张一鸣 - 东南大学 - 土木工程学院

个人简介

张一鸣，河南许昌人，中共党员，东南大学青年首席教授、博士生导师，入选国家高层次青年人才、欧盟玛丽居里学者、斯坦福全球Top 2%顶尖科学家。获澳大利亚莫纳什大学、东南大学双博士学位（师从王浩教授和柏宇教授），曾先后担任香港理工大学博士后研究员（合作导师为夏勇教授）、剑桥大学玛丽居里研究员 / St Edmund’s College 研究员 / Jesus College 本科生导师。兼任中国振动工程学会风致振动与控制专委会委员、中国土木工程学会太空工程分会理事，以及《 Journal of Zhejiang University-SCIENCE A 》、《东南大学学报（自然科学版、英文版）》、《交通运输工程学报》、《中南大学学报（自然科学版）》、《铁道科学与工程学报》等 SCI/EI 期刊编委 / 青年编委。主要从事结构健康监测、桥梁智能抗风防灾、贝叶斯概率机器学习及其土木工程应用（桥梁、隧道、道路）等研究，在本领域国内外权威期刊发表论文 40 余篇，其中以第一或通讯作者发表 JCR 一区 /ASCE/ 土木工程学报论文 20 篇（含 ESI 高被引 4 篇、关键科学文章 1 篇、期刊高被引论文 5 篇）；副主编专著 1 部（国家科学技术学术著作出版基金资助）、参编专著 1 部（国家出版基金资助）；主持国家自然科学基金优秀青年基金（海外）、欧盟地平线项目、国家重点研发计划子课题、 ASCE青年会员全球活动基金、剑桥大学 Trimble Fund 、香港理工大学博士后基金等；成果入选江苏省行业领域十大科技进展、江苏省自然科学百篇优秀学术成果论文等；获日内瓦国际发明展金奖、江苏省优博、中国公路学会优博、中国公路学会科学技术一等奖、江苏省工程师学会科学技术一等奖等奖励。

