MDR: NIMS Materials Data Repository

ライセンス: Creative Commons BY Attribution 4.0 International キーワード: machine learning

全ての絞り込みを解除

22 件のレコードが見つかりました。

Advanced Science - 2023 - Uryu - Deep Learning Enables Rapid Identification of a New Quasicrystal from Multiphase Powder.pdf

Deep Learning Enables Rapid Identification of a New Quasicrystal from Multiphase Powder Diffraction Patterns

ジャーナル論文
著者: Hirotaka Uryu (author) (この著者で検索)

;

Tsunetomo Yamada (author) (この著者で検索)

;

Koichi Kitahara (author) (この著者で検索)

;

Alok Singh (author) (この著者で検索)

https://orcid.org/0000-0001-5515-8305

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Yutaka Iwasaki (author) (この著者で検索)

https://orcid.org/0000-0002-7317-4939

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Kaoru Kimura (author) (この著者で検索)

https://orcid.org/0000-0001-5050-4256

National Institute for Materials Science

;

Kanta Hiroki (author) (この著者で検索)

;

Naoki Miyao (author) (この著者で検索)

;

Asuka Ishikawa (author) (この著者で検索)

;

Ryuji Tamura (author) (この著者で検索)

;

Satoshi Ohhashi (author) (この著者で検索)

;

Chang Liu (author) (この著者で検索)

;

Ryo Yoshida (author) (この著者で検索)
キーワード: deep learning, x-ray powder diffraction, quasicrystal, phase identification, machine learning
刊行年月日: 2023-11-14
更新時刻: 2024-12-13 12:30:39 +0900

Machine learning prediction of Young's modulus in multi component titanium based biomedical alloys using extended thermodynamic descriptors

ジャーナル論文
著者: Hassan Ahmad (author) (この著者で検索)

Pakistan Institute of Engineering and Applied Sciences (PIEAS) Department of Metallurgy and Materials Engineering

;

Muhammad Haider (author) (この著者で検索)

;

Zafar Iqbal (author) (この著者で検索)

;

Muhammad Zarif (author) (この著者で検索)

;

Syed Mujtaba Ul Hassan (author) (この著者で検索)
キーワード: Titanium alloys, machine learning, biomedical alloys, Young’s modulus prediction
刊行年月日: 2026-12-31
更新時刻: 2026-07-08 16:58:38 +0900

Unveiling the principle descriptor for predicting the electron inelastic mean free path based on a machine learning framework

ジャーナル論文
著者: Xun Liu (author) (この著者で検索)

National Institute for Materials Science

;

Zhufeng Hou (author) (この著者で検索)

;

Dabao Lu (author) (この著者で検索)

;

Bo Da (author) (この著者で検索)

https://orcid.org/0000-0002-0785-8662

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Hideki Yoshikawa (author) (この著者で検索)

https://orcid.org/0000-0002-7389-8865

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Shigeo Tanuma (author) (この著者で検索)

https://orcid.org/0000-0003-2628-9941

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Yang Sun (author) (この著者で検索)

;

Zejun Ding (author) (この著者で検索)
キーワード: machine learning, inelastic mean free path, LASSO
刊行年月日: 2019-12-31
更新時刻: 2024-09-05 16:30:30 +0900

Discovery of liquid crystalline polymers with high thermal conductivity using machine learning

ジャーナル論文
著者: Hayato Maeda (author) (この著者で検索)

https://orcid.org/0009-0004-1662-8000 (unauthenticated)

;

Stephen Wu (author) (この著者で検索)

https://orcid.org/0000-0002-7847-8106 (unauthenticated)

;

Rika Marui (author) (この著者で検索)

https://orcid.org/0009-0009-2506-1196 (unauthenticated)

;

Erina Yoshida (author) (この著者で検索)

;

Kan Hatakeyama-Sato (author) (この著者で検索)

;

Yuta Nabae (author) (この著者で検索)

;

Shiori Nakagawa (author) (この著者で検索)

;

Meguya Ryu (author) (この著者で検索)

