Digital rock dataset for use in machine learning research of permeability prediction

NIAID Data Ecosystem2026-03-13 收录

渗透率预测

数字岩石物理

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资源简介：

Digital rock dataset for use in machine learning research of permeability prediction

创建时间：

2022-08-08

Full scale, microscopically resolved tomographies of sandstone and carbonate rocks augmented by experimental porosity and permeability values

数字岩石物理

微观结构表征

About the Data We report a dataset containing full-scale, three-dimensional images of rock plugs for application in digital rock and capillary network analysis. Specifically, we have

DataCite Commons2023-06-12 更新80

Digital rock physics and laboratory considerations on a high-porosity volcanic rock: micro-XRCT data sets

数字岩石物理

材料科学

Reticulite (high-porosity volcanic rock) is a pyroclastic rock formed during intense Hawaiian fountaining events. The honeycombed network of bubbles is supported by glassy threads and forms a structur

doi.org2020-03-05 更新50

NPI-012-Segmented-Oil

数字岩石物理

油藏成像分析

Segmented oil phase for image: NPI-006-Filtered Segmentation performed using Watershed segmentation in Avizo. Image Dimension: 1024×1024×845 Image Type: 8 bit

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Digital rock physics: A geological driven workflow for the segmentation of anisotropic Ruhr sandstone: micro-XRCT data set

数字岩石物理

砂岩微观结构

The Ruhr sandstone is assigned to the Upper Carboniferous and is part of the Ruhr cyclothem located in North Rhine-Westphalia, which consists of clays, siltstones, mudstones, sandstones, and interbedd

DataCite Commons2024-12-13 更新80

Characterization of Pore Structure with Box Counting Fractal Dimension Based on Digital Rock

数字岩石物理

孔结构分析

This is a supplementary data set for a manuscript submitted to Journal of Geophysical Research: Solid Earth. This data set includes CT samples, process-based model, fractal dimensions calculated by th

NIAID Data Ecosystem50

Digital rock dataset for use in machine learning research of permeability prediction

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