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Yen-Ju Wu
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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
Physical and chemical descriptors for predicting interfacial thermal resistance
Description/Abstract:
Heat transfer at interfaces plays a critical role in material design and device performance. Higher interfacial thermal resistances (ITRs...
Keyword:
interfacial thermal resistance, machine learning, database, descriptor
Resource Type:
Article
Author:
Yen-Ju Wu
,
Tianzhuo Zhan
,
Zhufeng Hou
,
Lei Fang
, and
Yibin Xu
Date Uploaded:
21/03/2023
Essential structural and experimental descriptors for bulk and grain boundary conductivities of Li solid electrolytes
Description/Abstract:
We present a computational approach for identifying the important descriptors of the ionic conductivities of lithium solid electrolytes. ...
Keyword:
Ionic conductivity
,
machine learning
,
grain boundary
,
ionic conductor
,
Li battery
,
grain size
, and
descriptor
Resource Type:
Article
Author:
Yen-Ju Wu
,
Takehiro Tanaka
,
Tomoyuki Komori
,
Mikiya Fujii
,
Hiroshi Mizuno
,
Satoshi Itoh
,
Tadanobu Takada
,
Erina Fujita
, and
Yibin Xu
Date Uploaded:
21/03/2023
Date Modified:
23/03/2023
Modification of aluminum current collectors with laser-scribed graphene for enhancing the performance of lithium ion batteries
Description/Abstract:
In this study, the graphene-modified Al foils have been prepared to assemble lithium ion batteries (LIBs). The graphene-modified Al foils...
Keyword:
Graphene, Laser irradiation, Current collector, Lithium ion battery
Resource Type:
Article
Author:
Er-Chieh Cho
,
Cai-Wan Chang-Jian
,
Yen-Ju Wu
,
Szu-Han Chao
,
Jen-Hsien Huang
,
Kuen-Chan Lee
,
Huei Chu Weng
, and
Shih-Chieh Hsu
Date Uploaded:
17/03/2023
Polyimide-Derived Carbon-Coated Li4Ti5O12 as High-Rate Anode Materials for Lithium Ion Batteries
Description/Abstract:
Carbon-coated Li4Ti5O12 (LTO) has been prepared using polyimide (PI) as a carbon source via the thermal imidization of polyamic acid (PAA...
Keyword:
Li4Ti5O12; polyimide; carbon coating; lithium ion battery; rate performance
Resource Type:
Article
Author:
Shih-Chieh Hsu
,
Tzu-Ten Huang
,
Yen-Ju Wu
,
Cheng-Zhang Lu
,
Huei Chu Weng
,
Jen-Hsien Huang
,
Cai-Wan Chang-Jian
, and
Ting-Yu Liu
Date Uploaded:
17/03/2023
Date Modified:
20/03/2023
Data-Driven Design of Transparent Thermal Insulating Nanoscale Layered Oxides
Description/Abstract:
Predicting the interfacial thermal resistance (ITR) for various material systems is a time-consuming process. In this study, we applied o...
Keyword:
thermal conductivity; thermal insulator; thin film; superlattice; transparency
Resource Type:
Article
Author:
Yen-Ju Wu
and
Yibin Xu
Date Uploaded:
13/02/2023
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7
Keyword
Bi2Te3, Thermoelectric properties, Co-evaporation, Thin films, Mixed phases
1
Graphene, Laser irradiation, Current collector, Lithium ion battery
1
Ionic conductivity
1
Li battery
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7
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Elsevier BV
2
Springer Science and Business Media LLC
2
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1
MDPI AG
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National Institute for Materials Science
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7
Rights Statement Sim
Creative Commons BY Attribution 4.0 International
5
CC-BY-4.0
1
Author
Yen-Ju Wu
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7
Yibin Xu
5
Shih-Chieh Hsu
3
Cai-Wan Chang-Jian
2
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Japan Science and Technology Agency
1
Japan Science and Technology Agency (JST)
1