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Resource type
Journal article(3)
Keyword
Ising machine (1)
Machine learning (1)
Proton configuration (1)
active learning (1)
black-box function (1)
generative AI (1)
materials informatics (1)
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Creative Commons BY Attribution 4.0 International (3)
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3 records found. Displaying records 1 to 3.
Exploring utilization of generative AI for research and education in data-driven materials science
Journal article
Creator
Takahiro Misawa
(author) (
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https://orcid.org/0000-0001-6799-6672
(unauthenticated)
Takahiro Misawa
;
Ai Koizumi
(author) (
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)
Ai Koizumi
;
Ryo Tamura
(author) (
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)
https://orcid.org/0000-0002-0349-358X
NIMS Researchers Directory SAMURAI
Ryo Tamura
;
Kazuyoshi Yoshimi
(author) (
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)
Kazuyoshi Yoshimi
Keyword
generative AI
Date published
2025-12-31
Updated at
2025-10-02 12:30:17 +0900
Performance of uncertainty-based active learning for efficient approximation of black-box functions in materials science
Journal article
Creator
Ai Koizumi
(author) (
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)
Ai Koizumi
;
Guillaume Deffrennes
(author) (
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)
Guillaume Deffrennes
;
Kei Terayama
(author) (
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)
Kei Terayama
;
Ryo Tamura
(author) (
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)
https://orcid.org/0000-0002-0349-358X
NIMS Researchers Directory SAMURAI
Ryo Tamura
Keyword
active learning
,
black-box function
,
materials informatics
Date published
2024-11-06
Updated at
2024-11-21 16:35:14 +0900
Determination of Stable Proton Configurations by Black-Box Optimization Using an Ising Machine
Journal article
Creator
Jianbo Lin
(author) (
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Jianbo Lin
;
Tomofumi Tada
(author) (
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)
https://orcid.org/0000-0003-3093-3779
(unauthenticated)
Tomofumi Tada
;
Ai Koizumi
(author) (
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)
Ai Koizumi
;
Masato Sumita
(author) (
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)
https://orcid.org/0000-0002-3506-1028
(unauthenticated)
Masato Sumita
;
Koji Tsuda
(author) (
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)
https://orcid.org/0000-0002-4288-1606
NIMS Researchers Directory SAMURAI
Koji Tsuda
;
Ryo Tamura
(author) (
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)
https://orcid.org/0000-0002-0349-358X
NIMS Researchers Directory SAMURAI
Ryo Tamura
Keyword
Machine learning
,
Ising machine
,
Proton configuration
Date published
2025-02-06
Updated at
2025-05-23 08:30:18 +0900
Keyword
Ising machine
(1)
Machine learning
(1)
Proton configuration
(1)
active learning
(1)
black-box function
(1)
generative AI
(1)
materials informatics
(1)
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Resource type
Journal article(3)
Keyword
Ising machine (1)
Machine learning (1)
Proton configuration (1)
active learning (1)
black-box function (1)
generative AI (1)
materials informatics (1)
(more)
License
Creative Commons BY Attribution 4.0 International (3)
File type
application/pdf (3)