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Journal article(26)
Conference presentation(4)
Conference poster(1)
Dataset(1)
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Machine learning (32)
Autonomous (3)
Process (3)
Anomalous Hall effect (2)
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Ceramic (2)
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Kesterite (2)
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Creative Commons BY Attribution 4.0 International (16)
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B-H tracer (1)
Carl Zeiss Crossbeam 1540 EsB FIB/SEM (1)
Keyword: Machine learning
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32 records found. Displaying records 1 to 10.
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Lung cancer detection in perioperative patients' exhaled breath with nanomechanical sensor array
Journal article
Creator
Yusuke Saeki
(author) (
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Yusuke Saeki
;
Naoki Maki
(author) (
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)
Naoki Maki
;
Takahiro Nemoto
(author) (
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)
National Institute for Materials Science
Takahiro Nemoto
;
Katsushige Inada
(author) (
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)
Katsushige Inada
;
Kosuke Minami
(author) (
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)
https://orcid.org/0000-0003-4145-1118
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Kosuke Minami
;
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
;
Gaku Imamura
(author) (
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)
https://orcid.org/0000-0002-3130-7190
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Gaku Imamura
;
Yukiko Cho-Isoda
(author) (
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Yukiko Cho-Isoda
;
Shinsuke Kitazawa
(author) (
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)
Shinsuke Kitazawa
;
Hiroshi Kojima
(author) (
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)
Hiroshi Kojima
;
Genki Yoshikawa
(author) (
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)
https://orcid.org/0000-0002-9136-8964
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Genki Yoshikawa
;
Yukio Sato
(author) (
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)
Yukio Sato
Keyword
Lung cancer
,
Breath analysis
,
Electronic nose (e-nose)
,
Membrane-type Surface stress Sensor (MSS)
,
Machine learning
Date published
2024-02-25
Updated at
2025-02-25 12:30:08 +0900
Process optimization on kesterite-based ceramics for enhancing their thermoelectric performances assisted by active machine learning approach: A tool for metal-sulfide ceramics development
Journal article
Creator
Cédric Bourgès
(author) (
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)
https://orcid.org/0000-0001-9056-0420
National Institute for Materials Science
Cédric Bourgès
;
Guillaume Lambard
(author) (
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)
https://orcid.org/0000-0003-0275-4079
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Guillaume Lambard
;
Naoki Sato
(author) (
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https://orcid.org/0000-0002-6429-0591
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Naoki Sato
;
Makoto Tachibana
(author) (
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https://orcid.org/0000-0002-5907-5563
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Makoto Tachibana
;
Satoshi Ishii
(author) (
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https://orcid.org/0000-0003-0731-8428
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Satoshi Ishii
;
Takao Mori
(author) (
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https://orcid.org/0000-0003-2682-1846
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Takao Mori
Keyword
Kesterite
,
Machine learning
,
Process
,
Thermoelectric
,
Ceramic
Date published
2024-08-29
Updated at
2024-09-20 16:30:30 +0900
Process parameters and magnetic properties (coercivity, remanence, squareness, maximum energy product) of data-driven fabrication of Nd-Fe-B anisotropic magnets by direct hot extrusion.
