Digital Discovery
 2025
DOI: 10.1039/d4dd00298a
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Data efficiency of classification strategies for chemical and materials design

Quinn M. Gallagher,
Michael A. Webb

Abstract: We benchmark the performance of space-filling and active learning algorithms on classification problems in materials science, revealing trends in optimally data-efficient algorithms.

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