252 citations · 819 across the 18 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
cond-mat.mtrl-sci2016★ 122 cited
Uncovering structure-property relationships of materials by subgroup discovery
B. R. Goldsmith, M. Boley, J. Vreeken +2
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-scie…
cond-mat.mtrl-sci2016★ 137 cited
Learning physical descriptors for materials science by compressed sensing
Luca M. Ghiringhelli, Jan Vybiral, Emre Ahmetcik +4
The availability of big data in materials science offers new routes for analyzing materials properties and functions and achieving scientific understanding. Finding structure in th…