Database of Generated Rock Microstructures and their Computed Geometrical and Hydraulic Properties

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Authors: Sijmen Zwarts, Winston Lindqwister, Martin Lesueur
Cited by: 0
References: 51

Abstract

There is a strong link between a material’s microstructural features and its macroscopic physical properties. However, heterogeneities in real-world rock microstructures often result in strong cross-correlations between the microscopic features, making it difficult to evaluate the influence of individual characteristics. Minkowski functionals (MFs), a set of measures derived from integral geometry, have recently gained attention as a robust way to quantify microstructural features. Recent datasets include the computed MFs to study their influence, but typically lack variation in individual MFs and offer limited ability to isolate specific contributions. Therefore, we present a curated, open-source dataset of microstructures, including random packings with varying grain shapes and cemented configurations featuring complex void networks. For each microstructure, the corresponding MFs are computed alongside the results of Stokes flow simulations. The controlled variation in particle shape and packing fraction enables a broader range of MFs, allowing for targeted analysis of how specific microstructural features influence macroscopic properties. This dataset supports the development and validation of structure–property models.

Fields of Study & Subjects

Hydraulic Fracturing and Reservoir Analysis Image Processing and 3D Reconstruction Hydrocarbon exploration and reservoir analysis

Publication details

Journal / source
Scientific Data
Publisher
Springer Science and Business Media LLC
Volume
13
Issue
1
Publication date
30 April 2026
Language
EN