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A design methodology of crystal growth furnace and process aided by two-step optimization using machine learning models and genetic algorithm
Journal article
Creator
Hiroyuki Tanaka
(author) (
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a Graduate School of Engineering, Nagoya University
Hiroyuki Tanaka
;
Kentaro Kutsukake
(author) (
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)
Kentaro Kutsukake
;
Kota Asakura
(author) (
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)
Kota Asakura
;
Takuto Kojima
(author) (
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)
Takuto Kojima
;
Xin Liu
(author) (
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)
Xin Liu
;
Noritaka Usami
(author) (
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)
Noritaka Usami
Keyword
Optimization
,
machine learning
,
genetic algorithm
,
crystal growth
,
process informatics
Date published
2025-12-31
Updated at
2026-02-27 12:30:07 +0900
Thermoelectric, magnetotransport, and ultrafast dynamics of bismuth telluride thin films grown using pulsed laser deposition: Effects of substrate temperature and post-annealing
Journal article
Creator
Le Thi Cam Tuyen
(author) (
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)
a Division of Natural Science, Center for Education, Chang Gung University
Le Thi Cam Tuyen
;
Bih-Show Lou
(author) (
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)
Bih-Show Lou
;
Jyh-Wei Lee
(author) (
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)
Jyh-Wei Lee
;
Ngo Ngoc Uyen
(author) (
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)
Ngo Ngoc Uyen
;
Phuoc Huu Le
(author) (
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)
Phuoc Huu Le
;
Chien-Neng Liao
(author) (
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)
Chien-Neng Liao
;
Chih-Wei Luo
(author) (
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)
Chih-Wei Luo
;
Jiunn-Yuan Lin
(author) (
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)
Jiunn-Yuan Lin
Keyword
Bi2Te3
,
pulsed laser deposition
,
thermoelectrics
,
magnetotransport
,
pump-probe
Date published
2026-12-31
Updated at
2026-03-24 13:08:14 +0900
Surface-Structure Search with Variable Composition and Periodicity via Machine Learning and Evolutionary Algorithms: Applications to Pt/Ge Oxidation and Au--Sn Alloying
Journal article
Creator
F. Kuroda
(author) (
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)
a Materials DX Research Center, National Institute of Advanced Industrial Science and Technology (AIST)
F. Kuroda
;
M. Otani
(author) (
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M. Otani
Keyword
Sections
,
lists
,
figures
,
tables
,
mathematics
,
fonts
,
references
,
appendices
Date published
2026-07-07
Updated at
2026-07-08 16:54:06 +0900
Machine learning prediction of Young's modulus in multi component titanium based biomedical alloys using extended thermodynamic descriptors
Journal article
Creator
Hassan Ahmad
(author) (
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)
Department of Metallurgy and Materials Engineering, Pakistan Institute of Engineering and Applied Sciences (PIEAS)
Hassan Ahmad
;
Muhammad Haider
(author) (
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)
Muhammad Haider
;
Zafar Iqbal
(author) (
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)
Zafar Iqbal
;
Muhammad Zarif
(author) (
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)
Muhammad Zarif
;
Syed Mujtaba Ul Hassan
(author) (
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)
Syed Mujtaba Ul Hassan
Keyword
Titanium alloys
,
machine learning
,
biomedical alloys
,
Young’s modulus prediction
Date published
2026-12-31
Updated at
2026-07-08 16:58:38 +0900
Dual quantum spin Hall insulator by density-tuned correlations in TaIrTe4
Journal article
Creator
Jian Tang
(author) (
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)
Jian Tang
;
Thomas Siyuan Ding
(author) (
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)
Thomas Siyuan Ding
;
Hongyu Chen
(author) (
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)
Hongyu Chen
;
Anyuan Gao
(author) (
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)
Anyuan Gao
;
Tiema Qian
(author) (
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)
Tiema Qian
;
Zumeng Huang
(author) (
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)
Zumeng Huang
;
Zhe Sun
(author) (
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)
Zhe Sun
;
Xin Han
(author) (
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)
Xin Han
;
Alex Strasser
(author) (
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)
Alex Strasser
;
Jiangxu Li
(author) (
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)
Jiangxu Li
;
Michael Geiwitz
(author) (
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)
Michael Geiwitz
;
Mohamed Shehabeldin
(author) (
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Mohamed Shehabeldin
;
Vsevolod Belosevich
(author) (
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Vsevolod Belosevich
;
Zihan Wang
(author) (
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)
Zihan Wang
;
Yiping Wang
(author) (
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)
Yiping Wang
;
Kenji Watanabe
(author) (
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)
https://orcid.org/0000-0003-3701-8119
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Kenji Watanabe
;
Takashi Taniguchi
(author) (
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)
https://orcid.org/0000-0002-1467-3105
