Surface-Structure Search with Variable Composition and Periodicity via Machine Learning and Evolutionary Algorithms: Applications to Pt/Ge Oxidation and Au--Sn Alloying
- ジャーナル論文
- 著者
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;F. Kuroda (author) (この著者で検索)National Institute of Advanced Industrial Science and Technology (AIST) a Materials DX Research CenterM. Otani (author) (この著者で検索)
- キーワード
- Sections, lists, figures, tables, mathematics, fonts, references, appendices
- 刊行年月日
- 2026-07-07
- 更新時刻
- 2026-07-08 16:54:06 +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
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;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
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
Deep learning framework for analyzing birefringence imaging by incorporating optical polarization overlap in stress-induced ferroelectric SrTiO
- ジャーナル論文
- 著者
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;Hirotaka Manaka (author) (この著者で検索)Kagoshima University a Graduate School of Science and Engineering;Shoutarou Katayama (author) (この著者で検索);Soichiro Honda (author) (この著者で検索)Yoko Miura (author) (この著者で検索)
- キーワード
- LSTM, temperature series principal component analysis, 3D convolutional autoencoder, temperature series forest, stress-induced ferroelectricity, SrTiO3
- 刊行年月日
- 2025-12-31
- 更新時刻
- 2025-10-21 16:05:44 +0900
Program for automatic numerical conversion of a line graph (line plot)
- ジャーナル論文
- 著者
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YOSHITAKE, Michiko (author) (この著者で検索)
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;KONO, Takashi (author) (この著者で検索)KADOHIRA, Takuya (author) (この著者で検索)
- キーワード
- Image data, Numerical data, Automatic conversion, Plot with multiple line, Deep learning
- 刊行年月日
- 2020-10-26
- 更新時刻
- 2024-01-05 22:12:23 +0900
Non-negative matrix factorization analysis of spatially-resolved photoemission spectra for epitaxially grown graphene on SiC
- ジャーナル論文
- 著者
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;Masaki Imamura (author) (この著者で検索)Saga University Synchrotron Light Application CenterKazutoshi Takahashi (author) (この著者で検索)
- キーワード
- Photoemission spectroscopy, non-negative matrix factorization, graphene, machine learning, data-driven analysis
- 刊行年月日
- 2026-06-19
- 更新時刻
- 2026-06-24 15:38:41 +0900
Computational material screening for electrode materials of BaSi2 solar cells
- ジャーナル論文
- 著者
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;Tomoaki Yazaki (author) (この著者で検索)University of Yamanashi a Center for Crystal Science and Technology;Keisuke Arimoto (author) (この著者で検索);Junji Yamanaka (author) (この著者で検索)Kosuke O. Hara (author) (この著者で検索)
- キーワード
- Solar cells, metallic electrode, high-throughput virtual screening, work function, melting point, density functional theory
- 刊行年月日
- 2026-12-31
- 更新時刻
- 2026-03-07 12:30:04 +0900
Multi-objective optimization for designing structurally similar proteins with dissimilar sequences
- ジャーナル論文
- 著者
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;Ryo Akiba (author) (この著者で検索)Institute of Science Tokyo a School of Life Science and Technology;Yoshitaka Moriwaki (author) (この著者で検索);Ryuichiro Ishitani (author) (この著者で検索)Naruki Yoshikawa (author) (この著者で検索)
- キーワード
- Protein design, multi-objective optimization, generative AI
- 刊行年月日
- 2026-12-31
- 更新時刻
- 2026-02-03 15:05:41 +0900
MaterialBERT for Natural Language Processing of Materials Science Texts
- ジャーナル論文
- 著者
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;KAWANO, Hiroyuki (author) (この著者で検索)Ridgelinez Limited;SATO, Fumitaka (author) (この著者で検索)Ridgelinez LimitedYOSHITAKE, Michiko (author) (この著者で検索)National Institute for Materials Science MaDIS
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;MOTEKI, Fuma (operator) (この著者で検索)Ridgelinez LimitedTERAOKA, Hiroshi (author) (この著者で検索)Ridgelinez Limited
- キーワード
- word embedding, pre-training, BERT, literal information
- 刊行年月日
- 更新時刻
- 2025-04-15 08:30:11 +0900
Neuromorphic learning, working memory, and metaplasticity in nanowire networks
- ジャーナル論文
- 著者
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;Alon Loeffler (author) (この著者で検索)The University of Sydney School of Physics;Adrian Diaz-Alvarez (author) (この著者で検索)NIMS International Center for Young Scientists (ICYS);Ruomin Zhu (author) (この著者で検索)The University of Sydney School of Physics;Natesh Ganesh (author) (この著者で検索)National Institute of Standards and Technology (NIMS);James M. Shine (author) (この著者で検索)The University of Sydney School of PhysicsTomonobu Nakayama (author) (この著者で検索)NIMS International Center for Materials Nanoarchitectonics (MANA)
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Zdenka Kuncic (author) (この著者で検索)The University of Sydney School of Physics
- キーワード
- Neuromorphic, Silver nanowire network, neurosynaptic connectivity, emergent dynamics, metaplasticity, learning, memory
- 刊行年月日
- 2023-04-21
- 更新時刻
- 2024-01-05 22:11:55 +0900