3 records found.
Non-negative matrix factorization analysis of spatially-resolved photoemission spectra for epitaxially grown graphene on SiC
- Journal article
- Creator
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;Masaki Imamura (author) (Search by this author)Synchrotron Light Application Center, Saga UniversityKazutoshi Takahashi (author) (Search by this author)
- Keyword
- Photoemission spectroscopy, non-negative matrix factorization, graphene, machine learning, data-driven analysis
- Date published
- 2026-06-19
- Updated at
- 2026-06-24 15:38:41 +0900
A design methodology of crystal growth furnace and process aided by two-step optimization using machine learning models and genetic algorithm
- Journal article
- Creator
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;Hiroyuki Tanaka (author) (Search by this author)a Graduate School of Engineering, Nagoya University;Kentaro Kutsukake (author) (Search by this author);Kota Asakura (author) (Search by this author);Takuto Kojima (author) (Search by this author);Xin Liu (author) (Search by this author)Noritaka Usami (author) (Search by this author)
- Keyword
- Optimization, machine learning, genetic algorithm, crystal growth, process informatics
- Date published
- 2025-12-31
- Updated at
- 2026-02-27 12:30:07 +0900
Automatic Threshold Prediction of Photoelectron Yield Spectroscopy (PYS) by Machine Learning
- Journal article
- Creator
-
YAGYU, Shinjiro (author) (Search by this author)
;
;YOSHITAKE, Michiko (author) (Search by this author)CHIKYOW, Toyohiro (author) (Search by this author)
;
NAGATA, Takahiro (author) (Search by this author)
- Keyword
- threshold, machine learning, photoelectron yield spectroscopy
- Date published
- 2020-06-10
- Updated at
- 2024-01-05 22:12:44 +0900