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Takashi Taniguchi
;
David C. Bell
(author) (
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)
David C. Bell
;
Ziqiang Wang
(author) (
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)
Ziqiang Wang
;
Liang Fu
(author) (
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)
Liang Fu
;
Yang Zhang
(author) (
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)
Yang Zhang
;
Xiaofeng Qian
(author) (
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)
Xiaofeng Qian
;
Kenneth S. Burch
(author) (
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)
Kenneth S. Burch
;
Youguo Shi
(author) (
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)
Youguo Shi
;
Ni Ni
(author) (
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)
Ni Ni
;
Guoqing Chang
(author) (
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)
Guoqing Chang
;
Su-Yang Xu
(author) (
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)
Su-Yang Xu
;
Qiong Ma
(author) (
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)
Qiong Ma
Keyword
Quantum Spin Hall (QSH) Insulator
,
Electron Correlations
,
Charge Density Wave (CDW)
Date published
2024-04-18
Updated at
2025-09-05 16:30:37 +0900
Lithium interphase enhancement for applications in lithium-sulfur batteries
Journal article
Creator
Antonio De Marco
(author) (
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)
a Department of Chemistry “Giacomo Ciamician”, University of Bologna
Antonio De Marco
;
Morteza Rahmanipour
(author) (
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)
Morteza Rahmanipour
;
Gioele Pagot
(author) (
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)
Gioele Pagot
;
Giampaolo Lacarbonara
(author) (
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)
Giampaolo Lacarbonara
Keyword
Lithium metal
,
surface protection
,
lithium sulfur batteries
,
energy storage materials
,
solid electrolyte interphase
Date published
2025-12-31
Updated at
2025-11-27 08:30:25 +0900
Reproducible Chiroptical Activity from Aggregated Chiral Thienopyrroledione–Fluorene π‑Conjugated Polymers.
Journal article
Creator
Nao Suzuki
(author) (
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)
a Institute of Pure and Applied Sciences, University of Tsukuba
Nao Suzuki
;
Ziwei Hu
(author) (
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)
Ziwei Hu
;
Sota Nakayama
(author) (
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)
Sota Nakayama
;
Soh Kushida
(author) (
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)
Soh Kushida
;
Yohei Yamamoto
(author) (
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)
Yohei Yamamoto
;
Wijak Yospanya
(author) (
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)
Wijak Yospanya
;
Reiko Oda
(author) (
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)
Reiko Oda
;
Takaki Kanbara
(author) (
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)
Takaki Kanbara
;
Junpei Kuwabara
(author) (
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)
Junpei Kuwabara
Keyword
Chiral π‑conjugated polymer
,
thienopyrroledione
,
circular dichroism
,
circularly polarized luminescence
Date published
2026-06-02
Updated at
2026-06-19 13:05:19 +0900
Estimation of valence state and growth rate using principal component analysis of plasma emission in reactive sputtering deposition
Journal article
Creator
Rintaro Minami
(author) (
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)
a Department of Applied Physics, University of Tsukuba
Rintaro Minami
;
Eiji Kita
(author) (
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)
Eiji Kita
;
Chiharu Mitsumata
(author) (
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)
Chiharu Mitsumata
;
Hideto Yanagihara
(author) (
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)
Hideto Yanagihara
Keyword
Machine learning
,
principal component analysis (PCA)
,
reactive magnetron sputtering
,
plasma emission spectrum
,
Mössbauer spectroscopy
Date published
2025-12-31
Updated at
2025-09-10 16:30:38 +0900
Effect of Relative Density on Dynamic Mechanical Behavior and Deformation Mechanisms of Porous Titanium under Coupled High-Temperature and High-Strain-Rate Conditions
Journal article
Creator
Dong Yang
(author) (
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)
Department of Mechanical Engineering, Anhui University
Dong Yang
;
Mingyu Li
(author) (
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)
Mingyu Li
Keyword
Porous titanium
,
Relative density
,
Dynamic response
,
High-temperature
,
High-strain-rate
Date published
2025-12-31
Updated at
2025-11-06 12:30:09 +0900
Soft and tough bio-composites via integration of agricultural products and polymer gels
Journal article
Creator
Honoka Matsuura
(author) (
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)
a Graduate School of Life Science, Hokkaido University
Honoka Matsuura
;
Kagari Maruyama
(author) (
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)
Kagari Maruyama
;
Shou Ohmura
(author) (
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)
Shou Ohmura
;
Jian Ping Gong
(author) (
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)
Jian Ping Gong
;
Tasuku Nakajima
(author) (
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)
Tasuku Nakajima
Keyword
Composite
,
hydrogel
,
bio-composite
,
reinforcement
,
eringi
,
kanpyo
Date published
2026-12-31
Updated at
2026-02-19 16:30:13 +0900
Keyword
Auger depth profiling analysis
(8)
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(8)
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(1)
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