Machine learning-enabled exploration of the electrochemical stability of real-scale metallic nanoparticles
Machine learning-enabled exploration of the electr…
Surface Pourbaix diagrams are critical to understanding the stability of nanomaterials in electrochemical environments. Their construction based on density functional theory is, however, prohibitively expensive for real-scale systems, such as several nanometer-size nanoparticles (NPs). Herein, with …
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Journal:
Nature Communications
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Vol:
14
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Page:
3004
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Year:
2023
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Authors:
Kihoon Bang, Doosun Hong, Youn…