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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 expensive for real-scale systems, such as several nanometer-size nanoparticles (NPs). Herein, with...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10213026/ https://www.ncbi.nlm.nih.gov/pubmed/37230963 http://dx.doi.org/10.1038/s41467-023-38758-1 |