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Collection
Resource type
Journal article(9)
Keyword
machine learning (3)
PoLyInfo (2)
thermal conductivity (2)
Alloys (1)
BZ reaction (1)
Chemically-fueled self-assembly (1)
Crystal forms (1)
Crystal phenomena (1)
Crystal structure (1)
Databases (1)
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Creative Commons BY Attribution 4.0 International (7)
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9 records found. Displaying records 1 to 9.
Chemically-Fueled Phase Transition of a redox-responsive polymer
Journal article
Creator
Takafumi Enomoto
(author) (
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)
a Department of Materials Engineering, School of Engineering, The University of Tokyo
Takafumi Enomoto
;
Aya M. Akimoto
(author) (
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)
Aya M. Akimoto
;
Ryo Yoshida
(author) (
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)
Ryo Yoshida
Keyword
Chemically-fueled self-assembly
,
coil-to-globule phase transition
,
poly(n-isopropylacrylamide)
,
hydrogen evolution
,
viologen
Date published
2025-12-31
Updated at
2025-07-16 16:14:52 +0900
Cross-Hierarchical Transduction of Dynamic Behaviors from Self-Oscillating Microgels to Colloidosomes
Journal article
Creator
Zhouna Tang
(author) (
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)
Zhouna Tang
;
Takafumi Enomoto
(author) (
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)
https://orcid.org/0000-0001-5137-6129
(unauthenticated)
Takafumi Enomoto
;
Takeshi Ueki
(author) (
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)
https://orcid.org/0000-0001-9317-6280
NIMS Researchers Directory SAMURAI
Takeshi Ueki
;
Ryota Tamate
(author) (
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)
https://orcid.org/0000-0002-1704-1058
NIMS Researchers Directory SAMURAI
Ryota Tamate
;
Aya Mizutani Akimoto
(author) (
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)
https://orcid.org/0000-0003-1506-267X
(unauthenticated)
Aya Mizutani Akimoto
;
Ryo Yoshida
(author) (
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)
https://orcid.org/0000-0002-0558-2922
(unauthenticated)
Ryo Yoshida
Keyword
BZ reaction
,
hydrogels
,
colloidosomes
,
self-oscillation
,
microgels
Date published
2026-02-24
Updated at
2026-03-16 10:17:57 +0900
Comprehensive experimental datasets of quasicrystals and their approximants
Journal article
Creator
Erina Fujita
(author) (
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)
https://orcid.org/0000-0002-0987-5597
Center for Basic Research on Materials/Data-driven Materials Research Field/Materials Modeling Group, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Erina Fujita
;
Chang Liu
(author) (
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)
The Institute of Statistical Mathematics
Chang Liu
;
Asuka Ishikawa
(author) (
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)
Tokyo University of Science, Graduate School of Advanced Engineering Department of Materials Science and Technology
Asuka Ishikawa
;
Tomoya Mato
(author) (
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)
https://orcid.org/0000-0002-0918-6468
Center for Basic Research on Materials/Data-driven Materials Research Field/Materials Modeling Group, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Tomoya Mato
;
Koichi Kitahara
(author) (
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National Defense Academy
Koichi Kitahara
;
Ryuji Tamura
(author) (
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)
Tokyo University of Science, Graduate School of Advanced Engineering Department of Materials Science and Technology
Ryuji Tamura
;
Kaoru Kimura
(author) (
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)
https://orcid.org/0000-0001-5050-4256
The Institute of Statistical Mathematics
Kaoru Kimura
;
Ryo Yoshida
(author) (
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)
https://orcid.org/0000-0001-8092-0162
(unauthenticated)
The Institute of Statistical Mathematics
Ryo Yoshida
;
Yukari Katsura
(author) (
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)
https://orcid.org/0000-0002-8905-2995
Center for Basic Research on Materials/Data-driven Materials Research Field/Materials Modeling Group, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yukari Katsura
Keyword
Databases
,
Electronic properties and materials
,
Metals and alloys
Date published
2024-11-13
Updated at
2024-12-05 12:47:25 +0900
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
Quasicrystals predicted and discovered by machine learning
Journal article
Creator
Chang Liu
(author) (
