High-throughput peak fitting method for spectral data by EM algorithm
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- Matsumura Tarojiro
- Research Center for Computational Design of Advanced Functional Materials (CD-FMat), National Institute of Advanced Industrial Science and Technology
Bibliographic Information
- Other Title
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- EMアルゴリズムによるスペクトルデータの高速ピークフィッティング
Abstract
<p>The spectral data analysis such as peak fitting requires the time-consuming procedure to estimate the parameters of the fitting model. This procedure is a major bottleneck in the research cycle. In this presentation, I will report an efficient peak-fitting method based on the EM algorithm to solve the bottleneck and an improvement of the method by extending available fitting models based on the ECM algorithm.</p>
Journal
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- Abstract book of Annual Meeting of the Japan Society of Vacuum and Surface Science
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Abstract book of Annual Meeting of the Japan Society of Vacuum and Surface Science 2020 (0), 21-, 2020
The Japan Society of Vacuum and Surface Science
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Details 詳細情報について
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- CRID
- 1391975831222270080
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- NII Article ID
- 130007959363
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- ISSN
- 24348589
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- Text Lang
- ja
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- Data Source
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- JaLC
- CiNii Articles
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- Abstract License Flag
- Disallowed