論文・データセット - MDR: NIMS Materials Data Repository

キーワード: Machine learning

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27 件のレコードが見つかりました。

第5節機械学習を用いた耐熱鋼のクリープ寿命予測_出村.docx

機械学習を用いた耐熱鋼のクリープ寿命予測

書籍
著者: 出村雅彦
キーワード: Machine learning, Structural Materials, Performance pridiction, Creep
刊行年月日: 2025-05-30
更新時刻: 2026-01-07 09:42:32 +0900

Editorial_Nanomaterials.pdf

Advances in Carbon Nanotubes: Synthesis, Properties, and Cutting-Edge Applications

論文
著者: Guohai Chen ; Dai-Ming Tang
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

原稿_ver3_Nohighlighted.doc

自律材料探索による磁性材料開発

論文
著者: 岩崎悠真
キーワード: Machine learning, Materials Informatics
刊行年月日: 2025-06-10
更新時刻: 2025-12-12 08:30:25 +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 ; Daisuke Ogawa ; Masato Kotsugi ; Yukiko K. Takahashi
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

abstract_YOSHIKAWA.pdf

Machine Learning to Predict Multicellular Dynamics Driven by Concentrated Polymer Brush-Modified Cellulose Nanofibers

口頭発表
著者: Chiaki Yoshikawa ; Hiroshi Mamitsuka
キーワード: Machine learning, Multicellular dynamics, Concentrated polymer brush, Cellulose nanofiber
刊行年月日
更新時刻: 2025-11-06 12:30:42 +0900

Abstracts_Krishnan.pdf

From Random Networks to AI-Driven Glass Design

口頭発表
著者: N. M. Anoop Krishnan
キーワード: Machine learning, AI-Driven Glass Design
刊行年月日
更新時刻: 2025-09-25 16:30:42 +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 ; 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 ; Masaya Fujioka ; Haruhiko Morito ; Tohru Sugahara ; Hisanori Yamane ; Yukari Katsura
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

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 ; 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