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Collection
The history of DICE and NIMS Digital Library(2)
Resource type
Journal article(363)
Keyword
machine learning (26)
Machine learning (13)
thermoelectric (10)
materials informatics (7)
CALPHAD (6)
Curie temperature (6)
PoLyInfo (6)
graphene (5)
Diamond (4)
Microstructure (4)
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Resource type: Journal article
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Scaling Law of Sim2Real transfer learning in expanding computational materials databases for real-world predictions
Journal article
Creator
Shunya Minami
(author) (
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https://orcid.org/0000-0002-3566-817X
(unauthenticated)
Shunya Minami
;
Yoshihiro Hayashi
(author) (
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)
https://orcid.org/0000-0002-7650-4083
(unauthenticated)
Yoshihiro Hayashi
;
Stephen Wu
(author) (
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https://orcid.org/0000-0002-7847-8106
(unauthenticated)
Stephen Wu
;
Kenji Fukumizu
(author) (
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)
Kenji Fukumizu
;
Hiroki Sugisawa
(author) (
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)
Hiroki Sugisawa
;
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
;
Kazuya Shiratori
(author) (
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)
Kazuya Shiratori
;
Ryo Yoshida
(author) (
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)
https://orcid.org/0000-0001-8092-0162
(unauthenticated)
Ryo Yoshida
Keyword
molecular dynamics simulation
,
scaling law of simulation- to-real
,
Sim2Real
,
transfer learning
,
PoLyInfo
Date published
2025-05-24
Updated at
2025-06-13 16:30:25 +0900
XTDB, an XML based format for Calphad databases
Journal article
Creator
Bo Sundman
(author) (
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Bo Sundman
;
Fabio Miani
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Fabio Miani
;
Axel van de Walle
(author) (
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Axel van de Walle
;
Bengt Hallstedt
(author) (
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Bengt Hallstedt
;
Ursula R. Kattner
(author) (
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Ursula R. Kattner
;
Florian Tang
(author) (
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Florian Tang
;
Taichi Abe
(author) (
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https://orcid.org/0000-0002-5065-0939
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Taichi Abe
;
Reza Naraghi
(author) (
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Reza Naraghi
;
Erwin Povoden-Karadeniz
(author) (
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Erwin Povoden-Karadeniz
;
Aurelie Jacob
(author) (
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Aurelie Jacob
;
Shuanglin Chen
(author) (
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Shuanglin Chen
;
Richard Otis
(author) (
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Richard Otis
;
Kazuhisa Shobu
(author) (
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Kazuhisa Shobu
;
Malin Selleby
(author) (
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Malin Selleby
;
Alexander Pisch
(author) (
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Alexander Pisch
Keyword
Computational Thermodynamics
,
Calphad
,
XML
Date published
2025-07-23
Updated at
2025-07-30 12:30:38 +0900
Database and deep-learning scalability of anharmonic phonon properties by automated brute-force first-principles calculations
Journal article
Creator
Masato Ohnishi
(author) (
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Masato Ohnishi
;
Tianqi Deng
(author) (
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Tianqi Deng
;
Pol Torres
(author) (
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)
Pol Torres
;
Zhihao Xu
(author) (
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Zhihao Xu
;
Terumasa Tadano
(author) (
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)
https://orcid.org/0000-0002-8132-2161
NIMS Researchers Directory SAMURAI
Terumasa Tadano
;
Haoming Zhang
(author) (
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Haoming Zhang
;
Wei Nong
(author) (
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Wei Nong
;
Masatoshi Hanai
(author) (
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)
Masatoshi Hanai
;
Zeyu Wang
(author) (
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Zeyu Wang
;
Michimasa Morita
(author) (
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Michimasa Morita
;
Zhiting Tian
(author) (
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Zhiting Tian
;
Ming Hu
(author) (
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Ming Hu
;
Xiulin Ruan
(author) (
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Xiulin Ruan
;
Ryo Yoshida
(author) (
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Ryo Yoshida
;
Toyotaro Suzumura
(author) (
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Toyotaro Suzumura
;
Lucas Lindsay
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Lucas Lindsay
;
Alan J. H. McGaughey
(author) (
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Alan J. H. McGaughey
;
Tengfei Luo
(author) (
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Tengfei Luo
;
Kedar Hippalgaonkar
(author) (
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Kedar Hippalgaonkar
;
Junichiro Shiomi
(author) (
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Junichiro Shiomi
Keyword
Thermal conductivity
,
Phonon
,
First-principles calculation
Date published
2026-04-13
Updated at
2026-05-12 08:46:56 +0900
NIMS polymer database PoLyInfo (II): machine-readable standardization of polymer knowledge expression
Journal article
Creator
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
;
Takuro Ito
(author) (
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)
Takuro Ito
;
Koichi Sakamoto
(author) (
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)
Koichi Sakamoto
Keyword
PoLyInfo
,
ontology
,
schema
,
RDF
,
ShEx
,
SPARQL
,
linked data
Date published
2024-12-31
Updated at
2024-07-11 16:30:21 +0900
Integration of X-ray Absorption Fine Structure Databases for Data-Driven Materials Science
Journal article
Collection
The history of DICE and NIMS Digital Library
Creator
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
;
Kosuke Tanabe
(author) (
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https://orcid.org/0000-0002-9986-7223
