License: Creative Commons BY Attribution 4.0 International Keyword: Bayesian estimation
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Bayesian inference for peak feature extraction and prediction of material property in X-ray diffraction data.pdf
Bayesian inference for peak feature extraction and prediction of material property in X-ray diffraction data
Article
Creator
Ryo Murakami SAMURAI ORCID ; Taisuke T. Sasaki SAMURAI ORCID ; Hideki Yoshikawa SAMURAI ORCID ; Yoshitaka Matsushita SAMURAI ORCID ; Keitaro Sodeyama SAMURAI ORCID ; Tadakatsu Ohkubo SAMURAI ORCID ; Hiroshi Shinotsuka SAMURAI ORCID ; Kenji Nagata SAMURAI ORCID
Keyword
Materials informatics, Spectral decomposition, Bayesian estimation, Feature selection, AI-ready
Date published
2024-12-31
Updated at
2025-11-10 16:30:53 +0900
2024_Machida_JES_273_147499.pdf
Bayesian inference method utilizing SESSA in quantitative layer structure estimation from XPS data
Article
Creator
Atsushi Machida ; Kenji Nagata SAMURAI ORCID ; Ryo Murakami SAMURAI ORCID ; Hiroshi Shinotsuka SAMURAI ORCID ; Hayaru Shouno ; Hideki Yoshikawa SAMURAI ORCID ; Masato Okada
Keyword
X-ray photoelectron spectroscopy, Bayesian estimation, Exchange Monte Carlo method, SESSA
Date published
2024-05-29
Updated at
2025-11-10 12:30:27 +0900