five

Microstructure feature engineering data

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DataCite Commons2025-09-24 更新2025-04-17 收录
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https://darus.uni-stuttgart.de/citation?persistentId=doi:10.18419/DARUS-3366
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资源简介:
<p>The dataset contains image data of periodic microstructural representative volume elements (RVE), as well as the effective heat conductivity for multiple phase contrasts.<br> Various features and feature descriptors (explained in the related publication) are provided, as well as the computation thereof. The features were used in a machine learning regression setting (see related publication).<br> The data is split into two sets, one with 30.000 samples containing only one inclusion type per RVE and another set of 1.500 samples containing mixed inclusions.</p> The repository comes with a data loader suited for flexible indexing.
提供机构:
DaRUS
创建时间:
2023-02-27
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