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Journal article(2)
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Machine learning (2)
Anomalous Hall effect (1)
Autonomous (1)
Combinatorial (1)
Hydrogen embrittlement (1)
Martensitic steel (1)
Symbolic regression (1)
hap (shapley additive explanations) (1)
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Creative Commons BY Attribution 4.0 International (2)
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application/pdf (2)
Keyword: Machine learning
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Autonomous closed-loop exploration of composition-spread films for the anomalous Hall effect
Journal article
Creator
Ryo Toyama
(author) (
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https://orcid.org/0000-0002-7398-5803
NIMS Researchers Directory SAMURAI
Ryo Toyama
;
Ryo Tamura
(author) (
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)
https://orcid.org/0000-0002-0349-358X
NIMS Researchers Directory SAMURAI
Ryo Tamura
;
Shoichi Matsuda
(author) (
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https://orcid.org/0000-0002-0640-3404
NIMS Researchers Directory SAMURAI
Shoichi Matsuda
;
Yuma Iwasaki
(author) (
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)
https://orcid.org/0000-0002-7117-277X
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Yuma Iwasaki
;
Yuya Sakuraba
(author) (
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)
https://orcid.org/0000-0003-4618-9550
NIMS Researchers Directory SAMURAI
Yuya Sakuraba
Keyword
Machine learning
,
Autonomous
,
Combinatorial
,
Anomalous Hall effect
Date published
2025-11-19
Updated at
2025-12-25 17:32:06 +0900
Data-driven analysis of hydrogen embrittlement in martensitic steels with interpretable machine learning
Journal article
Creator
Houichi Kitano
(author) (
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https://orcid.org/0000-0002-0778-574X
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Houichi Kitano
;
Yuuji Kimura
(author) (
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)
https://orcid.org/0000-0002-8907-0704
NIMS Researchers Directory SAMURAI
Yuuji Kimura
;
Akinobu Shibata
(author) (
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)
https://orcid.org/0000-0001-8577-6411
NIMS Researchers Directory SAMURAI
Akinobu Shibata
Keyword
Hydrogen embrittlement
,
Martensitic steel
,
Machine learning
,
hap (shapley additive explanations)
,
Symbolic regression
Date published
2026-04-23
Updated at
2026-06-17 09:57:29 +0900
Keyword
Machine learning
(2)
Anomalous Hall effect
(1)
Autonomous
(1)
Combinatorial
(1)
Hydrogen embrittlement
(1)
Martensitic steel
(1)
Symbolic regression
(1)
hap (shapley additive explanations)
(1)
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Collection
Resource type
Journal article(2)
Keyword
Machine learning (2)
Anomalous Hall effect (1)
Autonomous (1)
Combinatorial (1)
Hydrogen embrittlement (1)
Martensitic steel (1)
Symbolic regression (1)
hap (shapley additive explanations) (1)
(more)
License
Creative Commons BY Attribution 4.0 International (2)
File type
application/pdf (2)