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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

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