Fatigue & Fracture of Engineering Materials & Structures
IF
3.03
Papers
4064
Papers 4333
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#1Saeed Zare Chavoshi (Imperial College London)H-Index: 15
#2Julian D BookerH-Index: 16
Last. Michael Martin (Rolls-Royce Motor Cars)H-Index: 2
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#1Jie Huang (Chongqing University)
#2Qianting Hu (Chongqing University)
Last. Xiaodong Wang (Chongqing University)
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Complex civil structures require the cooperation of many building materials. However, it is difficult to accurately monitor and evaluate the inner damage states of various material systems. Based on a convolutional neural network (CNN) and the acoustic emission (AE) time-frequency diagram, we used the transfer learning method for classifying the AE signals of different materials under external loads. The results show the CNN model can accurately classify cracks that come from different materials...
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#1Thomas Wegener (University of Kassel)H-Index: 5
#2Julian Koopmann (VW: Volkswagen)H-Index: 1
Last. Thomas Niendorf (University of Kassel)H-Index: 37
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#1Bai Song (University of Electronic Science and Technology of China)H-Index: 1
#2Hong-Zhong Huang (University of Electronic Science and Technology of China)H-Index: 53
Last. Zhiming Deng (University of Electronic Science and Technology of China)
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#1Jiwei Chen (NUAA: Nanjing University of Aeronautics and Astronautics)H-Index: 1
#2Weixing Yao (NUAA: Nanjing University of Aeronautics and Astronautics)H-Index: 13
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#1Elad Farkash (TAU: Tel Aviv University)H-Index: 2
#2Leslie Banks-Sills (TAU: Tel Aviv University)H-Index: 29
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#1Tairui Zhang (JAEA: Japan Atomic Energy Agency)
#2Kai Lu (JAEA: Japan Atomic Energy Agency)H-Index: 4
Last. Yinsheng Li (JAEA: Japan Atomic Energy Agency)H-Index: 11
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#1Song Yuxuan (Zhejiang University of Technology)H-Index: 6
#2Yunling Dai (Zhejiang University of Technology)
Last. Yi Ma (Zhejiang University of Technology)H-Index: 9
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#1José F. Garcias (NOVA: Universidade Nova de Lisboa)
#2Rui F. Martins (NOVA: Universidade Nova de Lisboa)H-Index: 9
Last. Cyril Santos (Polytechnic Institute of Leiria)H-Index: 4
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#1Giovanni Corsetti Silva (UFPR: Federal University of Paraná)
#2V.C. Beber (Fraunhofer Society)H-Index: 8
Last. Diogo B. Pitz (UFPR: Federal University of Paraná)H-Index: 5
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Top fields of study
Composite material
Metallurgy
Materials science
Fracture mechanics
Structural engineering
Crack closure