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Data and Supplemental information for predicting the thermodynamic stability of perovskite oxides using machine learning models

To better present the machine learning work and the data used, we prepared a supplemental spreadsheet to organize the full training dataset prepared from DFT calculations, the individual elemental properties, the generated element-based descriptors derived from the elements present in each perovskit...

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Detalles Bibliográficos
Autores principales: Li, Wei, Jacobs, Ryan, Morgan, Dane
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5992996/
https://www.ncbi.nlm.nih.gov/pubmed/29892644
http://dx.doi.org/10.1016/j.dib.2018.05.007

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