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Keyword: machine learning
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Deep Learning Enables Rapid Identification of a New Quasicrystal from Multiphase Powder Diffraction Patterns
Journal article
Creator
Hirotaka Uryu
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Hirotaka Uryu
;
Tsunetomo Yamada
(author) (
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Tsunetomo Yamada
;
Koichi Kitahara
(author) (
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Koichi Kitahara
;
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
;
Yutaka Iwasaki
(author) (
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https://orcid.org/0000-0002-7317-4939
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yutaka Iwasaki
;
Kaoru Kimura
(author) (
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https://orcid.org/0000-0001-5050-4256
National Institute for Materials Science
Kaoru Kimura
;
Kanta Hiroki
(author) (
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Kanta Hiroki
;
Naoki Miyao
(author) (
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Naoki Miyao
;
Asuka Ishikawa
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Asuka Ishikawa
;
Ryuji Tamura
(author) (
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Ryuji Tamura
;
Satoshi Ohhashi
(author) (
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Satoshi Ohhashi
;
Chang Liu
(author) (
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Chang Liu
;
Ryo Yoshida
(author) (
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Ryo Yoshida
Keyword
deep learning
,
x-ray powder diffraction
,
quasicrystal
,
phase identification
,
machine learning
Date published
2023-11-14
Updated at
2024-12-13 12:30:39 +0900
Theoretical investigation of oxidation mechanism in Ti and its alloys
Conference paper
Creator
Ryoji Sahara
(author) (
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https://orcid.org/0000-0003-0788-2985
Research Center for Structural Materials/Materials Evaluation Field/Computational Structural Materials Group, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Ryoji Sahara
;
Somesh Kr. Bhattacharya
(author) (
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Research Center for Structural Materials/Design and Producing Field/Computational Structural Materials Group, National Institute for Materials Science
Somesh Kr. Bhattacharya
;
Kanika Kohli
(author) (
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Indian Institute of Science Education and Research Pune
Kanika Kohli
;
Prasenjit Ghosh
(author) (
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Indian Institute of Science Education and Research Pune
Prasenjit Ghosh
;
Kyosuke Ueda
(author) (
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Tohoku Univ.
Kyosuke Ueda
;
Takayuki Narushima
(author) (
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Tohoku Univ.
Takayuki Narushima
Keyword
high temperature oxidation
,
parabolic rate constant
,
first principles calculations
,
machine learning
,
electronegativity
Date published
Updated at
2024-10-18 16:30:37 +0900
Machine Learning—Guided Design of Biomass‐Based Porous Carbon for Aqueous Symmetric Supercapacitors
Journal article
Creator
Manickam Minakshi
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https://orcid.org/0000-0001-6558-8317
(unauthenticated)
Manickam Minakshi
;
Apsana Sharma
(author) (
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Apsana Sharma
;
Ferdous Sohel
(author) (
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Ferdous Sohel
;
Almantas Pivrikas
(author) (
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https://orcid.org/0000-0002-7713-2154
(unauthenticated)
Almantas Pivrikas
;
Pragati A. Shinde
(author) (
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https://orcid.org/0000-0003-1730-2374
(unauthenticated)
Pragati A. Shinde
;
Katsuhiko Ariga
(author) (
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https://orcid.org/0000-0002-2445-2955
NIMS Researchers Directory SAMURAI
Katsuhiko Ariga
;
Lok Kumar Shrestha
(author) (
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https://orcid.org/0000-0003-2680-6291
NIMS Researchers Directory SAMURAI
Lok Kumar Shrestha
Keyword
biomass
,
carbon
,
dopant
,
energy
,
machine learning
,
storage
Date published
2025-10-09
Updated at
2025-10-21 16:06:10 +0900
Enhancing oxygen reduction reaction mass activity in polymer electrolyte fuel cells via molecular machine learning
Journal article
Creator
Ekaterina Gracheva
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https://orcid.org/0000-0002-9704-5939
NIMS Researchers Directory SAMURAI
Ekaterina Gracheva
;
Shin-ichi Yamazaki
(author) (
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Shin-ichi Yamazaki
;
Guillaume Lambard
(author) (
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https://orcid.org/0000-0003-0275-4079
NIMS Researchers Directory SAMURAI
Guillaume Lambard
;
Keitaro Sodeyama
(author) (
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https://orcid.org/0000-0002-9228-0729
NIMS Researchers Directory SAMURAI
Keitaro Sodeyama
;
Tsutomu Ioroi
(author) (
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Tsutomu Ioroi
;
Masafumi Asahi
(author) (
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https://orcid.org/0000-0002-2122-3073
(unauthenticated)
Masafumi Asahi
Keyword
materials science
,
machine learning
,
chemoinformatics
,
polymer electrolyte fuel cell (PEFC)
,
oxygen reduction reaction
,
active learning
Date published
2026-08-01
Updated at
2026-08-26 16:18:22 +0900
Semi-automatic staging area for high-quality structured data extraction from scientific literature
Journal article
Creator
Luca Foppiano
(author) (
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https://orcid.org/0000-0002-6114-6164
National Institute for Materials Science
Luca Foppiano
;
Tomoya Mato
(author) (
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https://orcid.org/0000-0002-0918-6468
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Tomoya Mato
;
Kensei Terashima
(author) (
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https://orcid.org/0000-0003-0375-3043
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Kensei Terashima
;
Pedro Ortiz Suarez
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Pedro Ortiz Suarez
;
Taku Tou
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Taku Tou
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Chikako Sakai
(author) (
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https://orcid.org/0000-0002-0597-6825
Chikako Sakai
;
Wei-Sheng Wang
(author) (
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https://orcid.org/0009-0001-3572-5736
