Uncovering structure-property relationships of materials by subgroup discovery

Uncovering structure-property relationships of materials by subgroup discovery

Subgroup discovery (SGD) is presented here as a data-mining approach to help find interpretable local patterns, correlations, and descriptors of a target property in materials-science data. Specifically, we will be concerned with data generated by density-functional theory calculations. At first, we...

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Bibliographic Details
Main Authors: Bryan R Goldsmith, Mario Boley, Jilles Vreeken, Matthias Scheffler, Luca M Ghiringhelli
Format: Article
Language:English
Published: IOP Publishing 2017-01-01
Series:New Journal of Physics
Subjects:
big-data analytics
data mining
pattern discovery
machine learning
octet binary semiconductors
gold clusters
Online Access:https://doi.org/10.1088/1367-2630/aa57c2

Internet

https://doi.org/10.1088/1367-2630/aa57c2

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