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Protocol to predict mechanical properties of multi-element ceramics using machine learning
Identifying and designing high-performance multi-element ceramics based on trial-and-error approaches are ineffective and expensive. Here, we present a machine-learning-accelerated method for prediction of mechanical properties of multi-element ceramics, based on the density functional theory calcul...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9304642/ https://www.ncbi.nlm.nih.gov/pubmed/35852942 http://dx.doi.org/10.1016/j.xpro.2022.101552 |