21 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
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
From Random Networks to AI-Driven Glass Design
- Presentation
- Creator
- N. M. Anoop Krishnan
- Keyword
- Machine learning, AI-Driven Glass Design
- Date published
- Updated at
- 2025-09-25 16:30:42 +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
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
Phase-separation induced dislocation-network cellular structures in Ti-Zr-Nb-Mo-Ta high-entropy alloy processed by laser powder bed fusion
- Article
- Creator
-
Han Chen
;
Daisuke Egusa
;
Zehao Li
;
Taisuke Sasaki
;
Ryosuke Ozasa
;
Takuya Ishimoto
;
Masayuki Okugawa
;
Yuichiro Koizumi
;
Takayoshi Nakano
;
Eiji Abe
- Keyword
- High-entropy alloy, Laser powder bed fusion, Cellular structure, Phase separation, Dislocation-network, Electron microscopy, Machine learning
- Date published
- 2025-03-12
- Updated at
- 2025-04-08 13:16:16 +0900
MADGUI: Multi-Application Design Graphical User Interface for active learning assisted by Bayesian optimization
- Article
- Creator
-
Christophe Bajan
;
Guillaume Lambard
- Keyword
- Graphical user interface, Statistical analysis, Machine learning, Bayesian optimization, Process optimization, User-friendly
- Date published
- 2025-01-21
- Updated at
- 2025-01-27 12:30:30 +0900
Exploring new useful phosphors by combining experiments with machine learning
- Article
- Creator
-
Takashi Takeda
;
Yukinori Koyama
;
Hidekazu Ikeno
;
Satoru Matsuishi
;
Naoto Hirosaki
- Keyword
- Phosphor, High-throughput experiment, Machine learning, Local structure, Europium
- Date published
- 2024-12-31
- Updated at
- 2024-12-05 16:30:28 +0900