Dataset
Creator
Lambard, Guillaume
(author) (
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)
https://orcid.org/0000-0003-0275-4079
NIMS Researchers Directory SAMURAI
Lambard, Guillaume
;
Sasaki, Taisuke
(author) (
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)
https://orcid.org/0000-0002-5952-7638
NIMS Researchers Directory SAMURAI
Sasaki, Taisuke
;
Sodeyama, Keitaro
(author) (
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)
https://orcid.org/0000-0002-9228-0729
NIMS Researchers Directory SAMURAI
Sodeyama, Keitaro
;
Ohkubo, Tadakatsu
(author) (
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)
https://orcid.org/0000-0003-3548-1951
NIMS Researchers Directory SAMURAI
Ohkubo, Tadakatsu
;
Hono, Kazuhiro
(author) (
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)
https://orcid.org/0000-0001-7367-0193
NIMS Researchers Directory SAMURAI
Hono, Kazuhiro
Keyword
Maximum energy product
,
Coercivity
,
Squareness
,
Machine learning
,
Remanence
,
Process
,
Bayesian Optimization
,
Hot extrusion
,
Active learning
,
Nd-Fe-B magnet
Date published
2021-10-11
Updated at
2022-10-03 02:01:08 +0900
Phase-separation induced dislocation-network cellular structures in Ti-Zr-Nb-Mo-Ta high-entropy alloy processed by laser powder bed fusion
Journal article
Creator
Han Chen
(author) (
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)
Han Chen
;
Daisuke Egusa
(author) (
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)
Daisuke Egusa
;
Zehao Li
(author) (
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)
National Institute for Materials Science
Zehao Li
;
Taisuke Sasaki
(author) (
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)
https://orcid.org/0000-0002-5952-7638
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Taisuke Sasaki
;
Ryosuke Ozasa
(author) (
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)
Ryosuke Ozasa
;
Takuya Ishimoto
(author) (
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Takuya Ishimoto
;
Masayuki Okugawa
(author) (
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)
Masayuki Okugawa
;
Yuichiro Koizumi
(author) (
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)
Yuichiro Koizumi
;
Takayoshi Nakano
(author) (
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)
Takayoshi Nakano
;
Eiji Abe
(author) (
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)
Eiji Abe
Keyword
High-entropy alloy
,
Laser powder bed fusion
,
Cellular structure
,
Phase separation
,
Dislocation-network
,
Electron microscopy
,
Machine learning
Date published
2025-03-12
Updated at
2025-04-08 13:16:16 +0900
Advances in Carbon Nanotubes: Synthesis, Properties, and Cutting-Edge Applications
Journal article
Creator
Guohai Chen
(author) (
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)
https://orcid.org/0000-0001-8481-0972
(unauthenticated)
Guohai Chen
;
Dai-Ming Tang
(author) (
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)
https://orcid.org/0000-0001-7136-7481
NIMS Researchers Directory SAMURAI
Dai-Ming Tang
Keyword
Carbon Nanotubes
,
Synthesis
,
Properties
,
Machine learning
Date published
2025-10-20
Updated at
2025-12-13 08:30:03 +0900
Data-Driven Development of Magnetic Materials
Conference presentation
Creator
BOLYACHKIN Anton
(author) (
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)
https://orcid.org/0000-0003-0420-1806
Global Networking Division/International Center for Young Scientists, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
BOLYACHKIN Anton
;
SEPEHRI AMIN Hossein
(author) (
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https://orcid.org/0000-0002-7856-7897
Research Center for Magnetic and Spintronic Materials/Magnetic Materials Analysis Group, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
SEPEHRI AMIN Hossein
;
OHKUBO Tadakatsu
(author) (
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https://orcid.org/0000-0003-3548-1951
Research Center for Magnetic and Spintronic Materials, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
OHKUBO Tadakatsu
Keyword
Nd-Fe-B magnets
,
Magnetocaloric materials
,
Magnetic recodring
,
Machine learning
Date published
Updated at
2024-10-16 16:30:20 +0900
自律材料探索による磁性材料開発
Journal article
Creator
岩崎 悠真
(author) (
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)
https://orcid.org/0000-0002-7117-277X
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
岩崎 悠真
Keyword
Machine learning
,
Materials Informatics
Date published
2025-06-10
Updated at
2025-12-12 08:30:25 +0900
In Situ Forming Supramolecular Nanofiber Hydrogel as a Biodegradable Liquid Embolic Agent for Postembolization Tissue Remodeling
Journal article
Creator
Akihiro Nishiguchi
(author) (
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https://orcid.org/0000-0002-3160-6385
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Akihiro Nishiguchi
;
Miho Ohta
(author) (
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)
Miho Ohta
;
Debabrata Palai
(author) (
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)
https://orcid.org/0000-0003-1192-6143
National Institute for Materials Science
Debabrata Palai
;
Shima Ito
(author) (
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)
https://orcid.org/0000-0002-3233-617X
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Shima Ito
;
Kensaku Mori
(author) (
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Kensaku Mori
;
Ryotaro Akagi
(author) (
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Ryotaro Akagi
;
Christophe Bajan
(author) (
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https://orcid.org/0009-0008-1433-9618
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Christophe Bajan
;
Guillaume Lambard
(author) (
