ABOUT ME¶

SHUAIWEN CUI¶

“From the One, To the One”

📜 Check and Download My CV - English (2026)

📜 Check and Download My CV - Chinese (2026)

🏷️ KEYWORDS¶

Ubiquitous Computing and Intelligence | AIoT | Structural Health Monitoring | AI Agents

🚀 SPECIALTIES¶

Embedded System Hardware and Software Development ｜ Edge Computing and Intelligence ｜ Signal Processing ｜ Internet of Things ｜ Digital Twin ｜ Artificial Intelligence ｜ System Identification | Structural Health Monitoring

🎓 EDUCATION¶

🧰 EXPERIENCE¶

👨‍🏫 TEACHING¶

CV1711 Engineering Drawing (CAD) and Building Information Modeling (BIM) AY2025/2026

🔬 RESEARCHES¶

Infrastructure and Algorithms Research and Development for Efficient Computation & Intelligence at the Edge (Structural Health Monitoring as the application)

(1) AIoT System Frontend Hardware & Software Development

• Embedded System Architecture Design

• Embedded Hardware Circuit Design

• Embedded Software Driver Development

• Real-Time Operating System FreeRTOS Application Development

(2) AIoT System Backend Cloud Service Development

• Cloud Architecture Design & Deployment

• Backend Database Design & Management

• MQTT Broker Development

• Web Services & API Development

(3) AIoT System End-to-End Intelligence Enabling Framework

• Platform Compatibility Layer Development

• Mathematical Operators Library Development

• Signal Processing Library Development

• Machine Learning Library Development

• Domain-specific Modules Development for Structural Health Monitoring

📜 PUBLICATIONS¶

IoT-based Structural Health Monitoring

• Cui, S., Fu, Y.*, Xia, Y., Zhang Q., & Li, S. (2026). A Class-Lab-Field Pedagogical Framework for Structural Health Monitoring using Ultra-Low-Cost Wireless IoT Prototypes. IEEE Transactions on Education. (Under Review)

• Cui, S., Fu, Y.*, Fu, H., & Shen, W. (2026). Edge-to-Cloud Computing and Intelligence for IoT-based Structural Health Monitoring: A Comprehensive Review. Advanced Engineering Informatics, 71, 104300. https://doi.org/10.1016/j.aei.2025.104300

• Cui, S., Fu, Y.*, Fu, H., Yu, X., & Shen, W. (2025). Smart Adaptive Trigger Sensing Powered by Edge Intelligence and Digital Twin for Energy-Efficient Wireless Structural Health Monitoring. Mechanical Systems and Signal Processing, Volume 241, 2025, 113537. https://doi.org/10.1016/j.ymssp.2025.113537

• Cui, S., Yu, X., & Fu, Y.* (2025). Smart adaptive triggering strategy for edge intelligence enabled energy-efficient sensing. In Proceedings of the 13^th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII-13), pp. 609–616. Graz, Austria: Verlag der TU Graz. https://doi.org/10.3217/978-3-99161-057-1-094 (🏆 Best Conference Paper Award 1^st/202)

• Cui, S., Hoang, T., Mechitov, K., Fu, Y.*, & Spencer Jr, B. F. (2025). Adaptive edge intelligence for rapid structural condition assessment using a wireless smart sensor network. Engineering Structures, 326, 119520. https://doi.org/10.1016/j.engstruct.2024.119520

• Yu, X., Fu, Y., Yu, X., & Cui, S. (2026). Deep Learning-Enabled Data Synchronization for Non-Integer Time Lags in Wireless Structural Health Monitoring. IEEE Internet of Things Journal, 1–1. https://doi.org/10.1109/JIOT.2026.3664904

• Yu, X., Zhao, Y., Cui, S., He, X., Fu, Y., & Yang, Q. (2025). Efficient edge intelligence for onboard data anomaly classification in wireless structural health monitoring using knowledge distillation on low-cost IoT nodes. Structural Health Monitoring. 2025;0(0). https://doi.org/10.1177/14759217251349533

• Yu, X., Cui, S., Fu, Y.*, & Zhang, Q. (2026). Decentralized system-centric sensor fault diagnosis and recovery using edge computing for wireless structural health monitoring systems. Measurement, Volume 261, 2026, 119994. https://doi.org/10.1016/j.measurement.2025.119994

• Fu, H., Deng, L., Tang, B., Cui, S., & Fu, Y. (2025). Ultra-low memory spatiotemporal decomposition recurrent neural networks for edge structural fault monitoring. Applied Soft Computing, Volume 184, Part B, 2025, 113777. https://doi.org/10.1016/j.asoc.2025.113777

• Fu, H., Deng, L., Tang, B., Cui, S., & Fu, Y. (2025). Neural networks micro memory control strategy for mechanical faults edge recognition. IEEE Transactions on Industrial Informatics, 21(7), 5069–5080, July 2025. https://doi.org/10.1109/TII.2025.3545091

Geotechnic Engineering

• Xu, J., Cui, S.*, Cai, W., Zhang, J., Zhu, M., & Cai, E. (2026). Stratigraphic Modelling and Probabilistic Parameter Estimation from Sparse Borehole Data via Bayesian Inference and LightGBM. Georisk. (Under Review)

• Cui, S., Tan, Y.*, & Lu, Y. (2020). Algorithm for generation of 3D polyhedrons for simulation of rock particles by DEM and its application to tunneling in boulder-soil matrix. Tunnelling and Underground Space Technology, 106, 103588. https://doi.org/10.1016/j.tust.2020.103588

• Song, X., Cui, S., Tan, Y., & Zhang, Y. (2022). Influence of water pressure on deep subsea tunnel buried within sandy seabed. Marine Georesources & Geotechnology, 40(8), 967–982. https://doi.org/10.1080/1064119X.2021.1961954

✍ REVIEWER¶

• Mechanical Systems and Signal Processing
• Nature Scientific Reports
• Urban Informatics

📄 PATENT¶

• Adaptive Triggering Mechanism for Time-Series Data Sensing on Edge Devices, Singapore provisional patent application number 10202502426R, 2025.
• An Adaptive Self-Diagnosis Mechanism For System-Centric Sensor Faults In Wireless IoT-Based Structural Health Monitoring Systems, Singapore provisional patent application number 10202500862P, 2025.

🏆 HONORS¶

• Best Conference Paper Award (1^st/202), 13^th International Conference on Structural Health Monitoring of Intelligent Infrastructure, Graz, Austria, September, 2025.
• First Place, 3-Minute Thesis Competition, School of Civil and Environmental Engineering, Nanyang Technological University, Singapore, March, 2025.
• Outstanding Graduate, Tongji University, Shanghai, China, June, 2021.

🔗 LINKS¶