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べき乗則で解釈されるスペクトルの閾値及びべき乗数の自動解析方法
Description/Abstract:
べき乗則に従うスペクトルのべき乗数とべき乗の増加が始まる閾値の自動推定方法(1/n-Power Plot法およびShift-Log-Log Plot法)を提案する。1/n-Power Plot法ではべき乗数の事前情報がある場合に利用し、べき乗数の逆数をスペクトルに適用するこ...
Keyword:
Automatic estimation methods
,
Power Law
, and
threshold
Resource Type:
Dataset
Data origin:
others
Author:
柳生 進二郎
,
吉武 道子
, and
長田 貴弘
Journal:
Journal of Surface Analysis
Date Uploaded:
26/04/2024
Automatic Threshold Prediction of Photoelectron Yield Spectroscopy (PYS) by Machine Learning
Description/Abstract:
The prediction performance of the automatic threshold estimation of photoelectron yield spectroscopy using machine learning and least squ...
Keyword:
machine learning
,
photoelectron yield spectroscopy
, and
threshold
Resource Type:
Software or Program Code
,
Other
, and
Article
Author:
YAGYU, Shinjiro
,
YOSHITAKE, Michiko
,
CHIKYOW, Toyohiro
, and
NAGATA, Takahiro
Journal:
表面と真空
Date Uploaded:
30/06/2020
Date Modified:
02/07/2021
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threshold
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machine learning
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photoelectron yield spectroscopy
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Automatic estimation methods
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Power Law
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Japanese
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Publisher
The Japan Society of Vacuum and Surface Science
1
表面分析研究会
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Creative Commons BY-NC Attribution-NonCommercial 4.0 International
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others
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CHIKYOW, Toyohiro
1
NAGATA, Takahiro
1
YAGYU, Shinjiro
1
YOSHITAKE, Michiko
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吉武 道子
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License
https://creativecommons.org/licenses/by-nc/4.0/
1
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Journal of Surface Analysis
1
表面と真空
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