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Yibin Xu
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Data-driven approaches for designing thermal insulating materials
Description/Abstract:
The design of high-performance thermal insulating materials is crucial for efficient thermal management in modern applications. This pres...
Keyword:
Interfacial thermal resistance
,
data-driven technique
,
machine learning
, and
thermal insulator
Resource Type:
Presentation
Author:
Yen-Ju Wu
and
Yibin Xu
Date Uploaded:
25/12/2024
Machine-learning-assisted discovery of polymers with high thermal conductivity using a molecular design algorithm
Description/Abstract:
Machine learning technology has a great potential to accelerate the discovery of innovative functional materials. We demonstrate a succes...
Keyword:
machine learning
,
molecular design
,
polymer
, and
thermal conductivity
Resource Type:
Article
Author:
Stephen Wu
,
Yukiko Kondo
,
Masa-aki Kakimoto
,
Bin Yang
,
Hironao Yamada
,
Isao Kuwajima
,
Guillaume Lambard
,
Kenta Hongo
,
Yibin Xu
,
Junichiro Shiomi
,
Christoph Schick
,
Junko Morikawa
, and
Ryo Yoshida
Journal:
npj Computational Materials
Date Uploaded:
21/11/2024
Interfacial thermal resistance of metal-nonmetal interfaces under bidirectional heat fluxes
Description/Abstract:
Interfacial thermal resistance (ITR) at metal/nonmetal interfaces is a crucial issue affecting the efficiency of electronic devices. We i...
Keyword:
Interfacial thermal resistance
,
electron-phonon coupling
,
hot electron
,
light-controlled devices
, and
phonon diodes
Resource Type:
Article
Author:
Yen-Ju Wu
,
Takashi Yagi
, and
Yibin Xu
Journal:
International Journal of Heat and Mass Transfer
Date Uploaded:
14/11/2024
Topological data analysis of TEM-based structural features affecting the thermal conductivity of amorphous Ge
Description/Abstract:
Compared to crystalline materials, amorphous materials lack periodicity and exhibit distinct thermal and lattice vibration properties. He...
Keyword:
Amorphous materials
,
Atomic network
,
Structure feature
,
Thermal conductivity
, and
Topological data analysis
Resource Type:
Article
Author:
Yen-Ju Wu
,
Kazuto Akagi
,
Masahiro Goto
, and
Yibin Xu
Journal:
International Journal of Heat and Mass Transfer
Date Uploaded:
04/10/2024
A comprehensive data network for data-driven study of battery materials
Description/Abstract:
Data-driven material research for property prediction and material design using machine learning methods requires a large quantity, wide ...
Keyword:
Material databases
,
battery material
,
cathode
,
crystal structure
,
ionic conductivity
,
nature language processing
, and
solid electrolyte
Resource Type:
Article
Author:
Yibin Xu
,
Yen-Ju Wu
,
Huiping Li
,
Lei Fang
,
Shigenobu Hayashi
,
Ayako Oishi
,
Natsuko Shimizu
,
Riccarda Caputo
, and
Pierre Villars
Journal:
Science and Technology of Advanced Materials
Date Uploaded:
03/10/2024
Effects of Thermal Boundary Resistance on Thermal Management of Gallium-Nitride-Based Semiconductor Devices: A Review
Description/Abstract:
Wide-bandgap gallium nitride (GaN)-based semiconductors offer significant advantages over traditional Si-based semiconductors in terms of...
Keyword:
thermal boundary resistance, Gallium Nitride, semiconductor, high-electron-mobility transistors
Resource Type:
Article
Author:
Tianzhuo Zhan
,
Mao Xu
,
Zhi Cao
,
Chong Zheng
,
Hiroki Kurita
,
Fumio Narita
,
Yen-Ju Wu
,
Yibin Xu
,
Haidong Wang
,
Mengjie Song
,
Wei Wang
,
Yanguang Zhou
,
Xuqing Liu
,
Yu Shi
,
Yu Jia
,
Sujun Guan
,
Tatsuro Hanajiri
,
Toru Maekawa
,
Akitoshi Okino
, and
Takanobu Watanabe
Journal:
Micromachines
Date Uploaded:
13/11/2023
Electrically Conductive Thermally Insulating Bi-Si Nanocomposites by Interface Design for Thermal Management
Description/Abstract:
We demonstrate, both by experiments and by data informatics, an alternative strategy to achieve ultralow thermal conductivity in a dense ...
Keyword:
thermal insulating thin film, interface thermal resistance, interface design, nanostructuring, nanocomposite, machine learning
Resource Type:
Article
Author:
Yen-Ju Wu
,
Michiko Sasaki
,
Masahiro Goto
,
Lie Fang
, and
Yibin Xu
Journal:
ACS APPLIED NANO MATERIALS
Date Uploaded:
26/06/2023
Tuning Interfacial Thermal and Electrical Conductance across a Metal/MoS2 Monolayer through N‐Methyl‐2‐pyrrolidone Wet Cleaning
Description/Abstract:
Extensive effort has been dedicated to developing two-dimensional (2D) materials as an alternative to Si-based semiconductor technology. ...
Keyword:
electrical conductance, interfacial thermal resistances, molybdenum disulfide, monolayers, wet cleaning
Resource Type:
Article
Author:
Yen‐Ju Wu
,
Yann‐Wen Lan
,
Shih‐Chieh Hsu
,
Chen‐Hao Yeh
,
Yu‐Seng Ku
,
Jyh‐Chiang Jiang
, and
Yibin Xu
Date Uploaded:
22/03/2023
Predicting interfacial thermal resistance by machine learning
Description/Abstract:
Lots of factors affect the interfacial thermal resistance (ITR), making ITR prediction a high-dimensional mathematical problem. Machine l...
Keyword:
interfacial thermal resistance, machine learning, thermal management
Resource Type:
Article
Author:
Yen-Ju Wu
,
Lei Fang
, and
Yibin Xu
Date Uploaded:
21/03/2023
Study on thermoelectric property optimization of mixed-phase bismuth telluride thin films deposited by co-evaporation process
Description/Abstract:
The development of Bi2Te3 thin films has huge potential in the pursuit of efficient thermoelectric micro/nanodevices due to their high Se...
Keyword:
Bi2Te3, Thermoelectric properties, Co-evaporation, Thin films, Mixed phases
Resource Type:
Article
Author:
Yen-Ju Wu
,
Shih-Chieh Hsu
,
Ya-Cheng Lin
,
Yibin Xu
,
Tung-Han Chuang
, and
Sheng-Chi Chen
Date Uploaded:
21/03/2023
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13
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Elsevier BV
3
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3
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Creative Commons BY Attribution 4.0 International
8
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Japan Science and Technology Agency
3
Japan Science and Technology Agency (JST)
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Japan Science and Technology Agency (JST)
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Journal
International Journal of Heat and Mass Transfer
2
ACS APPLIED NANO MATERIALS
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Micromachines
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Science and Technology of Advanced Materials
1
npj Computational Materials
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