(unauthenticated)
National Institute for Materials Science
Wei-Sheng Wang
;
Toshiyuki Amagasa
(author) (
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Toshiyuki Amagasa
;
Yoshihiko Takano
(author) (
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https://orcid.org/0000-0002-1541-6928
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yoshihiko Takano
;
Masashi Ishii
(author) (
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https://orcid.org/0000-0003-0357-2832
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Masashi Ishii
Keyword
materials informatics
,
superconductors
,
machine learning
,
database
,
tdm
Date published
2023-12-31
Updated at
2024-07-11 16:30:24 +0900
Discovery of liquid crystalline polymers with high thermal conductivity using machine learning
Journal article
Creator
Hayato Maeda
(author) (
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https://orcid.org/0009-0004-1662-8000
(unauthenticated)
Hayato Maeda
;
Stephen Wu
(author) (
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https://orcid.org/0000-0002-7847-8106
(unauthenticated)
Stephen Wu
;
Rika Marui
(author) (
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https://orcid.org/0009-0009-2506-1196
(unauthenticated)
Rika Marui
;
Erina Yoshida
(author) (
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Erina Yoshida
;
Kan Hatakeyama-Sato
(author) (
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Kan Hatakeyama-Sato
;
Yuta Nabae
(author) (
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Yuta Nabae
;
Shiori Nakagawa
(author) (
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Shiori Nakagawa
;
Meguya Ryu
(author) (
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Meguya Ryu
;
Ryohei Ishige
(author) (
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Ryohei Ishige
;
Yoh Noguchi
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Yoh Noguchi
;
Yoshihiro Hayashi
(author) (
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https://orcid.org/0000-0002-7650-4083
(unauthenticated)
Yoshihiro Hayashi
;
Masashi Ishii
(author) (
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https://orcid.org/0000-0003-0357-2832
NIMS Researchers Directory SAMURAI
Masashi Ishii
;
Isao Kuwajima
(author) (
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https://orcid.org/0000-0002-5994-3834
NIMS Researchers Directory SAMURAI
Isao Kuwajima
;
Felix Jiang
(author) (
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Felix Jiang
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Xuan Thang Vu
(author) (
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Xuan Thang Vu
;
Sven Ingebrandt
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https://orcid.org/0000-0002-0405-2727
(unauthenticated)
Sven Ingebrandt
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Masatoshi Tokita
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Masatoshi Tokita
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Junko Morikawa
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https://orcid.org/0000-0002-9530-9478
(unauthenticated)
Junko Morikawa
;
Ryo Yoshida
(author) (
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https://orcid.org/0000-0001-8092-0162
(unauthenticated)
Ryo Yoshida
;
Teruaki Hayakawa
(author) (
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Teruaki Hayakawa
Keyword
liquid crystalline polymer
,
thermal conductivity
,
machine learning
,
PoLyInfo
Date published
2025-07-02
Updated at
2025-08-19 12:30:21 +0900
Automatic Identification and Normalisation of Physical Measurements in Scientific Literature
Journal article
Creator
FOPPIANO, Luca
(author) (
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https://orcid.org/0000-0002-6114-6164
FOPPIANO, Luca
;
ROMARY, Laurent
(author) (
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https://orcid.org/0000-0002-0756-0508
(unauthenticated)
ROMARY, Laurent
;
ISHII, Masashi
(author) (
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https://orcid.org/0000-0003-0357-2832
NIMS Researchers Directory SAMURAI
ISHII, Masashi
;
TANIFUJI, Mikiko
(author) (
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https://orcid.org/0000-0001-5284-6364
TANIFUJI, Mikiko
Keyword
tdm
,
physical quantities
,
machine learning
Date published
2019-09-23
Updated at
2022-10-03 02:00:14 +0900
Time-domain thermoreflectance technique using multiple delayed probe pulses for high-throughput data acquisition and analysis
Journal article
Creator
Hiroto Arima
(author) (
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National Metrology Institute of Japan (NMIJ), National Institute of Advanced Industrial Science and Technology (AIST)
Hiroto Arima
;
Yuichiro Yamashita
(author) (
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Yuichiro Yamashita
;
Takashi Yagi
(author) (
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Takashi Yagi
Keyword
Time-domain thermoreflectance
,
multiple delay
,
thin film
,
thermal effusivity
,
interfacial thermal resistance
,
machine learning
Date published
2025-12-31
Updated at
2025-07-16 16:14:58 +0900
Graph Network-Based Simulation of Multicellular Dynamics Driven by Concentrated Polymer Brush-Modified Cellulose Nanofibers
Journal article
Creator
Chiaki Yoshikawa
(author) (
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https://orcid.org/0000-0002-6589-387X
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Chiaki Yoshikawa
;
Duc Anh Nguyen
(author) (
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Duc Anh Nguyen
;
Tadashi Nakaji-Hirabayashi
(author) (
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Tadashi Nakaji-Hirabayashi
;
Ichigaku Takigawa
(author) (
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Ichigaku Takigawa
;
Hiroshi Mamitsuka
(author) (
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Hiroshi Mamitsuka
Keyword
cellulose nanofiber
,
concentrated polymer brush
,
hMSC
,
self-assembly
,
machine learning
Date published
2024-04-08
Updated at
2024-08-27 08:30:31 +0900
Non-negative matrix factorization analysis of spatially-resolved photoemission spectra for epitaxially grown graphene on SiC
Journal article
Creator
Masaki Imamura
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Synchrotron Light Application Center, Saga University
Masaki Imamura
;
Kazutoshi Takahashi
(author) (
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Kazutoshi Takahashi
Keyword
Photoemission spectroscopy
,
non-negative matrix factorization
,
graphene
,
machine learning
,
data-driven analysis
Date published
2026-06-19
Updated at
2026-06-24 15:38:41 +0900
Keyword
machine learning
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