;

Ryohei Ishige (author) (この著者で検索)

;

Yoh Noguchi (author) (この著者で検索)

;

Yoshihiro Hayashi (author) (この著者で検索)

https://orcid.org/0000-0002-7650-4083 (unauthenticated)

;

Masashi Ishii (author) (この著者で検索)

https://orcid.org/0000-0003-0357-2832

NIMS Researchers Directory SAMURAI

;

Isao Kuwajima (author) (この著者で検索)

https://orcid.org/0000-0002-5994-3834

NIMS Researchers Directory SAMURAI

;

Felix Jiang (author) (この著者で検索)

;

Xuan Thang Vu (author) (この著者で検索)

;

Sven Ingebrandt (author) (この著者で検索)

https://orcid.org/0000-0002-0405-2727 (unauthenticated)

;

Masatoshi Tokita (author) (この著者で検索)

;

Junko Morikawa (author) (この著者で検索)

https://orcid.org/0000-0002-9530-9478 (unauthenticated)

;

Ryo Yoshida (author) (この著者で検索)

https://orcid.org/0000-0001-8092-0162 (unauthenticated)

;

Teruaki Hayakawa (author) (この著者で検索)
キーワード: liquid crystalline polymer, thermal conductivity, machine learning, PoLyInfo
刊行年月日: 2025-07-02
更新時刻: 2025-08-19 12:30:21 +0900

Understanding strain localization in metallic materials: a review of high-resolution digital image correlation and related techniques

ジャーナル論文
著者: F. Briffod (author) (この著者で検索)

https://orcid.org/0000-0002-3635-4885

NIMS Researchers Directory SAMURAI

;

T. E.J. Edwards (author) (この著者で検索)

;

J. Quinta da Fonseca (author) (この著者で検索)

;

J. -C. Stinville (author) (この著者で検索)

;

D. Texier (author) (この著者で検索)

;

T. Vermeij (author) (この著者で検索)
キーワード: High-resolution digital image correlation, strain localization, crystal plasticity, data merging, metallic materials, machine learning
刊行年月日: 2026-12-31
更新時刻: 2026-03-13 08:30:04 +0900

An interpretable linear model bridging data-driven analysis and chemical intuition for Eu2 -phosphor emissions.pdf

An interpretable linear model bridging data-driven analysis and chemical intuition for Eu ²⁺ -phosphor emissions

ジャーナル論文
著者: Yukinori Koyama (author) (この著者で検索)

https://orcid.org/0000-0002-7090-4430

NIMS Researchers Directory SAMURAI

;

Ryusei Hayasaka (author) (この著者で検索)

;

Yuta Matsushima (author) (この著者で検索)

https://orcid.org/0000-0001-5826-1551 (unauthenticated)

;

Takayuki Nakanishi (author) (この著者で検索)

https://orcid.org/0000-0003-3412-2842

NIMS Researchers Directory SAMURAI

;

Takashi Takeda (author) (この著者で検索)

https://orcid.org/0000-0003-2510-4562

NIMS Researchers Directory SAMURAI

;

Naoto Hirosaki (author) (この著者で検索)
キーワード: materials informatics, phosphor, europium, machine learning, interpretability, linear model, composition-based feature
刊行年月日: 2026-12-31
更新時刻: 2026-07-07 14:31:04 +0900

A design methodology of crystal growth furnace and process aided by two-step optimization using machine learning models and genetic algorithm

ジャーナル論文
著者: Hiroyuki Tanaka (author) (この著者で検索)

Nagoya University a Graduate School of Engineering

;

Kentaro Kutsukake (author) (この著者で検索)

;

Kota Asakura (author) (この著者で検索)

;

Takuto Kojima (author) (この著者で検索)

;

Xin Liu (author) (この著者で検索)

;

Noritaka Usami (author) (この著者で検索)
キーワード: Optimization, machine learning, genetic algorithm, crystal growth, process informatics
刊行年月日: 2025-12-31
更新時刻: 2026-02-27 12:30:07 +0900