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inelastic mean free path
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Unveiling the principle descriptor for predicting the electron inelastic mean free path based on a machine learning framework
Description/Abstract:
The TPP-2M formula is the most popular empirical formula for the estimation of the electron inelastic mean free paths (IMFPs) in solids f...
Keyword:
LASSO
,
inelastic mean free path
, and
machine learning
Resource Type:
Article
Author:
Xun Liu
,
Zhufeng Hou
,
Dabao Lu
,
Bo Da
,
Hideki Yoshikawa
,
Shigeo Tanuma
,
Yang Sun
, and
Zejun Ding
Journal:
Science and Technology of Advanced Materials
Date Uploaded:
05/09/2024
Calculations of Electron Inelastic Mean Free Paths for 31 Materials
Description/Abstract:
We present new calculations of electron inelastic mean free paths (IMFPs) for 200-2000 eV electrons in 27 elements (C, Mg, Al, Si, Ti, V,...
Keyword:
Bethe equation
,
IMFP
,
TPP
,
elemental solids
, and
inelastic mean free path
Resource Type:
Article
Author:
Tanuma, S.
,
Powell, C. J.
, and
Penn, D. R.
Journal:
Surface and Interface Analysis
Date Uploaded:
05/06/2023
Date Modified:
09/06/2023
Electron Inelastic Scattering in Surface Analysis
Description/Abstract:
This paper discusses the recent progress in electron inelastic mean free paths (IMFPs) calculations with the dielectric response function...
Keyword:
IMFP
,
dielectric function model
,
energy loss function
,
inelastic mean free path
, and
modified Bethe equation
Resource Type:
Article
Author:
Shigeo Tanuma
Journal:
e-Journal of Surface Science and Nanotechnology
Date Uploaded:
13/05/2023
Extended Mermin Method for Calculating the Electron Inelastic Mean Free Path
Description/Abstract:
We propose an improved method for calculating electron inelastic mean free paths (IMFPs) in solids from experimental energy-loss function...
Keyword:
Mermin method
and
inelastic mean free path
Resource Type:
Article
Author:
B. Da
,
H. Shinotsuka
,
H. Yoshikawa
,
Z. J. Ding
, and
S. Tanuma
Date Uploaded:
11/04/2023
Machine learning approach for the prediction of electron inelastic mean free paths
Description/Abstract:
The prediction of electron inelastic mean free paths (IMFPs) from simple material parameters is a challenging problem in studies using el...
Keyword:
inelastic mean free path
and
machine learning
Resource Type:
Article
Author:
Xun Liu
,
Lihao Yang
,
Zhufeng Hou
,
Bo Da
,
Kenji Nagata
,
Hideki Yoshikawa
,
Shigeo Tanuma
,
Yang Sun
, and
Zejun Ding
Date Uploaded:
11/04/2023
Measurement of the Low-Energy Electron Inelastic Mean Free Path in Monolayer Graphene
Description/Abstract:
Measuring the electron-transport properties of substrate-supported nanomaterials with the traditional two-point comparison method is diff...
Keyword:
four-point probe technique
,
inelastic mean free path
, and
monolayer graphene
Resource Type:
Article
Author:
Bo Da
,
Yang Sun
,
Zhufeng Hou
,
Jiangwei Liu
,
Nguyen Thanh Cuong
,
Kazuhito Tsukagoshi
,
Hideki Yoshikawa
,
Shigeo Tanuma
,
Jin Hu
,
Zhaoshun Gao
, and
Zejun Ding
Date Uploaded:
04/04/2023
Date Modified:
05/04/2023
Inelastic Scattering of Electrons in Solids
Description/Abstract:
An overview is given of inelastic electron scattering in solids with an emphasis on calculations and measurements of electron inelastic m...
Keyword:
electrons
,
inelastic mean free path
, and
inelastic scattering
Resource Type:
Book
Author:
TANUMA, Shigeo
and
C. J. Powell
Date Uploaded:
03/02/2023
Date Modified:
07/05/2024
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inelastic mean free path
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