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Article and Dataset
Collection
The 28th International Workshop on Rare Earth and Future Permanent Magnets and Their Applications (REPM2025)(1)
Resource type
Conference poster(1)
Journal article(1)
Keyword
Machine Learning (2)
Density Functional Theory (DFT) (1)
Molecular Dynamics(MD) (1)
Multi–objective optimization (1)
NdFeB (1)
REPM2025 (1)
WAVEBASE (1)
local structure analysis (1)
silica (1)
unsupervised learning (1)
(more)
License
Creative Commons BY Attribution 4.0 International (2)
File type
application/pdf (2)
image/jpeg (1)
Keyword: Machine Learning
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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
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
Keyword
Machine Learning
(2)
Density Functional Theory (DFT)
(1)
Molecular Dynamics(MD)
(1)
Multi–objective optimization
(1)
NdFeB
(1)
REPM2025
(1)
WAVEBASE
(1)
local structure analysis
(1)
silica
(1)
unsupervised learning
(1)
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Collection
The 28th International Workshop on Rare Earth and Future Permanent Magnets and Their Applications (REPM2025)(1)
Resource type
Conference poster(1)
Journal article(1)
Keyword
Machine Learning (2)
Density Functional Theory (DFT) (1)
Molecular Dynamics(MD) (1)
Multi–objective optimization (1)
NdFeB (1)
REPM2025 (1)
WAVEBASE (1)
local structure analysis (1)
silica (1)
unsupervised learning (1)
(more)
License
Creative Commons BY Attribution 4.0 International (2)
File type
application/pdf (2)
image/jpeg (1)