5 records found.
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
A Method for LLM-Based Construction of a Materials Property Knowledge Graph: A Case Study
- Journal article
- Creator
-
Michiko Yoshitake (author) (Search by this author)National Institute for Materials Science
;
Takahiro Nagata (author) (Search by this author)National Institute for Materials Science
- Keyword
- materials property relationship, knowledge graph, graph search, data interpolation, generative AI
- Date published
- 2025-09-28
- Updated at
- 2025-11-04 12:30:07 +0900
Facile, Efficient, and Safe Copper‐Free Synthesis of Glycidyl Triazolyl Polymers
- Journal article
- Creator
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Taichi Ikeda (author) (Search by this author)National Institute for Materials Science
;
Naoe Hosoda (author) (Search by this author)National Institute for Materials Science
- Keyword
- azide- alkyne cycloaddition, click chemistry, glycidyl triazolyl polymers, polyethers, post- functionalization of polymers
- Date published
- 2025-06-15
- Updated at
- 2025-08-21 12:30:34 +0900
Program for automatic numerical conversion of a line graph (line plot)
- Journal article
- Creator
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YOSHITAKE, Michiko (author) (Search by this author)
;
;KONO, Takashi (author) (Search by this author)KADOHIRA, Takuya (author) (Search by this author)
- Keyword
- Image data, Numerical data, Automatic conversion, Plot with multiple line, Deep learning
- Date published
- 2020-10-26
- Updated at
- 2024-01-05 22:12:23 +0900
Automatic Threshold Prediction of Photoelectron Yield Spectroscopy (PYS) by Machine Learning
- Journal article
- Creator
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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