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Yang Yang
Zhejiang University
Machine learningData miningChemistryComputer scienceSocial network
116Publications
17H-index
1,337Citations
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Publications 173
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#1Yang Yang (WHU: Wuhan University)H-Index: 17
#2Yun-Hong Hu (Huda: Hubei University)
Last. Yu Liu (WHU: Wuhan University)H-Index: 10
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#1Xueqing Zheng (Zhejiang University of Technology)
#2Tingming Jiang (ZJU: Zhejiang University)H-Index: 1
Last. Yang Yang (ZJU: Zhejiang University)H-Index: 17
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Inverted perovskite solar cells (PSCs) have recently gained increasing attention because of the long operation lifetime achieved. However, bathocuproine (BCP): a commonly used buffer layer in inverted PSCs, is experimentally confirmed by us to show fast aggregation at the temperature of 85 °C, which is the protocol temperature required by the International Electrotechnical Commission (IEC) standard. This thermal instability of the BCP interfacial layer makes long-term thermal stability of invert...
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#1Yang Yang (NU: Northwestern University)H-Index: 17
#2Wu Youyou (NU: Northwestern University)
Last. Brian Uzzi (NU: Northwestern University)H-Index: 34
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Replicability tests of scientific papers show that the majority of papers fail replication. Moreover, failed papers circulate through the literature as quickly as replicating papers. This dynamic weakens the literature, raises research costs, and demonstrates the need for new approaches for estimating a study’s replicability. Here, we trained an artificial intelligence model to estimate a paper’s replicability using ground truth data on studies that had passed or failed manual replication tests,...
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Apr 20, 2020 in WWW (The Web Conference)
#1Wenjie HuH-Index: 1
#2Yang YangH-Index: 17
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Electricity theft, the behavior that involves users conducting illegal operations on electrical meters to avoid individual electricity bills, is a common phenomenon in the developing countries. Considering its harmfulness to both power grids and the public, several mechanized methods have been developed to automatically recognize electricity-theft behaviors. However, these methods, which mainly assess users' electricity usage records, can be insufficient due to the diversity of theft tactics and...
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#1Yang YangH-Index: 17
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Solid-state photon-enhanced thermionic emission (PETE) solar energy converters are newly proposed devices that can directly convert solar energy into electrical power at high temperatures. An analytical model based on a one-dimensional steady-state equation is developed to analyze the temperature-dependent performance of the solid-state PETE converter. The treatment used to derive the reverse saturation current density ( J 0 ) and open-circuit voltage ( V o c ) of the solid-state PETE converter ...
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#1Tingming Jiang (ZJU: Zhejiang University)H-Index: 1
#2Zeng ChenH-Index: 1
Last. Yang (Michael) Yang (ZJU: Zhejiang University)
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1 CitationsSource
Feb 7, 2020 in AAAI (National Conference on Artificial Intelligence)
#1Ziqiang Cheng (ZJU: Zhejiang University)
#2Yang Yang (ZJU: Zhejiang University)H-Index: 17
view all 6 authors...
Time series modeling has attracted extensive research efforts; however, achieving both reliable efficiency and interpretability from a unified model still remains a challenging problem. Among the literature, shapelets offer interpretable and explanatory insights in the classification tasks, while most existing works ignore the differing representative power at different time slices, as well as (more importantly) the evolution pattern of shapelets. In this paper, we propose to extract time-aware ...
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#1Yang Yang (WHU: Wuhan University)H-Index: 17
#1Yang Yang (WHU: Wuhan University)H-Index: 130
Last. Qing Peng (UPM: King Fahd University of Petroleum and Minerals)
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Graphyne was recently facilely synthesized with superior mechanical and electrical performance. We investigate the ballistic protection properties of α-, β-, δ-, and γ-graphyne sheets using molecular dynamics simulations in conjunction with elastic theory. The velocities of the in-plane elastic wave and out-of-plane cone wave are obtained by both membrane theory and molecular dynamics simulations. The specific penetration energies are approximately 83% that of graphene, indicating high impact re...
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#1Yang YangH-Index: 17
#2CongLi ZengH-Index: 3
Last. QiXing ChenH-Index: 15
view all 9 authors...
Source
#2Yang Yang (ZJU: Zhejiang University)H-Index: 17
view all 6 authors...
Time series modeling has attracted extensive research efforts; however, achieving both reliable efficiency and interpretability from a unified model still remains a challenging problem. Among the literature, shapelets offer interpretable and explanatory insights in the classification tasks, while most existing works ignore the differing representative power at different time slices, as well as (more importantly) the evolution pattern of shapelets. In this paper, we propose to extract time-aware ...
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