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Electron transfer rules of minerals under pressure informed by machine learning

Electron transfer is the most elementary process in nature, but the existing electron transfer rules are seldom applied to high-pressure situations, such as in the deep Earth. Here we show a deep learning model to obtain the electronegativity of 96 elements under arbitrary pressure, and a regressed...

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Detalles Bibliográficos
Autores principales: Li, Yanzhang, Wang, Hongyu, Li, Yan, Ye, Huan, Zhang, Yanan, Yin, Rongzhang, Jia, Haoning, Hou, Bingxu, Wang, Changqiu, Ding, Hongrui, Bai, Xiangzhi, Lu, Anhuai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10066309/
https://www.ncbi.nlm.nih.gov/pubmed/37002237
http://dx.doi.org/10.1038/s41467-023-37384-1