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
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;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
Designing Thermal Insulating thin films with Data-Driven Innovation
- プレゼンテーション
- 著者
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Yen-Ju Wu (author) (この著者で検索)National Institute for Materials Science Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group
;
Yibin Xu (author) (この著者で検索)National Institute for Materials Science Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group
- キーワード
- Interfacial thermal resistance, machine learning, thermal insulator, thin film
- 刊行年月日
- 更新時刻
- 2025-03-12 16:30:31 +0900
Alloys innovation through machine learning: a statistical literature review
- ジャーナル論文
- 著者
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;Alireza Valizadeh (author) (この著者で検索)Ryoji Sahara (author) (この著者で検索)National Institute for Materials Science
;
Maaouia Souissi (author) (この著者で検索)
- キーワード
- Alloy development, machine learning, data-driven research, materials informatics, Materials Genome Initiative, Materials databases
- 刊行年月日
- 2024-12-31
- 更新時刻
- 2024-06-25 12:30:16 +0900
Networking autonomous material exploration systems through transfer learning
- ジャーナル論文
- 著者
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;Naoki Yoshida (author) (この著者で検索);Yutaro Iwabuchi (author) (この著者で検索);Yasuhiko Igarashi (author) (この著者で検索)Yuma Iwasaki (author) (この著者で検索)National Institute for Materials Science
- キーワード
- machine learning
- 刊行年月日
- 2025-12-09
- 更新時刻
- 2025-12-13 08:30:26 +0900
Pitfalls in Artificial Intelligence Powered Discovery Due to Electrocatalyst Evaluation Methodologies
- ジャーナル論文
- 著者
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;Abraham Castro Garcia (author) (この著者で検索)Ken Sakaushi (author) (この著者で検索)National Institute for Materials Science
- キーワード
- machine learning
- 刊行年月日
- 2025-09-04
- 更新時刻
- 2026-04-30 12:01:11 +0900
Structure Prediction from Chemical Formula Using Periodic Descriptors
- プレゼンテーション
- 著者
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Yen-Ju Wu (author) (この著者で検索)National Institute for Materials Science Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group
;
Yibin Xu (author) (この著者で検索)National Institute for Materials Science Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group
- キーワード
- periodic descriptor, structure prediction, machine learning, template substitution
- 刊行年月日
- 更新時刻
- 2025-09-13 08:30:19 +0900
Theoretical investigation of oxidation mechanism in Ti and its alloys
- プロシーディングス論文
- 著者
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Ryoji Sahara (author) (この著者で検索)National Institute for Materials Science Research Center for Structural Materials/Materials Evaluation Field/Computational Structural Materials Group
;
;Somesh Kr. Bhattacharya (author) (この著者で検索)National Institute for Materials Science Research Center for Structural Materials/Design and Producing Field/Computational Structural Materials Group;Kanika Kohli (author) (この著者で検索)Indian Institute of Science Education and Research Pune;Prasenjit Ghosh (author) (この著者で検索)Indian Institute of Science Education and Research Pune;Kyosuke Ueda (author) (この著者で検索)Tohoku Univ.Takayuki Narushima (author) (この著者で検索)Tohoku Univ.
- キーワード
- high temperature oxidation, parabolic rate constant, first principles calculations, machine learning, electronegativity
- 刊行年月日
- 更新時刻
- 2024-10-18 16:30:37 +0900
Computational discovery of stable Na-ion sulfide solid electrolytes with high conductivity at room temperature
- ジャーナル論文
- 著者
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Seong-Hoon Jang (author) (この著者で検索)
https://orcid.org/0000-0001-6026-636X
(unauthenticated)
;
Randy Jalem (author) (この著者で検索)National Institute for Materials Science
;
Yoshitaka Tateyama (author) (この著者で検索)National Institute for Materials Science
- キーワード
- all solid state batteries, solid electrolytes, high-throughput first-principles calculation, computational materials search, machine learning, sodium ion conductors
- 刊行年月日
- 2024-08-05
- 更新時刻
- 2024-10-10 16:30:52 +0900
機械学習高速自動スペクトル解析ソフト“EMPeaks”について
- ジャーナル論文
- 著者
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永村 直佳 (author) (この著者で検索)National Institute for Materials Science
;
安藤 康伸 (author) (この著者で検索)
- キーワード
- spectroscopy, peak fitting, data analysis, machine learning
- 刊行年月日
- 2024-10-10
- 更新時刻
- 2025-01-10 16:31:04 +0900
Data-driven approaches for designing thermal insulating materials
- プレゼンテーション
- 著者
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Yen-Ju Wu (author) (この著者で検索)National Institute for Materials Science Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group
;
Yibin Xu (author) (この著者で検索)National Institute for Materials Science Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group
- キーワード
- Interfacial thermal resistance, machine learning, thermal insulator, data-driven technique
- 刊行年月日
- 更新時刻
- 2024-12-25 16:30:37 +0900