1.桥梁结构智慧监测与检测；

2.计算机视觉为主的多源异构数据融合；

3.物理信息神经网络

代表性学术论文：

[1]    T Wu, WZ Zhu, L Tang, L. Lang, J. Xu, Q. Yuan, ZX Zhou. Accurate structural displacement reconstruction from acceleration and computer vision measurements using physics-informed neural networks [J]. Mechanical Systems and Signal Processing, 2025,235: 112961. (中科院一区top, IF=7.9)

[2]    T Wu,  L Tang, FL Zhou, YD Zhang, ZX Zhou. Damage detection based on accelerometers and computer vision measurements of moving load-induced structural responses [J]. Mechanical Systems and Signal Processing, 2024,211:111246. (中科院一区top, IF=7.9)

[3]    T Wu, L Tang, S Shao, XY Zhang, YJ Liu, ZX Zhou, XL Qi. Accurate structural displacement monitoring by data fusion of a consumer-grade camera and accelerometers [J]. Engineering Structures, 2022, 262:114303. (中科院一区top, IF=5.6)

[4]    T Wu, L Tang, XY Zhang, YJ Liu, XY Li, ZX Zhou. An Improved Structural Displacement Monitoring Approach by Acceleration-Aided Tilt Camera Measurement [J]. Structural Control and Health Monitoring, 2023: 6247516. (中科院二区, IF=4.6)

[5]    T Wu, L Tang, P Du, N Liu, ZX Zhou, XL Qi. Non-contact measurement method of beam vibration with laser stripe tracking based on tilt photography [J]. Measurement, 2022, 187:110314. (中科院二区, IF=5.2)

[6]    T Wu, L Tang, XY Li, XY Zhang, YJ Liu, ZX Zhou. Sparse accelerometer-aided computer vision technology for the accurate full-field displacement estimation of beam-type bridge structures [J]. Measurement, 2023, 212:112532. (中科院二区, IF=5.2)

[7]    T Wu, L Tang, S Shao, XY Zhang, YJ Liu, ZX Zhou. Cost-effective, vision-based multi-target tracking approach for structural health monitoring [J]. Measurement Science & Technology, 2021, 32(12): 110314. (中科院三区, IF=2.7)

[8]    吴桐, 唐亮, 周丰力, 等. 融合加速度与计算机视觉实测车致响应的梁桥损伤识别方法[J]. 中国公路学报, 2024, 37(2): 152-167. (EI)

[9]    吴桐,周志祥, 唐亮. 加速度与计算机视觉多尺度滤波融合的结构位移响应监测方法[J], 土木工程学报, 2025, 58(4):58-74. (EI)

[10]    吴桐,唐亮, 周志祥. 基于挠度曲率面积差的桥梁结构损伤识别方法[J]. 工程科学与技术, 2021, 53(6): 165-174. (EI)

[11]    吴桐, 唐亮, 周志祥. 基于曲率模态面积差方比的桥梁结构损伤识别[J]. 公路交通科技, 2021.11: 59-67 (CSCD)

[12]    唐亮, 吴桐*, 刘一军, 等. 融合加速度的桥梁位移响应倾斜摄影监测方法[J]. 仪器仪表学报, 2022, 43(10): 152-164.(EI)

[13]    唐亮, 吴桐*, 杜鹏, 等. 基于激光条带追踪的桥梁振动非接触测量方法[J]. 工程科学与技术,2022, 54(6): 135-145.(EI)

发明专利：

[1]基于激光条纹中心追踪的桥梁模态识别方法及其系统. 2022. ZL202011512922.2 排名第1

[2]桥面形态变化识别桥梁结构损伤的CNN-GRNN方法. 2023. ZL 201910456968.8排名第2

[3]基于图像检测的桥面荷载估算方法. 2021. ZL202110326195.9 排名第3

[4]基于机器学习的桥梁振动模态可视化损伤识别方法. 2019. ZL 201910456946.01 排名第4