29 records found.
High-throughput materials exploration system for the anomalous Hall effect using combinatorial experiments and machine learning
- Article
- Creator
-
Ryo Toyama
;
Yuma Iwasaki
;
Prabhanjan D. Kulkarni
;
Hirofumi Suto
;
Tomoya Nakatani
;
Yuya Sakuraba
- Keyword
- Machine learning, High-throughput, Combinatorial, Anomalous Hall effect
- Date published
- 2025-09-03
- Updated at
- 2025-12-26 13:11:05 +0900
Autonomous closed-loop exploration of composition-spread films for the anomalous Hall effect
- Article
- Creator
-
Ryo Toyama
;
Ryo Tamura
;
Shoichi Matsuda
;
Yuma Iwasaki
;
Yuya Sakuraba
- Keyword
- Machine learning, Autonomous, Combinatorial, Anomalous Hall effect
- Date published
- 2025-11-19
- Updated at
- 2025-12-25 17:32:06 +0900
Automated synthesis and fragment descriptor-based machine learning for retention time prediction in supercritical fluid chromatography
- Article
- Creator
-
Sitanan Sartyoungkul
;
Balasubramaniyan Sakthivel
;
Pavel Sidorov
;
Yuuya Nagata
- Keyword
- Automated synthesis, Fragment descriptor, Machine learning, Retention time prediction, Supercritical fluid chromatography
- Date published
- 2025-11-26
- Updated at
- 2025-12-24 15:05:55 +0900
Advances in Carbon Nanotubes: Synthesis, Properties, and Cutting-Edge Applications
- Article
- Creator
-
Guohai Chen
;
Dai-Ming Tang
- Keyword
- Carbon Nanotubes, Synthesis, Properties, Machine learning
- Date published
- 2025-10-20
- Updated at
- 2025-12-13 08:30:03 +0900
自律材料探索による磁性材料開発
- Article
- Creator
-
岩崎 悠真
- Keyword
- Machine learning, Materials Informatics
- Date published
- 2025-06-10
- Updated at
- 2025-12-12 08:30:25 +0900
Autonomous materials search using machine learning and ab initio calculations for L1 0 -FePt-based quaternary alloys
- Article
- Creator
-
Yuma Iwasaki
;
Daisuke Ogawa
;
Masato Kotsugi
;
Yukiko K. Takahashi
- Keyword
- Machine learning, Autonomous
- Date published
- 2025-12-31
- Updated at
- 2025-12-25 15:02:29 +0900
Estimation of valence state and growth rate using principal component analysis of plasma emission in reactive sputtering deposition
- Article
- Creator
- Rintaro Minami ; Eiji Kita ; Chiharu Mitsumata ; Hideto Yanagihara
- Keyword
- Machine learning, principal component analysis (PCA), reactive magnetron sputtering, plasma emission spectrum, Mössbauer spectroscopy
- Date published
- 2025-12-31
- Updated at
- 2025-09-10 16:30:38 +0900
Machine learning assisted nanobeam X-ray diffraction based analysis on hydride vapor-phase epitaxy GaN
- Article
- Creator
-
Zhendong Wu
;
Yusuke Hayashi
;
Tetsuya Tohei
;
Kazushi Sumitani
;
Yasuhiko Imai
;
Shigeru Kimura
;
Akira Sakai
- Keyword
- GaN, SPring-8, nanoXRD, Machine learning
- Date published
- 2025-08-01
- Updated at
- 2025-07-31 12:30:18 +0900
Elemental Reactivity Maps for Materials Discovery
- Article
- Creator
-
Yuki Inada
;
Masaya Fujioka
;
Haruhiko Morito
;
Tohru Sugahara
;
Hisanori Yamane
;
Yukari Katsura
- Keyword
- Crystal structure, Elements, Machine learning, Materials, Reactivity
- Date published
- 2025-03-25
- Updated at
- 2026-02-21 16:30:08 +0900
Determination of Stable Proton Configurations by Black-Box Optimization Using an Ising Machine
- Article
- Creator
-
Jianbo Lin
;
Tomofumi Tada
;
Ai Koizumi
;
Masato Sumita
;
Koji Tsuda
;
Ryo Tamura
- Keyword
- Machine learning, Ising machine, Proton configuration
- Date published
- 2025-02-06
- Updated at
- 2025-05-23 08:30:18 +0900