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Journal article(4)
Book(1)
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inelastic mean free path (5)
machine learning (2)
IMFP (1)
LASSO (1)
Mermin method (1)
dielectric function model (1)
electrons (1)
energy loss function (1)
inelastic scattering (1)
modified Bethe equation (1)
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Keyword: inelastic mean free path
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5 records found.
Inelastic Scattering of Electrons in Solids
Book
Creator
TANUMA, Shigeo
(author) (
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https://orcid.org/0000-0003-2628-9941
Research and Services Division of Materials Data and Integrated System/Materials Data Platform Center/Data Service Team, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
TANUMA, Shigeo
;
C. J. Powell
(author) (
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C. J. Powell
Keyword
electrons
,
inelastic mean free path
,
inelastic scattering
Date published
2022-11-16
Updated at
2024-05-07 10:16:47 +0900
Unveiling the principle descriptor for predicting the electron inelastic mean free path based on a machine learning framework
Journal article
Creator
Xun Liu
(author) (
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)
National Institute for Materials Science
Xun Liu
;
Zhufeng Hou
(author) (
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)
Zhufeng Hou
;
Dabao Lu
(author) (
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)
Dabao Lu
;
Bo Da
(author) (
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)
https://orcid.org/0000-0002-0785-8662
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Bo Da
;
Hideki Yoshikawa
(author) (
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)
https://orcid.org/0000-0002-7389-8865
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Hideki Yoshikawa
;
Shigeo Tanuma
(author) (
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)
https://orcid.org/0000-0003-2628-9941
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Shigeo Tanuma
;
Yang Sun
(author) (
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)
Yang Sun
;
Zejun Ding
(author) (
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)
Zejun Ding
Keyword
machine learning
,
inelastic mean free path
,
LASSO
Date published
2019-12-31
Updated at
2024-09-05 16:30:30 +0900
Electron Inelastic Scattering in Surface Analysis
Journal article
Creator
Shigeo Tanuma
(author) (
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)
https://orcid.org/0000-0003-2628-9941
運営室, 技術開発・共用部門
NIMS Researchers Directory SAMURAI
Shigeo Tanuma
Keyword
IMFP
,
inelastic mean free path
,
dielectric function model
,
energy loss function
,
modified Bethe equation
Date published
2023-05-10
Updated at
2024-01-05 22:12:24 +0900
Machine learning approach for the prediction of electron inelastic mean free paths
Journal article
Creator
Xun Liu
(author) (
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)
National Institute for Materials Science
Xun Liu
;
Lihao Yang
(author) (
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)
Lihao Yang
;
Zhufeng Hou
(author) (
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)
Zhufeng Hou
;
Bo Da
(author) (
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)
https://orcid.org/0000-0002-0785-8662
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Bo Da
;
Kenji Nagata
(author) (
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)
https://orcid.org/0000-0001-9894-4461
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Kenji Nagata
;
Hideki Yoshikawa
(author) (
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)
https://orcid.org/0000-0002-7389-8865
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Hideki Yoshikawa
;
Shigeo Tanuma
(author) (
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)
https://orcid.org/0000-0003-2628-9941
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Shigeo Tanuma
;
Yang Sun
(author) (
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)
Yang Sun
;
Zejun Ding
(author) (
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)
Zejun Ding
Keyword
machine learning
,
inelastic mean free path
Date published
2021-03-24
Updated at
2024-01-05 22:13:49 +0900
Extended Mermin Method for Calculating the Electron Inelastic Mean Free Path
Journal article
Creator
B. Da
(author) (
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)
B. Da
;
H. Shinotsuka
(author) (
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)
H. Shinotsuka
;
H. Yoshikawa
(author) (
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)
H. Yoshikawa
;
Z. J. Ding
(author) (
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)
Z. J. Ding
;
S. Tanuma
(author) (
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)
S. Tanuma
Keyword
inelastic mean free path
,
Mermin method
Date published
2014-08-07
Updated at
2024-01-05 22:13:51 +0900
Keyword
inelastic mean free path
(5)
machine learning
(2)
IMFP
(1)
LASSO
(1)
Mermin method
(1)
dielectric function model
(1)
electrons
(1)
energy loss function
(1)
inelastic scattering
(1)
modified Bethe equation
(1)
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