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Machine Learning Approach for Evaluation of Nanodefects and Magnetic Anisotropy in FePt Granular Films
Journal article
Creator
E. Dengina
(author) (
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)
National Institute for Materials Science
E. Dengina
;
A. Bolyachkin
(author) (
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)
https://orcid.org/0000-0003-0420-1806
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
A. Bolyachkin
;
H. Sepehri-Amin
(author) (
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)
https://orcid.org/0000-0002-7856-7897
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
H. Sepehri-Amin
;
K. Hono
(author) (
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)
https://orcid.org/0000-0001-7367-0193
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
K. Hono
Keyword
Magnetic recording
,
Micromagnetic simulations
,
Machine learning
,
FePt media
Date published
2022-05-13
Updated at
2024-10-15 16:30:13 +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
Machine learning approach for the prediction of electron inelastic mean free paths
Journal article
Creator
Xun Liu
(author) (
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)
National Institute for Materials Science
Xun Liu
;
Lihao Yang
(author) (
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)
Lihao Yang
;
Zhufeng Hou
(author) (
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)
Zhufeng Hou
;
Bo Da
(author) (
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)
https://orcid.org/0000-0002-0785-8662
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Bo Da
;
Kenji Nagata
(author) (
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)
https://orcid.org/0000-0001-9894-4461
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Kenji Nagata
;
Hideki Yoshikawa
(author) (
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)
https://orcid.org/0000-0002-7389-8865
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Hideki Yoshikawa
;
Shigeo Tanuma
(author) (
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)
https://orcid.org/0000-0003-2628-9941
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Shigeo Tanuma
;
Yang Sun
(author) (
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)
Yang Sun
;
Zejun Ding
(author) (
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)
Zejun Ding
Keyword
machine learning
,
inelastic mean free path
Date published
2021-03-24
Updated at
2024-01-05 22:13:49 +0900
Combined Carbothermal Reduction–Acetic Acid Leaching Strategy for the Stepwise Recovery of Lithium and Manganese from Spent Electrode Materials
Journal article
Creator
Yakai Yang
(author) (
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)
Yakai Yang
;
Shuhao Dong
(author) (
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)
Shuhao Dong
;
Dongqi Song
(author) (
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)
Dongqi Song
;
Hao Zhang
(author) (
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)
Hao Zhang
;
Xing Jin
(author) (
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)
Xing Jin
;
Hao Wan
(author) (
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)
https://orcid.org/0000-0002-4487-3538
(unauthenticated)
Hao Wan
;
Renzhi Ma
(author) (
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)
https://orcid.org/0000-0001-7126-2006
NIMS Researchers Directory SAMURAI
Renzhi Ma
;
Hui Guo
(author) (
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)
https://orcid.org/0000-0002-3554-7212
(unauthenticated)
Hui Guo
;
Hongming Long
(author) (
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)
Hongming Long
Keyword
Recovery of spent electrode materials
,
Carbothermal reduction
,
Acid leaching
Date published
2025-02-12
Updated at
2026-01-28 16:30:04 +0900
Heat transport exploration through the GaN/diamond interfaces using machine learning potential
Journal article
Creator
Zhanpeng Sun
(author) (
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)
Zhanpeng Sun
;
Yunfei Song
(author) (
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)
Yunfei Song
;
Zijun Qi
(author) (
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)
Zijun Qi
;
Xiang Sun
(author) (
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)
Xiang Sun
;
Meiyong Liao
(author) (
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)
https://orcid.org/0000-0003-1361-4266
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Meiyong Liao
;
Rui Li
(author) (
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)
Rui Li
;
Qijun Wang
(author) (
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)
https://orcid.org/0000-0002-4299-3798
(unauthenticated)
Qijun Wang
;
Lijie Li
(author) (
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)
Lijie Li
;
Gai Wu
(author) (
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)
https://orcid.org/0000-0002-9726-6328
(unauthenticated)
Gai Wu
;
Wei Shen
(author) (
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)
Wei Shen
;
Sheng Liu
(author) (
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)
Sheng Liu
Keyword
thermal conductivity
,
GaN
,
Diamond
Date published
2025-01-16
Updated at
2025-04-22 12:30:10 +0900
Accelerating Materials Discovery of Novel Europium(II)-Activated Phosphors through Machine Learning Classification of Europium Valences
Journal article
Creator
Yukinori Koyama
(author) (
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)
https://orcid.org/0000-0002-7090-4430
NIMS Researchers Directory SAMURAI
Yukinori Koyama
;
Yukako Kohriki
(author) (
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)
https://orcid.org/0000-0002-6858-1273
NIMS Researchers Directory SAMURAI