研究领域

结构健康监测桥梁智能抗风防灾概率机器学习计算机视觉物理驱动人工智能数字孪生理论与应用

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

1. Ruixuan Liao (24级春博), Yiming Zhang* , Hao Wang, et al. Multi-objective optimisation of surveillance camera placement for bridge–ship collision early-warning using an improved non-dominated sorting genetic algorithm[J]. Advanced Engineering Informatics, 2025, 69: 103918. (JCR Q1, IF: 9.9) 2. Ruixuan Liao (24级春博), Yiming Zhang* , Hao Wang, et al. An effective ship detection approach combining lightweight networks with supervised simulation-to-reality domain adaptation[J]. Computer-Aided Civil and Infrastructure Engineering, 2025, 13501. (JCR Q1, IF: 9.1) 3. Yiming Zhang , Alix Marie d’Avigneau, Georgios M Hadjidemetriou, et al. Bayesian dynamic modelling for probabilistic prediction of pavement condition [J]. Engineering Applications of Artificial Intelligence , 2024, 133: 108637 . (JCR Q1, IF: 8.0) 4. Yiming Zhang , Hao Wang, Yu Bai, et al. Bayesian dynamic regression for reconstructing missing data in structural health monitoring[J]. Structural Health Monitoring, 2022, 21(5): 147592172110537. (ESI 高被引 , JCR Q1, IF: 5.7) 5. Yiming Zhang , Hao Wang, Yu Bai, et al. Switching Bayesian dynamic linear model for condition assessment of bridge expansion joints using structural health monitoring data[J]. Mechanical Systems and Signal Processing, 2021, 160: 107879. (JCR Q1, IF: 8.9) 6. Yiming Zhang , Hao Wang, Huaping Wan, et al. Anomaly detection of structural health monitoring data using the maximum likelihood estimation-based Bayesian dynamic linear model[J]. Structural Health Monitoring, 2021, 20(6): 2936-2952. (JCR Q1, IF: 5.7) 7. Hao Wang, Yiming Zhang , Jianxiao Mao, et al. Modeling and forecasting of temperature-induced strain of a long-span bridge using an improved Bayesian dynamic linear model[J]. Engineering Structures, 2019, 192: 220-232. (JCR Q1, IF: 6.4) 8. Yiming Zhang , Hao Wang, Jianxiao Mao. A Bayesian neural network approach for probabilistic model updating using incomplete modal data[J]. Structural Control and Health Monitoring, 2022, 29: e3030. (JCR Q1, IF: 5.1) 9. Yiming Zhang , Hao Wang, Jianxiao Mao, et al. Monitoring-based assessment of the construction influence of Benoto pile on adjacent high-speed railway bridge: case study[J]. ASCE Journal of Performance of Constructed Facilities, 2019, 33(1): 4018106. 10. Xiangyu Chang, Hao Wang, Yiming Zhang* . Back analysis of rock mass parameters in tunnel engineering using machine learning techniques[J]. Computers and Geotechnics, 2023, 163: 105738. (JCR Q1, IF: 6.2) 11. Xiangyu Chang, Hao Wang, Yiming Zhang* , et al. Bayesian prediction of tunnel convergence combining empirical model and relevance vector machine[J]. Measurement, 2022, 188: 110621. (JCR Q1, IF: 5.6) 12. Yiming Zhang , Haoqing Li (24级秋博), Hao Wang. Data-driven wind-induced response prediction for slender civil infrastructure: progress, challenges and opportunities[J]. Structures , 2025, 74: 108650. (JCR Q1, IF: 4.3) 13. Yiming Zhang , Hao Wang, Jianxiao Mao, et al. Probabilistic framework with Bayesian optimization for predicting typhoon-induced dynamic responses of a long-span bridge[J]. ASCE Journal of Structural Engineering, 2021, 147(1): 04020297. (ESI 高被引 , ASCE Most Cited) 14. Yiming Zhang , Hao Wang. Multi-head attention-based probabilistic CNN-BiLSTM for day-ahead wind speed forecasting[J]. Energy, 2023, 278: 127865. ( ESI 高被引 , JCR Q1, IF: 9.4) 15. Yiming Zhang , Zifeng Huang, Yong Xia. An adaptive multi-taper spectral estimation for stationary processes[J]. Mechanical Systems and Signal Processing, 2023, 183: 109629. (JCR Q1, IF: 8.9) 16. Yiming Zhang , Zifeng Huang, Yong Xia. An improved multi-taper S-transform method to estimate evolutionary spectrum and time-varying coherence of nonstationary processes[J]. Mechanical Systems and Signal Processing, 2023, 198, 110386. (JCR Q1, IF: 8.9) 17. Hao Wang, Yiming Zhang*, Jianxiao Mao, et al. Sparse Gaussian process regression for multi-step ahead forecasting of wind gusts combining numerical weather predictions and on-site measurements [J]. Journal of Wind Engineering and Industrial Aerodynamics, 2022, 220: 104873. (ESI 高被引 , 国际风工程会刊 , JCR Q1, IF: 4.9) 18. Hao Wang, Yiming Zhang , Jianxiao Mao, et al. A probabilistic approach for short-term prediction of wind gust speed using ensemble learning[J]. Journal of Wind Engineering and Industrial Aerodynamics, 2020, 202: 104198. (Most Cited, 国际风工程会刊 , JCR Q1, IF: 4.9) 19. 张一鸣 , 王浩 , 茅建校 . 基于稀疏高斯过程回归的强 / 台风作用下大跨度桥梁风振响应概率预测 [J]. 土木工程学报 , 2022, 55(10): 72-79.

学术兼职

中国振动工程学会风致振动与控制专委会委员；中国土木工程学会太空工程分会理事；剑桥大学 Jesus College 本科生导师 / 讲师；教育部学位中心学位论文评审专家；香港大学博士学位论文外审及答辩委员；国际会议 ANSCRiSST2025、 IWOBA 2025、 ICES 2024 分会主席；《 Journal of Visualized Experiments 》、《 Journal of Zhejiang University-SCIENCE A 》、《交通运输工程学报》、《东南大学学报（自然科学版、英文版）》、《中南大学学报（自然科学版）》、《铁道科学与工程学报》等 SCI/EI 期刊编委/青年编委； Mechanical Systems and Signal Processing, Structural Health Monitoring, Energy, Engineering Applications of Artificial Intelligence, Journal of Wind Engineering and Industrial Aerodynamics, Advanced Engineering Informatics, Soil Dynamics and Earthquake Engineering 等2 0 余本期刊审稿人。