File type: application/pdf Keyword: Machine Learning

6 records found.

Single Crystal_Revised_Manuscript JACS-2025-012602.pdf
Mesoporous Single-Crystal High-Entropy Alloy
Journal article
Creator
Ravi Nandan (author) (Search by this author)
National Institute for Materials Science
;
Ho Ngoc Nam (author) (Search by this author)
;
Quan Manh Phung (author) (Search by this author)
;
Hiroki Nara (author) (Search by this author)
;
Joel Henzie (author) (Search by this author)
ORCID SAMURAI ;
Yusuke Yamauchi (author) (Search by this author)
National Institute for Materials Science
ORCID
Keyword
High Entropy Alloy, Electrocatalysis, Machine Learning, Mesoporous Metal, Nanoparticle
Date published
2025-06-04
Updated at
2026-02-16 18:06:09 +0900

REPM2025_P2-3_Hosoi.pdf
Multi-objective optimization of magnet compositions by machine learning
Conference poster
Collection
The 28th International Workshop on Rare Earth and Future Permanent Magnets and Their Applications (REPM2025)
Creator
Hyuga Hosoi (author) (Search by this author)
Toyota Motor Corporation, Japan
;
Yamano Hayate (author) (Search by this author)
Toyota Motor Corporation, Japan
;
Kinoshita Akihito (author) (Search by this author)
Toyota Motor Corporation, Japan
;
Sakuma Noritsugu (author) (Search by this author)
Toyota Motor Corporation, Japan
;
Umetani Yusuke (author) (Search by this author)
Toyota Motor Corporation, Japan
;
Shoji Tetsuya (author) (Search by this author)
Toyota Motor Corporation, Japan
;
Thomas Schrefl (author) (Search by this author)
Donau University Krems, Austria
Keyword
REPM2025, NdFeB, Machine Learning, Multi–objective optimization, WAVEBASE
Date published
Updated at
2025-09-11 16:31:00 +0900

[vol.92]MANA Scientists Employ Active Machine Learning to Enhance Thermoelectric Performance of Materials_MANA.pdf
[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) (author) (Search by this author)
National Institute for Materials Science
Keyword
Kesterite, Thermoelectric Properties, Machine Learning, Process Optimization, Ceramics
Date published
2025-01-20
Updated at
2025-02-13 15:42:03 +0900

s41467-024-48148-w (1).pdf
Pretreatment-free SERS sensing of microplastics using a self-attention-based neural network on hierarchically porous Ag foams
Journal article
Creator
Olga Guselnikova (author) (Search by this author)
ORCID ;
Andrii Trelin (author) (Search by this author)
;
Yunqing Kang (author) (Search by this author)
National Institute for Materials Science
;
Pavel Postnikov (author) (Search by this author)
;
Makoto Kobashi (author) (Search by this author)
;
Asuka Suzuki (author) (Search by this author)
;
Lok Kumar Shrestha (author) (Search by this author)
ORCID SAMURAI ;
Joel Henzie (author) (Search by this author)
ORCID SAMURAI ;
Yusuke Yamauchi (author) (Search by this author)
National Institute for Materials Science
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

d3cp06298h.pdf
Extraction of local structure differences in silica based on unsupervised learning
Journal article
Creator
Anh Khoa Augustin Lu (author) (Search by this author)
ORCID SAMURAI ;
Jianbo Lin (author) (Search by this author)
National Institute for Materials Science
ORCID ;
Yasunori Futamura (author) (Search by this author)
;
Tetsuya Sakurai (author) (Search by this author)
;
Ryo Tamura (author) (Search by this author)
ORCID SAMURAI ;
Tsuyoshi Miyazaki (author) (Search by this author)
ORCID SAMURAI
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