Upscaling the porosity-permeability relationship of a microporous carbonate to the Darcy scale with machine learning

Hannah P. Menke, Julien Maes, Sebastian Geiger

The permeability of a pore structure is typically described by stochastic representations of its geometrical attributes. Database-driven numerical solvers for large model domains c…