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 | 2 | 2024 |
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 | 3 | 2024 |
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 | 19 | 2024 |
TrajBERT-DSSM: Deep bidirectional transformers for vessel trajectory understanding and destination prediction C Zhang, J Bin, Z Liu Ocean Engineering 297, 117147, 2024 | 1 | 2024 |
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 | 6 | 2024 |
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 | 9 | 2024 |
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 | 1 | 2024 |
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 | 18 | 2024 |
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 |