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)
Chang Liu
;
Koichi Kitahara
(author) (
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)
Koichi Kitahara
;
Asuka Ishikawa
(author) (
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)
Asuka Ishikawa
;
Takanobu Hiroto
(author) (
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)
https://orcid.org/0000-0002-6176-5782
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Takanobu Hiroto
;
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
;
Erina Fujita
(author) (
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)
https://orcid.org/0000-0002-0987-5597
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Erina Fujita
;
Yukari Katsura
(author) (
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)
https://orcid.org/0000-0002-8905-2995
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yukari Katsura
;
Yuki Inada
(author) (
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)
Yuki Inada
;
Ryuji Tamura
(author) (
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)
Ryuji Tamura
;
Kaoru Kimura
(author) (
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)
https://orcid.org/0000-0001-5050-4256
National Institute for Materials Science
Kaoru Kimura
;
Ryo Yoshida
(author) (
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)
https://orcid.org/0000-0001-8092-0162
(unauthenticated)
Ryo Yoshida
Keyword
Crystal forms
,
Crystal phenomena
,
Crystal structure
,
Alloys
,
Machine learning
Date published
2023-09-25
Updated at
2024-11-21 16:36:03 +0900
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
Machine-learning-assisted discovery of polymers with high thermal conductivity using a molecular design algorithm
Journal article
Creator
Stephen Wu
(author) (
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)
Stephen Wu
;
Yukiko Kondo
(author) (
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Yukiko Kondo
;
Masa-aki Kakimoto
(author) (
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Masa-aki Kakimoto
;
Bin Yang
(author) (
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)
Bin Yang
;
Hironao Yamada
(author) (
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Hironao Yamada
;
Isao Kuwajima
(author) (
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)
https://orcid.org/0000-0002-5994-3834
NIMS Researchers Directory SAMURAI
Isao Kuwajima
;
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
;
Kenta Hongo
(author) (
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Kenta Hongo
;
Yibin Xu
(author) (
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https://orcid.org/0000-0001-8600-8748
NIMS Researchers Directory SAMURAI
Yibin Xu
;
Junichiro Shiomi
(author) (
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Junichiro Shiomi
;
Christoph Schick
(author) (
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Christoph Schick
;
Junko Morikawa
(author) (
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)
Junko Morikawa
;
Ryo Yoshida
(author) (
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)
Ryo Yoshida
Keyword
machine learning
,
polymer
,
thermal conductivity
,
molecular design
Date published
2019-06-21
Updated at
2024-11-21 16:31:23 +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
(author) (
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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
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
Keyword
machine learning
(3)
PoLyInfo
(2)
thermal conductivity
(2)
Alloys
(1)
BZ reaction
(1)
Chemically-fueled self-assembly
(1)
Crystal forms
(1)
Crystal phenomena
(1)
Crystal structure
(1)
Databases
(1)
Electronic properties and materials
(1)
First-principles calculation
(1)
Machine learning
(1)
Metals and alloys
(1)
Phonon
(1)
Sim2Real
(1)
Thermal conductivity
(1)
coil-to-globule phase transition
(1)
colloidosomes
(1)
deep learning
(1)
hydrogels
(1)
hydrogen evolution
(1)
liquid crystalline polymer
(1)
microgels
(1)
molecular design
(1)
molecular dynamics simulation
(1)
phase identification
(1)
poly(n-isopropylacrylamide)
(1)
polymer
(1)
quasicrystal
(1)
scaling law of simulation- to-real
(1)
self-oscillation
(1)
transfer learning
(1)
viologen
(1)
x-ray powder diffraction
(1)
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Collection
Resource type
Journal article(9)
Keyword
machine learning (3)
PoLyInfo (2)
thermal conductivity (2)
Alloys (1)
BZ reaction (1)
Chemically-fueled self-assembly (1)
Crystal forms (1)
Crystal phenomena (1)
Crystal structure (1)
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License
Creative Commons BY Attribution 4.0 International (7)
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