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Collection
The 28th International Workshop on Rare Earth and Future Permanent Magnets and Their Applications (REPM2025)(1)
Research Highlights(1)
Resource type
Journal article(4)
Conference poster(1)
Magazine(1)
Keyword
Machine Learning (6)
Ceramics (1)
Density Functional Theory (DFT) (1)
Electrocatalysis (1)
High Entropy Alloy (1)
Kesterite (1)
Material Informatics (1)
Mesoporous Metal (1)
Microplastics (1)
Molecular Dynamics(MD) (1)
(more)
License
Creative Commons BY Attribution 4.0 International (3)
In Copyright (2)
File type
application/pdf (6)
image/jpeg (1)
File type: application/pdf
Keyword: Machine Learning
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6 records found.
Mesoporous Single-Crystal High-Entropy Alloy
Journal article
Creator
Ravi Nandan
(author) (
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)
National Institute for Materials Science
Ravi Nandan
;
Ho Ngoc Nam
(author) (
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)
Ho Ngoc Nam
;
Quan Manh Phung
(author) (
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)
Quan Manh Phung
;
Hiroki Nara
(author) (
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)
Hiroki Nara
;
Joel Henzie
(author) (
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)
https://orcid.org/0000-0002-9190-2645
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Joel Henzie
;
Yusuke Yamauchi
(author) (
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)
https://orcid.org/0000-0001-7854-927X
(unauthenticated)
National Institute for Materials Science
Yusuke Yamauchi
Keyword
High Entropy Alloy
,
Electrocatalysis
,
Machine Learning
,
Mesoporous Metal
,
Nanoparticle
Date published
2025-06-04
Updated at
2026-02-16 18:06:09 +0900
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) (
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)
Toyota Motor Corporation, Japan
Hyuga Hosoi
;
Yamano Hayate
(author) (
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)
Toyota Motor Corporation, Japan
Yamano Hayate
;
Kinoshita Akihito
(author) (
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)
Toyota Motor Corporation, Japan
Kinoshita Akihito
;
Sakuma Noritsugu
(author) (
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)
Toyota Motor Corporation, Japan
Sakuma Noritsugu
;
Umetani Yusuke
(author) (
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)
Toyota Motor Corporation, Japan
Umetani Yusuke
;
Shoji Tetsuya
(author) (
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)
Toyota Motor Corporation, Japan
Shoji Tetsuya
;
Thomas Schrefl
(author) (
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)
Donau University Krems, Austria
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)
(author) (
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)
National Institute for Materials Science
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
Journal article
Creator
Olga Guselnikova
(author) (
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)
https://orcid.org/0000-0002-2594-9605
(unauthenticated)
Olga Guselnikova
;
Andrii Trelin
(author) (
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)
Andrii Trelin
;
Yunqing Kang
(author) (
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)
National Institute for Materials Science
Yunqing Kang
;
Pavel Postnikov
(author) (
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)
Pavel Postnikov
;
Makoto Kobashi
(author) (
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)
Makoto Kobashi
;
Asuka Suzuki
(author) (
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)
Asuka Suzuki
;
Lok Kumar Shrestha
(author) (
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)
https://orcid.org/0000-0003-2680-6291
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Lok Kumar Shrestha
;
Joel Henzie
(author) (
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)
https://orcid.org/0000-0002-9190-2645
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Joel Henzie
;
Yusuke Yamauchi
(author) (
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)
National Institute for Materials Science
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
Journal article
Creator
Anh Khoa Augustin Lu
(author) (
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)
https://orcid.org/0000-0003-4702-0933
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Anh Khoa Augustin Lu
;
Jianbo Lin
(author) (
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)
https://orcid.org/0000-0003-0769-9857
National Institute for Materials Science
Jianbo Lin
;
Yasunori Futamura
(author) (
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)
Yasunori Futamura
;
Tetsuya Sakurai
(author) (
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)
Tetsuya Sakurai
;
Ryo Tamura
(author) (
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)
https://orcid.org/0000-0002-0349-358X
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Ryo Tamura
;
Tsuyoshi Miyazaki
(author) (
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)
https://orcid.org/0000-0003-3534-4404
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
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
Journal article
Creator
FOPPIANO, Luca
(author) (
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)
https://orcid.org/0000-0002-6114-6164
FOPPIANO, Luca
;
Thaer, M. Dieb
(author) (
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)
https://orcid.org/0000-0002-8111-2009
NIMS Researchers Directory SAMURAI
Thaer, M. Dieb
;
SUZUKI, Akira
(author) (
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)
https://orcid.org/0000-0002-8167-0414
SUZUKI, Akira
;
ISHII, Masashi
(author) (
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)
https://orcid.org/0000-0003-0357-2832
NIMS Researchers Directory SAMURAI
ISHII, Masashi
Keyword
TDM
,
NLP
,
Machine Learning
,
Material Informatics
,
Superconductors
Date published
2019-05-31
Updated at
2022-10-03 01:50:55 +0900
Keyword
Machine Learning
(6)
Ceramics
(1)
Density Functional Theory (DFT)
(1)
Electrocatalysis
(1)
High Entropy Alloy
(1)
Kesterite
(1)
Material Informatics
(1)
Mesoporous Metal
(1)
Microplastics
(1)
Molecular Dynamics(MD)
(1)
Multi–objective optimization
(1)
NLP
(1)
Nanoparticle
(1)
NdFeB
(1)
Plasmonics
(1)
Process Optimization
(1)
REPM2025
(1)
SERS
(1)
Self-attention-based neural networks
(1)
Superconductors
(1)
TDM
(1)
Thermoelectric Properties
(1)
WAVEBASE
(1)
local structure analysis
(1)
silica
(1)
unsupervised learning
(1)
RDE metadata def
RDE invoice schema
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