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Article
Automated design of multiple-class piecewise linear classifiers
A new method and a supporting theorem for designing multiple-class piecewise linear classifiers are described. The method involves the cutting of straight line segments joining pairs of opposed points (i.e., p...
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Open AccessMachine learning-enabled exploration of the electrochemical stability of real-scale metallic nanoparticles
Surface Pourbaix diagrams are critical to understanding the stability of nanomaterials in electrochemical environments. Their construction based on density functional theory is, however, prohibitively expensiv...