Laboratory for Intelligent InFrastructure Technology

Recent Publications

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• Fu, Y. *, Wang, Z., Maghareh, A., Dyke, S., Jahanshahi, M., Shahriar, A., Zhang, F.* (2025) "Effective structural impact detection and localization using convolutional neural network and Bayesian information fusion with limited sensors", Mechanical Systems and Signal Processing, 224:112074.​

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• Zhang, Q., Fu, Y.* (2025) "Effective traffic density recognition based on ResNet-SSD with feature fusion and attention mechanism in normal intersection scenes", Expert Systems with Applications, 261:125508.​

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• Shen, W., Fu, Y.*, Kong, Q., Li, J.-Y. (2025) "Noise-robust automated sudden damage detection using blind source separation enhanced by variational mode decomposition and support vector machine based on shapelet transform", Journal of Sound and Vibration, 595:118783.

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• Liang, R., Liu, W., Fu, Y.*, Ma, M. (2024) "Physics-informed deep learning for structural dynamics under moving load", International Journal of Mechanical Sciences, 284:109766.

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• Zhang, F., Fu, Y.*, Wang, J. (2024) "Rapid and automated seismic design of cable restrainer for simply supported bridges crossing fault rupture zones using explainable machine learning", Soil Dynamics and Earthquake Engineering, 187:109011.

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• Xie, Z., Zhou, Z., He, X., Fu, Y., Gu, J., Zhang, J. (2024) "Methodology for object-level change detection in post-earthquake building damage assessment based on remote sensing images: OCD-BDA", Remote Sensing, 16(22):4263.

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• Han, C., Wang, Z., Fu, Y.*, Dyke, S., Shahriar, A. (2024) "Transfer-AE: A novel autoencoder-based impact detection model for structural digital twin", Applied Soft Computing, 166:112174.

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• Xu, Y., Chen, Z., Fu, Y., Wu, L., Huang, K. (2024) "Study on the enhancement effect and design method of grouted screw anchors in mucky soils", International Journal of Geomechanics, 24(11):04024247.

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• Ma, T., Fu, Y.* (2024) "A multi-sensor fused incremental detection model for blade crack with cross-attention mechanism and Dempster-Shafer evidence theory", Advanced Engineering Informatics, 62:102952.

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• Zhao, X., Shao, X., Cao, X., Cao, J., Fu, Y. (2024) "Experimental and analytical investigations into flexural behavior of composite beams with UHPC T-section and HRS H-section", Engineering Structures, 315:118445.

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• Du, L., Zhang, R., Fu, Y.* (2024) "A robust evaluating strategy of tunnel deterioration using ensemble machine learning algorithms", Engineering Applications of Artificial Intelligence, 133:108364.

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• Azimi, M., Lund, A., Fu, Y., Montoya, H., Vaccino, L., Krishnan, R. M., Rhee, S., Chebbo, L., Shahriar, A., Wang, Z., Maghareh, A., Dyke, S. J. (2024) "HabSim: A modular coupled virtual testbed for simulating extraterrestrial habitat systems", AIAA.

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• Chang, X., Zhang, R., Mao, J., Fu, Y.* (2024) "Digital Twins in Transportation Infrastructure: An Investigation of the Key Enabling Technologies, Applications, and Challenges", IEEE Transactions on Intelligent Transportation Systems.

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• Han, C., Wang, S., Madan, A., Zhao, C., Mohanty, L., Fu, Y., Shen, W., Liang, R., Huang, E.S., Zheng, T., Ong, P.K., Zhang, A., Woon, K.J., Wong, K.X., Yang, Y. (2024) "Intelligent detection of loose fasteners in railway tracks using distributed acoustic sensing and machine learning", Engineering Applications of Artificial Intelligence, 134:108684.

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• Jian, X., Lai, Z., Bacsa, K., Fu, Y., Koh, C.G., Sun, L., Wieser, A., Chatzi, E. (2024) "A Robotic Automated Solution for Operational Modal Analysis of Bridges with High-Resolution Mode Shape Recovery", Journal of Structural Engineering, 150(8):04024081.​​

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• Xu, Y., Fu, Y., Chen, Z., Qin, R., Wang, L., Wang, X. (2024) "Experimental study and design formula of the uplift performance of screw anchor foundations in silty clays", Acta Geotechnica, 1-12.

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• Gomez, F., Fu, Y.*, Hoang, Tu., Mechitov, K., Spencer, B. F. (2023) "Estimation of dynamic interstory drift in buildings using wireless smart sensors", Journal of Structural Engineering, 150 (6), 04024044

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• Yu, X., Fu, Y.*, Li., J., Mao, J., Hoang, T., Wang, H. (2023) "Recent advances in wireless sensor networks for structural health monitoring of civil infrastructure", Journal of Infrastructure Intelligence and Resilience, (100066). 

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• Mondal, T.G., Zhou, J., Fu, Y.*, Mao, J. (2023) "A hybrid deep neural network compression approach enabling edge intelligence for data anomaly detection in smart structural health monitoring systems",  Smart Structures and Systems, 32(3):179. 

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• Zheng, Y., Zhang W.*, Zhang C., Fu, Y., Shi, J., Du, X. (2023) "Quasi-static cyclic loading experiment and analysis of mechanical properties of the Sc-FS",  Soil Dynamics and Earthquake Engineering, 174, 108146. 

