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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)