Predicting Porosity, Permeability, and Tortuosity of Porous Media from Images by Deep Learning

Krzysztof M. Graczyk, Maciej Matyka

Convolutional neural networks (CNN) are utilized to encode the relation between initial configurations of obstacles and three fundamental quantities in porous media: porosity ($\phi$)…