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Kosuke Tanabe
;
Asahiko Matsuda
(author) (
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https://orcid.org/0000-0001-5989-027X
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Asahiko Matsuda
;
Hironori Ofuchi
(author) (
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https://orcid.org/0000-0003-1718-4427
(unauthenticated)
Hironori Ofuchi
;
Takahiro Matsumoto
(author) (
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https://orcid.org/0000-0001-6949-5492
(unauthenticated)
Takahiro Matsumoto
;
Toyonari Yaji
(author) (
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Toyonari Yaji
;
Yasuhiro Inada
(author) (
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https://orcid.org/0000-0001-5772-4788
(unauthenticated)
Yasuhiro Inada
;
Hiroaki Nitani
(author) (
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)
https://orcid.org/0000-0002-7155-0304
(unauthenticated)
Hiroaki Nitani
;
Masao Kimura
(author) (
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https://orcid.org/0000-0001-8645-2224
(unauthenticated)
Masao Kimura
;
Kiyotaka Asakura
(author) (
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https://orcid.org/0000-0003-1077-5996
(unauthenticated)
Kiyotaka Asakura
Keyword
X-ray absorption fine structure
,
data integration
,
metadata
,
materials data repository
,
DOI
,
RDF
Date published
2023-12-31
Updated at
2024-06-10 09:03:53 +0900
NIMS polymer database PoLyInfo (I): an overarching view of half a million data points
Journal article
Creator
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
;
Takuro Ito
(author) (
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)
Takuro Ito
;
Hiroko Sado
(author) (
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)
Hiroko Sado
;
Isao Kuwajima
(author) (
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)
https://orcid.org/0000-0002-5994-3834
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Isao Kuwajima
Keyword
polymer
,
database
,
PoLyInfo
,
human-readable
,
data curation
,
lexicon
,
structure determination
Date published
2024-12-31
Updated at
2024-07-11 16:30:18 +0900
Data‐Driven Cycle Life Prediction of Lithium Metal‐Based Rechargeable Battery Based on Discharge/Charge Capacity and Relaxation Features
Journal article
Creator
Qianli Si
(author) (
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)
National Institute for Materials Science
Qianli Si
;
Shoichi Matsuda
(author) (
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)
https://orcid.org/0000-0002-0640-3404
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Shoichi Matsuda
;
Youhei Yamaji
(author) (
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https://orcid.org/0000-0002-4055-8792
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Youhei Yamaji
;
Toshiyuki Momma
(author) (
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Toshiyuki Momma
;
Yoshitaka Tateyama
(author) (
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https://orcid.org/0000-0002-5532-6134
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yoshitaka Tateyama
Keyword
lithium metal battery
Date published
2024-06-27
Updated at
2024-11-22 16:30:54 +0900
Computational Single-Atom Catalyst Database Empowers the Machine Learning Assisted Design of High-Performance Catalysts
Journal article
Creator
Mingye Huang
(author) (
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Mingye Huang
;
Ruiyang Shi
(author) (
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Ruiyang Shi
;
Heng Liu
(author) (
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Heng Liu
;
Wenjun Ding
(author) (
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Wenjun Ding
;
Jiahang Fan
(author) (
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Jiahang Fan
;
Binghui Zhou
(author) (
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Binghui Zhou
;
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
;
Zhengyang Gao
(author) (
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Zhengyang Gao
;
Hao Li
(author) (
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Hao Li
;
Weijie Yang
(author) (
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Weijie Yang
Keyword
High-Performance Catalysts
Date published
2025-03-13
Updated at
2025-12-19 16:30:28 +0900
Open electrolyte database generated via an automated molecular dynamics simulation framework
Journal article
Creator
Kou Nakamura
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Kou Nakamura
;
Norio Takenaka
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Norio Takenaka
;
Masatoshi Hanai
(author) (
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Masatoshi Hanai
;
Yuna Oikawa
(author) (
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Yuna Oikawa
;
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
;
Koji Tsuda
(author) (
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https://orcid.org/0000-0002-4288-1606
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Koji Tsuda
;
Masanobu Nakayama
(author) (
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Masanobu Nakayama
;
Junichiro Shiomi
(author) (
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Junichiro Shiomi
;
Atsuo Yamada
(author) (
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Atsuo Yamada
Keyword
electrolyte database
,
AI
Date published
2026-04-20
Updated at
2026-09-24 09:16:02 +0900
Simultaneous achievement of large anomalous Nernst effect and reduced thermal conductivity in sintered polycrystalline topological Heusler ferromagnets
Journal article
Creator
Koichi Oyanagi
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https://orcid.org/0000-0001-8784-078X
(unauthenticated)
Koichi Oyanagi
;
Hossein Sepehri-Amin
(author) (
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https://orcid.org/0000-0002-7856-7897
NIMS Researchers Directory SAMURAI
Hossein Sepehri-Amin
;
Kenta Takamori
(author) (
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Kenta Takamori
;
Terumasa Tadano
(author) (
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https://orcid.org/0000-0002-8132-2161
NIMS Researchers Directory SAMURAI
Terumasa Tadano
;
Takumi Imamura
(author) (
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Takumi Imamura
;
Ren Nagasawa
(author) (
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Ren Nagasawa
;
Krishnan Mahalingam
(author) (
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https://orcid.org/0000-0002-0075-3657
(unauthenticated)
Krishnan Mahalingam
;
Takamasa Hirai
(author) (
