ファイル種別: application/pdf 資源タイプ: journal_article キーワード: Machine learning
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s41524-025-01757-5 (2).pdf
High-throughput materials exploration system for the anomalous Hall effect using combinatorial experiments and machine learning
論文
著者
Ryo Toyama SAMURAI ORCID ; Yuma Iwasaki SAMURAI ORCID ; Prabhanjan D. Kulkarni ORCID ; Hirofumi Suto SAMURAI ORCID ; Tomoya Nakatani SAMURAI ORCID ; Yuya Sakuraba SAMURAI ORCID
キーワード
Machine learning, High-throughput, Combinatorial, Anomalous Hall effect
刊行年月日
2025-09-03
更新時刻
2025-12-26 13:11:05 +0900
s41524-025-01828-7.pdf
Autonomous closed-loop exploration of composition-spread films for the anomalous Hall effect
論文
著者
Ryo Toyama SAMURAI ORCID ; Ryo Tamura SAMURAI ORCID ; Shoichi Matsuda SAMURAI ORCID ; Yuma Iwasaki SAMURAI ORCID ; Yuya Sakuraba SAMURAI ORCID
キーワード
Machine learning, Autonomous, Combinatorial, Anomalous Hall effect
刊行年月日
2025-11-19
更新時刻
2025-12-25 17:32:06 +0900
D5DD00437C.pdf
Automated synthesis and fragment descriptor-based machine learning for retention time prediction in supercritical fluid chromatography
論文
著者
Sitanan Sartyoungkul ; Balasubramaniyan Sakthivel ; Pavel Sidorov ORCID ; Yuuya Nagata ORCID
キーワード
Automated synthesis, Fragment descriptor, Machine learning, Retention time prediction, Supercritical fluid chromatography
刊行年月日
2025-11-26
更新時刻
2025-12-24 15:05:55 +0900
Editorial_Nanomaterials.pdf
Advances in Carbon Nanotubes: Synthesis, Properties, and Cutting-Edge Applications
論文
著者
Guohai Chen ORCID ; Dai-Ming Tang SAMURAI ORCID
キーワード
Carbon Nanotubes, Synthesis, Properties, Machine learning
刊行年月日
2025-10-20
更新時刻
2025-12-13 08:30:03 +0900
Autonomous materials search using machine learning and ab initio calculations for L10-FePt-based quaternary alloys (1).pdf
Autonomous materials search using machine learning and ab initio calculations for L1 0 -FePt-based quaternary alloys
論文
著者
Yuma Iwasaki SAMURAI ORCID ; Daisuke Ogawa SAMURAI ORCID ; Masato Kotsugi ; Yukiko K. Takahashi SAMURAI ORCID
キーワード
Machine learning, Autonomous
刊行年月日
2025-12-31
更新時刻
2025-12-25 15:02:29 +0900
Minami_20250723final_w_highlight.pdf
Estimation of valence state and growth rate using principal component analysis of plasma emission in reactive sputtering deposition
論文
著者
Rintaro Minami ; Eiji Kita ; Chiharu Mitsumata ; Hideto Yanagihara
キーワード
Machine learning, principal component analysis (PCA), reactive magnetron sputtering, plasma emission spectrum, Mössbauer spectroscopy
刊行年月日
2025-12-31
更新時刻
2025-09-10 16:30:38 +0900
Wu 2025 J Appl Crystallogr nanoXRD UMAP HVPE GaN.pdf
Machine learning assisted nanobeam X-ray diffraction based analysis on hydride vapor-phase epitaxy GaN
論文
著者
Zhendong Wu ; Yusuke Hayashi SAMURAI ORCID ; Tetsuya Tohei ; Kazushi Sumitani ; Yasuhiko Imai ; Shigeru Kimura ; Akira Sakai
キーワード
GaN, SPring-8, nanoXRD, Machine learning
刊行年月日
2025-08-01
更新時刻
2025-07-31 12:30:18 +0900
Manuscript_final.pdf
Elemental Reactivity Maps for Materials Discovery
論文
著者
Yuki Inada ORCID ; Masaya Fujioka ORCID ; Haruhiko Morito ; Tohru Sugahara ORCID ; Hisanori Yamane ORCID ; Yukari Katsura SAMURAI ORCID
キーワード
Crystal structure, Elements, Machine learning, Materials, Reactivity
刊行年月日
2025-03-25
更新時刻
2026-02-21 16:30:08 +0900
lin-et-al-2025-determination-of-stable-proton-configurations-by-black-box-optimization-using-an-ising-machine.pdf
Determination of Stable Proton Configurations by Black-Box Optimization Using an Ising Machine
論文
著者
Jianbo Lin ; Tomofumi Tada ORCID ; Ai Koizumi ; Masato Sumita ORCID ; Koji Tsuda SAMURAI ORCID ; Ryo Tamura SAMURAI ORCID
キーワード
Machine learning, Ising machine, Proton configuration
刊行年月日
2025-02-06
更新時刻
2025-05-23 08:30:18 +0900
1-s2.0-S2214860425001010-main.pdf
Phase-separation induced dislocation-network cellular structures in Ti-Zr-Nb-Mo-Ta high-entropy alloy processed by laser powder bed fusion
論文
著者
Han Chen ; Daisuke Egusa ; Zehao Li ; Taisuke Sasaki SAMURAI ORCID ; Ryosuke Ozasa ; Takuya Ishimoto ; Masayuki Okugawa ; Yuichiro Koizumi ; Takayoshi Nakano ; Eiji Abe
キーワード
High-entropy alloy, Laser powder bed fusion, Cellular structure, Phase separation, Dislocation-network, Electron microscopy, Machine learning
刊行年月日
2025-03-12
更新時刻
2025-04-08 13:16:16 +0900