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  1. Article

    Open Access

    Machine 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...

    Kihoon Bang, Doosun Hong, Youngtae Park, Donghun Kim, Sang Soo Han in Nature Communications (2023)

  2. No Access

    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...

    Youngtae Park, Jack Sklansky in Journal of Classification (1989)