pore microstructures, and simulate fluid flow through it. The output of this script is a csv fil…
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micp_to_eptr Public
The notebook shows the principle behind the minimum incremental pore volume (MIPV) and estimating the effective pore-throat radius (EPTR) as outlined in steps in the paper above.
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This code creates CSV files for pore bodies and pore throats of stochastically generated 3D pore microsturtures. The files are intended to make 3D images/ surface files and run simulations in STAR-…
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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,…
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patchify_buki_mod Public
Slice and re-combine image data into 2D or 3D subvolumes of specific shape.
Python UpdatedDec 3, 2022 -
Stack_3D_Unet Public
unet_BukiMod is a modification to the U-net architecture for semantic segmentation of images.
Python UpdatedDec 3, 2022 -
Machine-Learning-Competition-2021 Public
Forked from pddasig/Machine-Learning-Competition-2021Jupyter Notebook UpdatedMay 20, 2022 -
permeability_calculator Public
perm_ calculator is a tool for rapid calculation of permeability from raw and processed MICP data. This will help save time spent on manually obtaining permeability estimates using Dastidar, Winlan…
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stat453-deep-learning-ss21 Public
Forked from rasbt/stat453-deep-learning-ss21STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2021)
Jupyter Notebook MIT License UpdatedFeb 3, 2022 -
xlearn Public
Forked from tomography/xlearnDeep learning toolbox for x-ray imaging
Python Other UpdatedAug 24, 2021 -
Machine-Learning-Competition-2020 Public
Forked from pddasig/Machine-Learning-Competition-2020SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis
Jupyter Notebook UpdatedOct 27, 2020
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