Unveiling the principle descriptor for predicting the electron inelastic mean free path based on a machine learning framework

The TPP-2M formula is the most popular empirical formula for the estimation of the electron inelastic mean free paths (IMFPs) in solids from several simple material parameters. The TPP-2M formula, however, poorly describes several materials because it relies heavily on the traditional least-squares...

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Detalles Bibliográficos
Autores principales: Liu, Xun, Hou, Zhufeng, Lu, Dabao, Da, Bo, Yoshikawa, Hideki, Tanuma, Shigeo, Sun, Yang, Ding, Zejun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2019
Materias:
Engineering and Structural materials
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6882444/
https://www.ncbi.nlm.nih.gov/pubmed/31807220
http://dx.doi.org/10.1080/14686996.2019.1689785

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6882444/
https://www.ncbi.nlm.nih.gov/pubmed/31807220
http://dx.doi.org/10.1080/14686996.2019.1689785

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