Yukako Kohriki
;
Masamichi Harada
(author) (
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)
https://orcid.org/0000-0002-7321-0733
NIMS Researchers Directory SAMURAI
Masamichi Harada
;
Naoto Hirosaki
(author) (
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)
https://orcid.org/0000-0001-9218-9557
NIMS Researchers Directory SAMURAI
Naoto Hirosaki
;
Takashi Takeda
(author) (
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)
https://orcid.org/0000-0003-2510-4562
NIMS Researchers Directory SAMURAI
Takashi Takeda
Keyword
phosphor
,
machine learning
,
europium
,
oxidation state
Date published
2024-12-10
Updated at
2025-11-25 08:30:03 +0900
Unveiling Twist Domains in Monolayer MoS
2
through 4D‐STEM and Unsupervised Machine Learning
Journal article
Creator
Koji Kimoto
(author) (
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)
https://orcid.org/0000-0002-3927-0492
NIMS Researchers Directory SAMURAI
Koji Kimoto
;
Ovidiu Cretu
(author) (
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)
https://orcid.org/0000-0002-1822-8172
NIMS Researchers Directory SAMURAI
Ovidiu Cretu
;
Koji Harano
(author) (
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)
https://orcid.org/0000-0001-6800-8023
NIMS Researchers Directory SAMURAI
Koji Harano
;
Fumihiko Uesugi
(author) (
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)
https://orcid.org/0000-0003-3346-4218
NIMS Researchers Directory SAMURAI
Fumihiko Uesugi
;
Jun Kikkawa
(author) (
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)
https://orcid.org/0000-0003-0659-1844
NIMS Researchers Directory SAMURAI
Jun Kikkawa
;
Kohei Aso
(author) (
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)
https://orcid.org/0000-0001-6935-7655
(unauthenticated)
Kohei Aso
;
Yoshifumi Oshima
(author) (
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)
https://orcid.org/0000-0003-1898-0142
(unauthenticated)
Yoshifumi Oshima
;
Takashi Matsumoto
(author) (
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)
https://orcid.org/0009-0007-7418-6724
(unauthenticated)
Takashi Matsumoto
;
Yoshiki Sakuma
(author) (
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)
https://orcid.org/0000-0001-6804-7217
NIMS Researchers Directory SAMURAI
Yoshiki Sakuma
Keyword
4D-STEM
,
dichalcogenide
,
metal–organic chemical vapor deposition
,
MoS2,
,
scanning transmission electron microscopy
,
unsupervised machine learning
Date published
2025-08-06
Updated at
2025-08-27 12:30:17 +0900
Prediction of nanocomposite properties and process optimization using persistent homology and machine learning
Journal article
Creator
Fumihiko Uesugi
(author) (
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)
https://orcid.org/0000-0003-3346-4218
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Fumihiko Uesugi
;
Yu Wen
(author) (
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)
Yu Wen
;
Ayako Hashimoto
(author) (
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)
https://orcid.org/0000-0002-1985-7667
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Ayako Hashimoto
;
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
Persistent homology
,
Ridge regression
,
Electron tomography
,
Oxygen permeability
,
Activation energy
,
Annealing temperature
Date published
2024-05-28
Updated at
2024-07-02 08:38:11 +0900
Surface Nanostructures of Pt-Compositionally Complex Alloy Single-Crystal Model Catalyst Surfaces for Improved Oxygen Reduction Reaction: Machine-Learning-Assisted Exploration
Journal article
Creator
Yoshihiro Chida
(author) (
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)
Yoshihiro Chida
;
Sae Dieb
(author) (
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)
https://orcid.org/0000-0002-8111-2009
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Sae Dieb
;
Hiraku Masui
(author) (
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)
Hiraku Masui
;
Arata Umehara
(author) (
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)
Arata Umehara
;
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
;
Toshimasa Wadayama
(author) (
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)
Toshimasa Wadayama
Keyword
compositionally complex alloy, materials informatics, Catalysts, oxygen reduction reaction
Date published
2025-04-16
Updated at
2026-02-14 22:06:22 +0900
Ultrawide bandgap diamond for optoelectronic synapse
Journal article
Creator
Longxing Su
(author) (
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)
https://orcid.org/0000-0001-8687-390X
(unauthenticated)
Longxing Su
;
Bin Zhang
(author) (
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)
Bin Zhang
;
Ruqi Yang
(author) (
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)
Ruqi Yang
;
Huiru Sun
(author) (
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)
Huiru Sun
;
Wenzhe Dong
(author) (
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)
Wenzhe Dong
;
Teng Yun
(author) (
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)
Teng Yun
;
Jie Yang
(author) (
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)
Jie Yang
;
Sudong Wu
(author) (
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)
Sudong Wu
;
Jianguo Lu
(author) (
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)
Jianguo Lu
;
Meiyong Liao
(author) (
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)
https://orcid.org/0000-0003-1361-4266
NIMS Researchers Directory SAMURAI
Meiyong Liao
Keyword
Diamond
,
photodetector
Date published
2025-10-29
Updated at
2025-11-05 12:30:10 +0900
Keyword
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machine learning (4)
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luminescent materials (3)
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