機械学習高速自動スペクトル解析ソフト“EMPeaks”について

Material type: 記事

Author: 永村直佳ほか

Publisher: The Japan Society of Vacuum and Surface Science

Publication date: 2024-10-10

Material Format: Digital

Journal name: 表面と真空 67 10

Publication Page: p.500-505

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Summary, etc.：: There are a wide variety of measurement techniques that produce spectra as output datasets. Existing data analysis software and some open-source ma...

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Material Type: 記事
Title: 機械学習高速自動スペクトル解析ソフト“EMPeaks”について
Author Heading: 永村直佳
安藤康伸
Publication Date: 2024-10-10
Publication Date (W3CDTF): 2024-10-10
Periodical title: 表面と真空
No. or year of volume/issue: 67 10
Volume: 67
Issue: 10
Pages: 500-505
Publication date of volume/issue (W3CDTF): 2024-10-10
ISSN (Periodical Title): 24335835
Publication (Periodical Title): The Japan Society of Vacuum and Surface Science
Text Language Code: ja
Subject Heading: spectroscopy
peak fitting
data analysis
machine learning
Target Audience: 一般
DOI: 10.1380/vss.67.500
https://doi.org/10.1380/vss.67.500
Related Material (URI): https://www.jstage.jst.go.jp/article/vss/67/10/67_20181361/_pdf
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Spectrum adapted expectation-conditional maximization algorithm for extending high–throughput peak separation method in XPS analysis
https://cir.nii.ac.jp/crid/1360011146152022400
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Growth of MoS2–Nb-doped MoS2 lateral homojunctions: A monolayer p–n diode by substitutional doping
https://cir.nii.ac.jp/crid/1360576118770903552
Maximum a posteriori estimation for high-throughput peak fitting in X-ray photoelectron spectroscopy
https://cir.nii.ac.jp/crid/1360865123388350208
Spectrum adapted expectation-maximization algorithm for high-throughput peak shift analysis
https://cir.nii.ac.jp/crid/1363951794603909888
Bayesian Hamiltonian Selection in X-ray Photoelectron Spectroscopy
https://cir.nii.ac.jp/crid/1522543655672880256
Data Provider (Database): 国立情報学研究所 : CiNii Research
https://cir.nii.ac.jp/
Original Data Provider (Database): Japan Link Center
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