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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-CCM+.

License: MIT License

MATLAB 100.00%
pore pore-network pore-scale pore-size-distribution porespy flow fluid fluid-simulation fluids

stochastic_pore_microstructural_generator's Introduction

Stochastic modelling of pore microstructures of heterogenous porous media.

Generating stochastic pore microstructural data.

Lead Invsestigator: Olubukola Ishola ([email protected])
Co-Investigator: Javier Vilcaez

Paper 1: Statistical and neural network analysis of the relationship between the stochastic nature of pore connectivity and flow properties of heterogeneous rocks.
DOI: https://doi.org/10.1016/j.jngse.2022.104719

Paper 2: Machine learning modeling of permeability in 3D heterogeneous porous media using a novel stochastic pore-scale simulation approach.
DOI: https://doi.org/10.1016/j.fuel.2022.124044

Paper 3: Augmenting Xray micro-CT data with MICP data for high resolution pore-microstructural and flow modelling of carbonate rocks.
DOI:

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-CCM+.

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