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Journal article(32)
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Dataset(1)
Keyword
machine learning (34)
phosphor (3)
tdm (3)
all solid state batteries (2)
europium (2)
inelastic mean free path (2)
materials informatics (2)
solid electrolytes (2)
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Keyword: machine learning
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34 records found.
Deep Learning Enables Rapid Identification of a New Quasicrystal from Multiphase Powder Diffraction Patterns
Journal article
Creator
Hirotaka Uryu
(author) (
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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
(author) (
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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
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
Automatic Threshold Prediction of Photoelectron Yield Spectroscopy (PYS) by Machine Learning
Journal article
Creator
YAGYU, Shinjiro
(author) (
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https://orcid.org/0000-0002-9825-5719
NIMS Researchers Directory SAMURAI
YAGYU, Shinjiro
;
YOSHITAKE, Michiko
(author) (
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YOSHITAKE, Michiko
;
CHIKYOW, Toyohiro
(author) (
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https://orcid.org/0000-0003-3860-4806
NIMS Researchers Directory SAMURAI
CHIKYOW, Toyohiro
;
NAGATA, Takahiro
(author) (
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https://orcid.org/0000-0002-8591-2943
NIMS Researchers Directory SAMURAI
NAGATA, Takahiro
Keyword
threshold
,
machine learning
,
photoelectron yield spectroscopy
Date published
2020-06-10
Updated at
2024-01-05 22:12:44 +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
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
Multi-Objective Optimization of Adhesive Joint Strength and Elastic Modulus of Adhesive Epoxy with Active Learning
Journal article
Creator
Paripat Kraisornkachit
(author) (
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https://orcid.org/0000-0002-0796-3665
NIMS Researchers Directory SAMURAI
Paripat Kraisornkachit
;
Masanobu Naito
(author) (
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https://orcid.org/0000-0001-7198-819X
NIMS Researchers Directory SAMURAI
Masanobu Naito
;
Chao Kang
(author) (
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)
https://orcid.org/0000-0002-9567-0976
(unauthenticated)
Chao Kang
;
Chiaki Sato
(author) (
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)
Chiaki Sato
Keyword
experimental testing
,
multi-objective optimization
,
epoxy
,
adhesive
,
elastic modulus
,
machine learning
,
active learning
Date published
2024-06-12
Updated at
2025-01-07 08:30:26 +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
(author) (
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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
;
Xuan Thang Vu
(author) (
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Xuan Thang Vu
;
Sven Ingebrandt
(author) (
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https://orcid.org/0000-0002-0405-2727
(unauthenticated)
Sven Ingebrandt
;
Masatoshi Tokita
(author) (
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Masatoshi Tokita
;
Junko Morikawa
(author) (
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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
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
Supercon 2 Dataset
Dataset
Creator
Foppiano, Luca
(author) (
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)
https://orcid.org/0000-0002-6114-6164
Foppiano, Luca
Keyword
superconductors
,
machine learning
,
dataset
,
tdm
,
materials science
Date published
2022-09-10
Updated at
2022-10-18 10:11:01 +0900
2023 Roadmap on molecular modelling of electrochemical energy materials
Journal article
Creator
Chao Zhang
(author) (
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Chao Zhang
;
Jun Cheng
(author) (
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Jun Cheng
;
Yiming Chen
(author) (
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Yiming Chen
;
Maria K Y Chan
(author) (
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Maria K Y Chan
;
Qiong Cai
(author) (
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Qiong Cai
;
Rodrigo P Carvalho
(author) (
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Rodrigo P Carvalho
;
Cleber F N Marchiori
(author) (
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Cleber F N Marchiori
;
Daniel Brandell
(author) (
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Daniel Brandell
;
C Moyses Araujo
(author) (
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C Moyses Araujo
;
Ming Chen
(author) (
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Ming Chen
;
Xiangyu Ji
(author) (
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Xiangyu Ji
;
Guang Feng
(author) (
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Guang Feng
;
Kateryna Goloviznina
(author) (
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Kateryna Goloviznina
;
Alessandra Serva
(author) (
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Alessandra Serva
;
Mathieu Salanne
(author) (
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Mathieu Salanne
;
Toshihiko Mandai
(author) (
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https://orcid.org/0000-0002-2403-7794
National Institute for Materials Science (NIMS)
NIMS Researchers Directory SAMURAI
Toshihiko Mandai
;
Tomooki Hosaka
(author) (
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Tomooki Hosaka
;
Mirna Alhanash
(author) (
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Mirna Alhanash
;
Patrik Johansson
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Patrik Johansson
;
Yun-Ze Qiu
(author) (
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Yun-Ze Qiu
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Hai Xiao
(author) (
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Hai Xiao
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Michael Eikerling
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Michael Eikerling
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Ryosuke Jinnouchi
(author) (
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Ryosuke Jinnouchi
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Marko M Melander
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Marko M Melander
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Georg Kastlunger
(author) (
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Georg Kastlunger
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Assil Bouzid
(author) (
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Assil Bouzid
;
Alfredo Pasquarello
(author) (
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Alfredo Pasquarello
;
Seung-Jae Shin
(author) (
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Seung-Jae Shin
;
Minho M Kim
(author) (
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Minho M Kim
;
Hyungjun Kim
(author) (
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Hyungjun Kim
;
Kathleen Schwarz
(author) (
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Kathleen Schwarz
;
Ravishankar Sundararaman
(author) (
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Ravishankar Sundararaman
Keyword
electrochemical interfaces
,
density-functional theory
,
molecular dynamics simulation
,
electrochemical energy storage
,
machine learning
,
electrocatalysis
Date published
2023-10-01
Updated at
2024-03-22 00:53:39 +0900
Keyword
machine learning
(34)
phosphor
(3)
tdm
(3)
all solid state batteries
(2)
europium
(2)
inelastic mean free path
(2)
materials informatics
(2)
solid electrolytes
(2)
superconductors
(2)
thermal conductivity
(2)
Eu2+
(1)
FePt
(1)
Graph neural network
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Interfacial thermal resistance
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LASSO
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PoLyInfo
(1)
Time-domain thermoreflectance
(1)
X-ray spectroscopy
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active learning
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adhesive
(1)
artificial intelligence
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biomass
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carbon
(1)
carbon nanotube
(1)
cellulose nanofiber
(1)
combinatorial
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concentrated polymer brush
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density functional theory
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dielectrics
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hMSC
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liquid crystalline polymer
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luminescent materials
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targeted drug delivery
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