与 ORCID 同步。完整记录：orcid.org/0000-0001-5916-8981
在审预印本#
Multi-View Mel-Filterbank Fusion for Robust Drive-By Population-Based Bridge Damage Detection
投稿至 Mechanical Systems and Signal Processing（SSRN 预印本，2026）
本文表明，将多个具有多样性的梅尔滤波器组通道融入同一个共享图自编码器，可消除过车群体损伤检测中的单通道偏差，并在数值仿真与在役桥梁实测中得到验证。
A Drive-By PBSHM Framework for Bridge Damage Detection Under Temperature Variability
投稿至 Engineering Structures（SSRN 预印本，2026）
本文提出了一种过车群体结构健康监测框架，在显式考虑温度引起结构响应变异性的同时实现桥梁损伤检测。
期刊论文#
Multibridge Inference Structural Health Monitoring (MISHM): A Drive-By Crowdsensing Approach at the Network Level
Structural Control and Health Monitoring, Vol. 2025, No. 1, Article ID 8624965, 2025
本文提出了一种利用群体感知技术和过车测量同时监测多座桥梁的新框架。
A computer vision-based method to identify the international roughness index of highway pavements
Journal of Infrastructure Intelligence and Resilience, Vol. 1, Issue 1, Article 100004, 2022
本研究提出了一种利用成像技术和人工神经网络评估路面粗糙度的新方法。
会议论文#
Unsupervised temperature-aware population-based SHM using drive-by crowdsensing
Moving Toward Smart, Resilient and Sustainable Bridges, Proceedings of the 13th International Conference on Bridge Maintenance, Safety and Management (IABMAS 2026), CRC Press, pp. 1017–1023, 2026
会议论文：提出一种无监督、温度自适应的群体结构健康监测框架，由群体级自编码器完成损伤检测，再由留一法子自编码器定位受损桥梁。
Multi-Bridge Indirect Structural Health Monitoring: Leveraging Big Data and Drive-By Crowdsensing Techniques
Structural Health Monitoring & Machine Learning, Vol. 12, Proceedings of the 43rd IMAC, A Conference and Exposition on Structural Dynamics 2025
会议论文，讨论利用大数据与过车群体感知技术的多桥间接结构健康监测。
Bridge Damage Detection Using Passing-By Vehicles and CNN-LSTM Autoencoder
Proceedings of the Canadian Society for Civil Engineering Annual Conference 2023, Lecture Notes in Civil Engineering, Vol. 507, pp. 327–335, 2024
本文提出一种基于过车响应的 CNN-LSTM 自编码器桥梁损伤检测方法。
Deep learning-based crack detection in a concrete tunnel structure using multispectral dynamic imaging
Proc. SPIE 11382, Smart Structures and NDE for Industry 4.0, Smart Cities, and Energy Systems, 2020
应用深度学习技术和先进成像方法对混凝土隧道结构进行自动裂缝检测。
Heat loss detection using thermal imaging by a small UAV prototype
Proc. SPIE 11382, Smart Structures and NDE for Industry 4.0, Smart Cities, and Energy Systems, 2020
研究使用无人驾驶飞行器进行热成像应用，用于建筑能效评估。