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Journal article(36)
Conference paper(1)
Conference presentation(1)
Dataset(1)
Journal(1)
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machine learning (40)
superconductors (4)
tdm (4)
materials informatics (3)
phosphor (3)
all solid state batteries (2)
europium (2)
inelastic mean free path (2)
solid electrolytes (2)
thermal conductivity (2)
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Creative Commons BY Attribution 4.0 International (19)
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Keyword: machine learning
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40 records found.
Artificial Intelligence‐Driven Nanoarchitectonics for Smart Targeted Drug Delivery
Journal article
Creator
Hayeon Bae
(author) (
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)
Hayeon Bae
;
Hyunsub Ji
(author) (
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)
Hyunsub Ji
;
Konstantin Konstantinov
(author) (
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)
Konstantin Konstantinov
;
Ronald Sluyter
(author) (
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)
Ronald Sluyter
;
Katsuhiko Ariga
(author) (
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)
https://orcid.org/0000-0002-2445-2955
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Katsuhiko Ariga
;
Yong Ho Kim
(author) (
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)
Yong Ho Kim
;
Jung Ho Kim
(author) (
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)
Jung Ho Kim
Keyword
artificial intelligence
,
in silico optimization
,
machine learning
,
nanocarrier design
,
nanomedicine
,
targeted drug delivery
Date published
2025-08-07
Updated at
2025-10-28 12:30:13 +0900
Revolutionizing electronics with advanced interfacial heat management
Journal article
Creator
Yen-Ju Wu
(author) (
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)
https://orcid.org/0000-0003-2647-3407
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yen-Ju Wu
Keyword
Interfacial thermal resistance
,
thermal management
,
electronics
,
machine learning
Date published
2024-07-17
Updated at
2024-08-27 16:30:21 +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
Development of an AI-based acoustic disturbance-detection method for robotic arc welding processes
Journal article
Creator
Houichi Kitano
(author) (
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)
https://orcid.org/0000-0002-0778-574X
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Houichi Kitano
;
Masaki Kobayashi
(author) (
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)
https://orcid.org/0000-0002-5161-2600
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Masaki Kobayashi
;
Masahiko Demura
(author) (
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)
https://orcid.org/0000-0002-7308-3041
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Masahiko Demura
Keyword
Acoustic sensing
,
in-process monitoring
,
gas metal arc welding
,
disturbance detection
,
machine learning
,
explainable AI
,
smart manufacturing
Date published
2026-12-31
Updated at
2026-06-25 09:51:40 +0900
Pitfalls in Artificial Intelligence Powered Discovery Due to Electrocatalyst Evaluation Methodologies
Journal article
Creator
Abraham Castro Garcia
(author) (
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)
Abraham Castro Garcia
;
Ken Sakaushi
(author) (
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)
https://orcid.org/0000-0003-4797-9087
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Ken Sakaushi
Keyword
machine learning
Date published
2025-09-04
Updated at
2026-04-30 12:01:11 +0900
Networking autonomous material exploration systems through transfer learning
Journal article
Creator
Naoki Yoshida
(author) (
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)
Naoki Yoshida
;
Yutaro Iwabuchi
(author) (
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)
Yutaro Iwabuchi
;
Yasuhiko Igarashi
(author) (
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)
Yasuhiko Igarashi
;
Yuma Iwasaki
(author) (
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)
https://orcid.org/0000-0002-7117-277X
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yuma Iwasaki
Keyword
machine learning
Date published
2025-12-09
Updated at
2025-12-13 08:30:26 +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
(author) (
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)
Pedro Ortiz Suarez
;
Taku Tou
(author) (