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https://orcid.org/0000-0002-5577-8018
NIMS Researchers Directory SAMURAI
Takamasa Hirai
;
Fuyuki Ando
(author) (
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https://orcid.org/0009-0003-7789-8170
NIMS Researchers Directory SAMURAI
Fuyuki Ando
;
Yuya Sakuraba
(author) (
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https://orcid.org/0000-0003-4618-9550
NIMS Researchers Directory SAMURAI
Yuya Sakuraba
;
Satoru Kobayashi
(author) (
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https://orcid.org/0000-0002-3545-2977
(unauthenticated)
Satoru Kobayashi
;
Ken-ichi Uchida
(author) (
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https://orcid.org/0000-0001-7680-3051
NIMS Researchers Directory SAMURAI
Ken-ichi Uchida
Keyword
Anomalous Nernst effect
,
Heusler alloy
,
Microstructure characterization
,
Thermoelectric materials
,
First-principles phonon calculation
Date published
2025-06-09
Updated at
2025-06-24 12:30:20 +0900
Keyword
machine learning
(26)
Machine learning
(13)
thermoelectric
(10)
materials informatics
(7)
CALPHAD
(6)
Curie temperature
(6)
PoLyInfo
(6)
graphene
(5)
Diamond
(4)
Microstructure
(4)
Nanoindentation
(4)
active learning
(4)
all solid state batteries
(4)
density functional theory
(4)
thermal conductivity
(4)
2D materials
(3)
Heusler alloy
(3)
Landau levels
(3)
Thermoelectric
(3)
Tin perovskite
(3)
Twisted bilayer graphene
(3)
bilayer graphene
(3)
data curation
(3)
database
(3)
lithium metal battery
(3)
phosphor
(3)
polymer
(3)
solid electrolytes
(3)
3D printing
(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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(2)
GaN
(2)
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(2)
Image analysis
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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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(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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(2)
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(2)
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(2)
tdm
(2)
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(2)
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(2)
Fe(Se,Te)
(1)
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(1)
database
(1)
generative AI
(1)
graph search
(1)
organic computer, Optical vortex, Non-algorithmic computing, helical nanowire, Single shot learning, Deep learning network, Clique problem
(1)
persistent homology
(1)
transport properties
(1)
10 ~ predictive equation for IMFP
(1)
100,000h creep rupture strength
(1)
11 ~ elemental solid
(1)
12 ~ relativistic Bethe equation
(1)
13 ~ Fano plot
(1)
14 ~ IMFP
(1)
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(1)
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(1)
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(1)
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(1)
AI
(1)
AI-ready
(1)
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(1)
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(1)
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(1)
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(1)
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Al4SiC4Al4SiC4
(1)
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(1)
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(1)
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(1)
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(1)
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(1)
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(1)
Atomically-engineered quantum platforms
(1)
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(1)
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(1)
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(1)
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(1)
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(1)
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(1)
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(1)
Bernal-stacked trilayer graphene
(1)
Bi0.46Sb1.54Te3
(1)
Bi2Te2.7Se0.3
(1)
BiFeO3
(1)
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(1)
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Bone tissue engineering
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(1)
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(1)
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(1)
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(1)
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Catalyst informatics
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Catalyst screening
(1)
Catalysts
(1)
Cathode
(1)
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(1)
Causal analysis
(1)
Cd3As2
(1)
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(1)
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(1)
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(1)
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(1)
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(1)
Coating
(1)
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(1)
Collagen cross-linking; Elastic fibers; Fascia
(1)
Colloidal Quantum dots
(1)
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(1)
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(1)
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(1)
Composite material
(1)
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(1)
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(1)
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(1)
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(1)
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(1)
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(1)
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(1)
Coordination nanosheet,
(1)
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(1)
CrPS4
(1)
Creep
(1)
Creep constitutive equation
(1)
Critical temperature
(1)
Cross-sectional TEM
(1)
RDE metadata def
RDE invoice schema
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Collection
The history of DICE and NIMS Digital Library(2)
Resource type
Journal article(363)
Keyword
machine learning (26)
Machine learning (13)
thermoelectric (10)
materials informatics (7)
CALPHAD (6)
Curie temperature (6)
PoLyInfo (6)
graphene (5)
Diamond (4)
Microstructure (4)
(more)
License
Creative Commons BY Attribution 4.0 International (185)
In Copyright (80)
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