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Leverage electron properties to predict phonon properties via transfer learning for semiconductors

Electron properties are usually easier to obtain than phonon properties. The ability to leverage electron properties to help predict phonon properties can thus greatly benefit materials by design for applications like thermoelectrics and electronics. Here, we demonstrate the ability of using transfe...

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Detalles Bibliográficos
Autores principales: Liu, Zeyu, Jiang, Meng, Luo, Tengfei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7673693/
https://www.ncbi.nlm.nih.gov/pubmed/33148653
http://dx.doi.org/10.1126/sciadv.abd1356