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)
Taku Tou
;
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
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 extraction of materials and properties from superconductors scientific literature
Journal
Creator
Luca Foppiano
(author) (
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)
https://orcid.org/0000-0002-6114-6164
MaDIS, NIMS
Luca Foppiano
;
Pedro Baptista Castro
(author) (
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)
https://orcid.org/0000-0001-8673-2840
(unauthenticated)
MANA, NIMS
Pedro Baptista Castro
;
Pedro Ortiz Suarez
(author) (
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)
https://orcid.org/0000-0003-0343-8852
(unauthenticated)
Data and Web Science Group, University of Mannheim
Pedro Ortiz Suarez
;
Kensei Terashima
(author) (
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)
https://orcid.org/0000-0003-0375-3043
MANA, NIMS
NIMS Researchers Directory SAMURAI
Kensei Terashima
;
Yoshihiko Takano
(author) (
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)
https://orcid.org/0000-0002-1541-6928
MANA, NIMS
NIMS Researchers Directory SAMURAI
Yoshihiko Takano
;
Masashi Ishii
(author) (
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)
https://orcid.org/0000-0003-0357-2832
MaDIS, NIMS
NIMS Researchers Directory SAMURAI
Masashi Ishii
Keyword
Materials informatics
,
superconductors
,
machine learning
,
NLP
,
TDM
Date published
2023-12-31
Updated at
2024-01-05 22:12:53 +0900
Supercon 2 Dataset
Dataset
Creator
Foppiano, Luca
(author) (
Search by this author
)
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
Keyword
machine learning
(40)
superconductors
(4)
tdm
(4)
materials informatics
(3)
phosphor
(3)
all solid state batteries
(2)
europium
(2)
inelastic mean free path
(2)
solid electrolytes
(2)
thermal conductivity
(2)
database
(1)
Acoustic sensing
(1)
Catalyst informatics
(1)
Eu2+
(1)
FePt
(1)
Graph neural network
(1)
Interfacial thermal resistance
(1)
LASSO
(1)
Materials informatics
(1)
NLP
(1)
PoLyInfo
(1)
TDM
(1)
Time-domain thermoreflectance
(1)
X-ray spectroscopy
(1)
active learning
(1)
adhesive
(1)
artificial intelligence
(1)
biomass
(1)
carbon
(1)
carbon nanotube
(1)
cellulose nanofiber
(1)
combinatorial
(1)
composition-based feature
(1)
computational materials search
(1)
concentrated polymer brush
(1)
data analysis
(1)
data-driven science
(1)
data-sheet
(1)
database
(1)
dataset
(1)
deep learning
(1)
density functional theory
(1)
density-functional theory
(1)
descriptor
(1)
dielectrics
(1)
disturbance detection
(1)
dopant
(1)
elastic modulus
(1)
electrocatalysis
(1)
electrochemical energy storage
(1)
electrochemical interfaces
(1)
electrodeposited copper film
(1)
electronegativity
(1)
electronics
(1)
emission spectrum
(1)
energy
(1)
epoxy
(1)
experimental testing
(1)
explainable AI
(1)
fatigue
(1)
first principles calculations
(1)
gas metal arc welding
(1)
growth mechanism
(1)
hMSC
(1)
heat-assisted magnetic recording
(1)
high temperature oxidation
(1)
high throughput
(1)
high-cycle fatigue
(1)
high-temperature superconductivity
(1)
high-throughput experimentation
(1)
high-throughput first-principles calculation
(1)
in silico optimization
(1)
in situ TEM
(1)
in-process monitoring
(1)
interfacial thermal resistance
(1)
interpretability
(1)
linear model
(1)
liquid crystalline polymer
(1)
lithium metal battery
(1)
luminescence
(1)
luminescent materials
(1)
materials design
(1)
materials science
(1)
materials science
(1)
molecular design
(1)
molecular dynamics simulation
(1)
multi-dimensional
(1)
multi-objective optimization
(1)
multiple delay
(1)
nanocarrier design
(1)
nanomedicine
(1)
novel materials search
(1)
oxidation state
(1)
oxidative coupling of methane
(1)
parabolic rate constant
(1)
peak fitting
(1)
periodic descriptor
(1)
perovskite oxides
(1)
phase diagram
(1)
phase identification
(1)
phase transitions
(1)
photoelectron yield spectroscopy
(1)
photoemission spectroscopy
(1)
physical quantities
(1)
polymer
(1)
quantum materials
(1)
quasicrystal
(1)
random forest method
(1)
rare-earth doping
(1)
self-assembly
(1)
smart manufacturing
(1)
sodium ion conductors
(1)
sparce modeling
(1)
spectroscopy
(1)
storage
(1)
structure prediction
(1)
surface roughness
(1)
targeted drug delivery
(1)
template substitution
(1)
thermal effusivity
(1)
thermal management
(1)
thin film
(1)
threshold
(1)
x-ray powder diffraction
(1)
RDE metadata def
RDE invoice schema
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