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https://orcid.org/0000-0003-0275-4079
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Guillaume Lambard
;
Keitaro Sodeyama
(author) (
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https://orcid.org/0000-0002-9228-0729
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Keitaro Sodeyama
;
Tetsushi Taguchi
(author) (
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)
https://orcid.org/0000-0003-2541-2530
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Tetsushi Taguchi
Keyword
Hydrogel
,
Embolic agent
,
Machine learning
Date published
2024-11-07
Updated at
2025-02-26 16:30:29 +0900
Quasicrystals predicted and discovered by machine learning
Journal article
Creator
Chang Liu
(author) (
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Chang Liu
;
Koichi Kitahara
(author) (
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)
Koichi Kitahara
;
Asuka Ishikawa
(author) (
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)
Asuka Ishikawa
;
Takanobu Hiroto
(author) (
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https://orcid.org/0000-0002-6176-5782
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Takanobu Hiroto
;
Alok Singh
(author) (
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https://orcid.org/0000-0001-5515-8305
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Alok Singh
;
Erina Fujita
(author) (
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https://orcid.org/0000-0002-0987-5597
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Erina Fujita
;
Yukari Katsura
(author) (
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https://orcid.org/0000-0002-8905-2995
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yukari Katsura
;
Yuki Inada
(author) (
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Yuki Inada
;
Ryuji Tamura
(author) (
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Ryuji Tamura
;
Kaoru Kimura
(author) (
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https://orcid.org/0000-0001-5050-4256
National Institute for Materials Science
Kaoru Kimura
;
Ryo Yoshida
(author) (
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https://orcid.org/0000-0001-8092-0162
(unauthenticated)
Ryo Yoshida
Keyword
Crystal forms
,
Crystal phenomena
,
Crystal structure
,
Alloys
,
Machine learning
Date published
2023-09-25
Updated at
2024-11-21 16:36:03 +0900
Efficient autonomous material search method combining ab initio calculations, autoencoder, and multi-objective Bayesian optimization
Journal article
Creator
Yuma Iwasaki
(author) (
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https://orcid.org/0000-0002-7117-277X
NIMS Researchers Directory SAMURAI
Yuma Iwasaki
;
Hwang Jaekyun
(author) (
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)
https://orcid.org/0000-0002-1792-0044
(unauthenticated)
Hwang Jaekyun
;
Yuya Sakuraba
(author) (
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https://orcid.org/0000-0003-4618-9550
NIMS Researchers Directory SAMURAI
Yuya Sakuraba
;
Masato Kotsugi
(author) (
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)
https://orcid.org/0000-0002-4841-1808
(unauthenticated)
Masato Kotsugi
;
Yasuhiko Igarashi
(author) (
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)
https://orcid.org/0000-0003-1042-6657
(unauthenticated)
Yasuhiko Igarashi
Keyword
autonomous materials search
,
ab-initio
,
Machine learning
Date published
2022-12-31
Updated at
2024-01-05 22:14:05 +0900
Keyword
Machine learning
(32)
Autonomous
(3)
Process
(3)
Anomalous Hall effect
(2)
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(2)
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(2)
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(2)
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(2)
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(2)
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(1)
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(1)
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(1)
Coercivity
(1)
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(1)
Critical temperature
(1)
Crystal forms
(1)
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Curie temperature
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Fragment descriptor
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Hydrogel
(1)
Hydrogen embrittlement
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SmFe12-based alloys
(1)
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(1)
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(1)
active learning
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adhesive
(1)
autonomous materials search
(1)
hap (shapley additive explanations)
(1)
plasma emission spectrum
(1)
principal component analysis (PCA)
(1)
reactive magnetron sputtering
(1)
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Collection
Resource type
Journal article(26)
Conference presentation(4)
Conference poster(1)
Dataset(1)
Keyword
Machine learning (32)
Autonomous (3)
Process (3)
Anomalous Hall effect (2)
Bayesian optimization (2)
Ceramic (2)
Combinatorial (2)
Crystal structure (2)
Kesterite (2)
Thermoelectric (2)
(more)
License
Creative Commons BY Attribution 4.0 International (16)
In Copyright (8)
Creative Commons BY-NC-ND Attribution-NonCommercial-NoDerivs 4.0 International (3)
cc-by-3.0 (1)
https://creativecommons.org/licenses/by/3.0/ (1)
File type
application/pdf (26)
application/vnd.openxmlformats-officedocument.wordprocessingml.document (5)
application/msword (1)
application/vnd.openxmlformats-officedocument.spreadsheetml.sheet (1)
application/zip (1)
Instrument name
B-H tracer (1)
Carl Zeiss Crossbeam 1540 EsB FIB/SEM (1)