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Zheng Liu
Zheng Liu
University of British Columbia (Okanagan)
在 ubc.ca 的电子邮件经过验证 - 首页
标题
引用次数
年份
FTnet: An integrated network for fusing multi-modal NDE data of lightning damage in aircraft composite materials
Y Fan, R Rayhana, C Mandache, M Genest, Z Liu
NDT & E International 147, 103196, 2024
2024
Physics-inspired multimodal machine learning for adaptive correlation fusion based rotating machinery fault diagnosis
D Sun, Y Li, Z Liu, S Jia, K Noman
Information Fusion 108, 102394, 2024
22024
Progressive generative adversarial network for generating high-dimensional and wide-frequency signals in intelligent fault diagnosis
Z Ren, K Huang, Y Zhu, K Feng, Z Liu, H Fu, J Hong, A Glowacz
Engineering Applications of Artificial Intelligence 133 (Part E, 108332), 1-14, 2024
2024
Vision Fourier transformer empowered multi-modal imaging system for ethane leakage detection
J Bin, S Rogers, Z Liu
Information Fusion 106 (102266), 2024
2024
Efficient community building energy load forecasting through federated hypernetwork
R Wang, R Rayhana, L Bai, Z Liu
NDE 4.0, Predictive Maintenance, Communication, and Energy Systems: The …, 2024
2024
Federated autoML learning for community building energy prediction
R Wang, L Bai, R Rayhana, Z Liu
NDE 4.0, Predictive Maintenance, Communication, and Energy Systems: The …, 2024
2024
Reconstruction of 3-D pipeline corrosion defect profile from MFL signals with deep learning approach
J Ling, X Peng, K Siggers, M Peussner, R Rayhana, Z Liu
NDE 4.0, Predictive Maintenance, Communication, and Energy Systems: The …, 2024
2024
Towards next-generation NDE: predictive analysis of pipeline integrity using machine learning
R Rayhana, J Ling, L Bai, Z Liu, M Liao, C Yang, A Schnabel, S Sonntag
NDE 4.0, Predictive Maintenance, Communication, and Energy Systems: The …, 2024
2024
TransDehaze: transformer-enhanced texture attention for end-to-end single image dehaze
X Zhao, F Xu, Z Liu
The Visual Computer, 2024
2024
A novel feature extraction method based on symbol-scale diversity entropy and its application for fault diagnosis of rotary machines
S Wang, Y Li, J Zhang, Z Liu, Z Deng
Structural Health Monitoring 23 (3), 1423-1448, 2024
2024
Digital Twin Models: Functions, Challenges, and Industry Applications
R Rayhana, L Bai, G Xiao, M Liao, Z Liu
IEEE Journal of Radio Frequency Identification, 2024
32024
WaveCLR: Contrastive learning of guided wave representations for composite damage identification
H Yun, R Wang, R Rayhana, S Pant, M Genest, Z Liu
IEEE Transactions on Instrumentation and Measurement, 2024
2024
Model-assisted multi-source fusion hypergraph convolutional neural networks for intelligent few-shot fault diagnosis to electro-hydrostatic actuator
X Zhao, X Zhu, J Liu, Y Hu, T Gao, L Zhao, J Yao, Z Liu
Information Fusion 104, 102186, 2024
192024
TrajBERT-DSSM: Deep bidirectional transformers for vessel trajectory understanding and destination prediction
C Zhang, J Bin, Z Liu
Ocean Engineering 297, 117147, 2024
12024
Pipeline condition monitoring towards digital twin system: A case study
T Wang, K Feng, J Ling, M Liao, C Yang, R Neubeck, Z Liu
Journal of Manufacturing Systems 73, 256-274, 2024
62024
Multivariate multiscale dispersion Lempel–Ziv complexity for fault diagnosis of machinery with multiple channels
S Wang, Y Li, K Noman, Z Li, K Feng, Z Liu, Z Deng
Information Fusion 104, 102152, 2024
92024
High-precision frequency measurement approach of diminishing multi-source errors for UAV-based aeromagnetic survey
J Ge, M Wang, X Hu, W Xu, W Luo, K Feng, Y Zhang, K Wang, G Wang, ...
Measurement 227, 114312, 2024
12024
A Multi-scale Convolutional Autoencoder with Attention Mechanism for Fault Diagnosis of Rotating Machinery
Z Lei, H Yun, F Tian, G Wen, Z Liu
Applications of Generative AI, 601-617, 2024
2024
Slim-neck by GSConv: A lightweight-design for real-time detector architectures
H Li, J Li, H Wei, Z Liu, Z Zhan, Q Ren
Journal of Real-Time Image Processing, 2024
182024
Multi-task deep learning for large-scale buildings energy management
R Wang, R Rayhana, M Gholami, OE Herrera, Z Liu, W Mérida
Energy and Buildings 307 (113964), 2024
2024
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