4 records found.
Bayesian inference for peak feature extraction and prediction of material property in X-ray diffraction data
- Article
- Creator
-
Ryo Murakami
;
Taisuke T. Sasaki
;
Hideki Yoshikawa
;
Yoshitaka Matsushita
;
Keitaro Sodeyama
;
Tadakatsu Ohkubo
;
Hiroshi Shinotsuka
;
Kenji Nagata
- 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
Bayesian inference method utilizing SESSA in quantitative layer structure estimation from XPS data
- Article
- Creator
-
Atsushi Machida
;
Kenji Nagata
;
Ryo Murakami
;
Hiroshi Shinotsuka
;
Hayaru Shouno
;
Hideki Yoshikawa
;
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
Bayesian estimation analysis of X-ray photoelectron spectra: Application to Si 2p spectrum analysis of oxidized silicon surfaces
- Article
- Creator
-
Hiroshi Shinotsuka
;
Kenji Nagata
;
Hideki Yoshikawa
;
Shuichi Ogawa
;
Akitaka Yoshigoe
- Keyword
- Bayesian estimation, X-ray photoelectron spectroscopy, Statistical analysis, Silicon surface oxidation
- Date published
- 2024-12-03
- Updated at
- 2025-01-21 12:30:34 +0900
Sample structure prediction from measured XPS data using Bayesian estimation and SESSA simulator
- Article
- Creator
-
Hiroshi Shinotsuka
;
Kenji Nagata
;
Malinda Siriwardana
;
Hideki Yoshikawa
;
Hayaru Shouno
;
Masato Okada
- Keyword
- X-ray photoelectron spectroscopy, Bayesian estimation, Exchange Monte Carlo method, SESSA
- Date published
- 2023-07-06
- Updated at
- 2024-01-05 22:11:57 +0900