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• Ni, Y., Mao, J., Wang, H.*, Fu, Y., Zhuo, X. (2023) "Corroded and loosened bolt detection of steel bolted joint based on improved you only look once network and line segment detector",  Smart Structures and Systems, 32(1), 23-25. 

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• Laflamme, S., Ubertini, F., Di Matteo, A., Pirrotta, A., Perry, M., Fu, Y., ... & Milillo, P. (2023). "Roadmap on measurement technologies for next generation structural health monitoring systems", Measurement Science and Technology.
   

• Ni, Y., Mao, J., Fu, Y., Wang, H.*, Zong, H., Luo, K. (2023) "Damage Detection and Localization of Bridge Deck Pavement Based on Deep Learning",  Sensors, 23(11), 5138. 
   

• Fu, Y., Zhu, Y.*, Hoang, T., Mechitov, K., Spencer, B. F. (2022). "xImpact: Intelligent Wireless System for Cost-Effective Rapid Condition Assessment of Bridges under Impacts", Sensors, 22(15), 5701.

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• Chou, J.Y. Fu, Y., Huang, S.K.*, Chang, C.M. (2022) “SHM Data Anomaly Classification Using Machine Learning Strategies: A Comparative Study”, Smart Structures and Systems, 29(1), 77-91.

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• Fu, Y.*, Hoang, T., Mechitov, K., Spencer Jr, B.F. (2021). “xShake: Intelligent Wireless System for Cost-effective Real-time Seismic Monitoring”, Smart Structures and Systems, 28(4), 483-497.​

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• Fu, Y., Mechitov, K., Hoang, T., Kim, J.R., Memon, S.A., Spencer Jr, B.F.* (2020). “Efficient and High-precision Time Synchronization for Sudden Event Monitoring using Wireless Smart Sensors”, Structural Control and Health Monitoring, e 2643.

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• Hoang, T., Fu, Y., Mechitov, K., Gomez, F., Spencer Jr, B.F.* (2020) “Autonomous End-to-end Wireless Monitoring System for Railroad Bridges”, Advances in Bridge Engineering, 1(1), 1-27.

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• Maghareh, A.*, Fu, Y., Montoya H., Wang, Z., Dyke, S. (2020). “A Reflective Framework for Performance Management of Real-time Hybrid Simulation”, Frontiers in Built Environment, 6, 159.

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• Veluthedath, S.A., Chow, R., Mechitov, K., Fu, Y., Hoang, T., Spencer, B.F.* (2020). “Development of synchronized high-sensitivity Wireless accelerometer for structural health monitoring”. Sensors, 20(15), 4169.

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• Fu, Y., Peng, C., Gomez, F., Narazaki, Y., Spencer Jr, B.F.* (2019). “Sensor Fault Management Techniques for Wireless Smart Sensor Networks in Structural Health Monitoring”, Structural Control and Health Monitoring, 26(7), e2362.

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• Fu, Y., Mechitov, K., Hoang, T., Kim, J.R., Lee, D., Spencer Jr, B.F.* (2019). “Development and Full-scale Validation of High-fidelity Data Acquisition on a Next-generation Wireless Smart Sensor Platform”, Advances in Structural Engineering, 22(16), 3512-3533.

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• Mao, J.X., Wang, H.*, Fu, Y., Spencer Jr, B.F. (2019). “Automated modal identification using principal component and cluster analysis: Application to a long-span cable-stayed bridge”. Structural Control and Health Monitoring, 26(10), e2430.

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• Fu, Y.*, Hoang, T., Mechitov, K., Spencer Jr, B.F., Kim, J. (2018). “Sudden Event Monitoring of Civil Infrastructure using Demand-based Wireless Smart Sensors”, Sensors, 18(12), 4480.

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• Zhu, L., Fu, Y., Chow, R., Spencer Jr, B.F.*, Park, J.W., Mechitov, K. (2018). “Development of a High- Sensitivity Wireless Accelerometer for Structural Health Monitoring.” Sensors, 18(1), 262.

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• Fu, Y., Tong, L.*, He, L., Zhao, X.L. (2016). “Experimental and Numerical Investigation on Behavior of CFRP-Strengthened Circular Hollow Section Gap K-Joints.” Thin-Walled Structures, 102, 80-97.

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• Fu, Y., Tong, L.*, Liu, B. (2016). “Research on Detection of Fatigue Crack Propagation of Steel Structures Based on Beach Marking Technique.” Engineering Mechanics, 33(8), 93-100.

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• Tong, L., Fu, Y., Liu, Y., Zhao, X.L.* (2014). “Stress Concentration Factors of Diamond Bird-beak SHS T-joints under Brace Loading.” Thin-Walled Structures, 74, 201-212.

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• Huang, S.*, Fu, Y. (2014). “Study of Seismic Characteristic of Chuan-Dou Style (or Column and Tie Joint) Wood Frame House.” Structural Engineers, 30(1), 107-112.

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• Fu, Y.*, Wang, M., Ge, H., Li, L. (2012). “Experimental Study of Mechanical Properties of Bamboo’s Joints under Tension and Compression Load.” Advanced Materials Research, 450-451, 749-755.