High-throughput peak fitting method for spectral data by EM algorithm

DOI
  • 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
  • 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

Details 詳細情報について

  • CRID
    1391975831222270080
  • NII Article ID
    130007959363
  • DOI
    10.14886/jvss.2020.0_21
  • ISSN
    24348589
  • Text Lang
    ja
  • Data Source
    • JaLC
    • CiNii Articles
  • Abstract License Flag
    Disallowed

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