5 records found.
Multi-objective optimization of magnet compositions by machine learning
- Poster
- Creator
- Hyuga Hosoi ; Yamano Hayate ; Kinoshita Akihito ; Sakuma Noritsugu ; Umetani Yusuke ; Shoji Tetsuya ; Thomas Schrefl
- Keyword
- REPM2025, NdFeB, Machine Learning, Multi–objective optimization, WAVEBASE
- Date published
- Updated at
- 2025-09-11 16:31:00 +0900
[Research Highlights Vol. 92]MANA Scientists Employ Active Machine Learning to Enhance Thermoelectric Performance of Materials
- Magazine
- Collection
- Research Highlights
- Creator
- International Center for Materials Nanoarchitectonics (WPI-MANA)
- Keyword
- Kesterite, Thermoelectric Properties, Machine Learning, Process Optimization, Ceramics
- Date published
- 2025-01-20
- Updated at
- 2025-02-13 15:42:03 +0900
Pretreatment-free SERS sensing of microplastics using a self-attention-based neural network on hierarchically porous Ag foams
- Article
- Creator
-
Olga Guselnikova
;
Andrii Trelin
;
Yunqing Kang
;
Pavel Postnikov
;
Makoto Kobashi
;
Asuka Suzuki
;
Lok Kumar Shrestha
;
Joel Henzie
;
Yusuke Yamauchi
- Keyword
- SERS, Microplastics, Plasmonics, Machine Learning, Self-attention-based neural networks
- Date published
- 2024-05-28
- Updated at
- 2024-08-20 12:30:25 +0900
Extraction of local structure differences in silica based on unsupervised learning
- Article
- Creator
-
Anh Khoa Augustin Lu
;
Jianbo Lin
;
Yasunori Futamura
;
Tetsuya Sakurai
;
Ryo Tamura
;
Tsuyoshi Miyazaki
- Keyword
- silica, unsupervised learning, Machine Learning, Molecular Dynamics(MD), Density Functional Theory (DFT), local structure analysis
- Date published
- 2024-03-28
- Updated at
- 2024-08-20 08:30:29 +0900
Proposal for Automatic Extraction Framework of Superconductors Related Information from Scientific Literature
- Article
- Creator
-
FOPPIANO, Luca
;
Thaer, M. Dieb
;
SUZUKI, Akira
;
ISHII, Masashi
- Keyword
- TDM, NLP, Machine Learning, Material Informatics, Superconductors
- Date published
- 2019-05-31
- Updated at
- 2022-10-03 01:50:55 +0900