高宇擎
博士、副教授、博士生导师
联系地址:上海市四平路1239号同济大学土木楼B512
邮政编码:200092
电子邮件:yuqing27@tongji.edu.cn 或 gaoyuqing@berkeley.edu
2016.08 - 2020.05 University of California Berkeley,Civil and Environmental Engineering,博士,导师:Khalid M. Mosalam
2016.08 - 2020.05 University of California Berkeley,Computer Science (计算机科学),博士辅修,导师:John F. Canny
2016.08 - 2020.05 University of California Berkeley,Statistics (统计学),博士辅修,导师:Aditya Guntuboyina
2015.08 - 2016.05 University of California Berkeley,Civil and Environmental Engineering,硕士,导师:Khalid M. Mosalam
2014.09 - 2015.05 上海交通大学,计算机科学与人工智能,委培
2010.09 - 2014.06 同济大学,建筑工程系,学士, 导师:陈以一
2024.01 - 至今 同济大学,结构防灾减灾工程系,副教授
2023.11 - 2023.12 同济大学,结构防灾减灾工程系,特聘研究员
2020.06 - 2023.10 University of California Berkeley,Civil and Environmental Engineering,Postdoctoral Researcher,导师:Khalid M. Mosalam
基于人工智能的结构健康监测
生成式人工智能与结构设计
基于多模态大语言模型的结构智能防灾
基于强化学习的数字孪生与模型更新
计算机视觉与深度学习
入选国家级海外高层次青年人才计划
入选上海市海外高层次人才计划
《Computer-Aided in Civil and Infrastructure Engineering》期刊2021年度最佳论文奖
《Engineering Structures》期刊2022年度最佳论文奖第二名
复杂幕墙系统数物模型重构与韧性评估,2022-至今,同济大学高峰学科重点项目
极端事件下的桥梁快速评估系统,2020-2023,太平洋地震工程研究中心
自动化韧性建筑工地监测系统,2020-2023,清华-伯克利深圳研究院
基于数据驱动的结构健康监测,2017-2020,清华-伯克利深圳研究院
Mosalam, K. M., Gao, Y. (2024). Artificial Intelligence in Vision-Based Structural Health Monitoring. Springer.
Gao, Y., & Mosalam, K. M. (2018). Deep transfer learning for image‐based structural damage recognition. Computer‐Aided Civil and Infrastructure Engineering, 33(9), 748-768.
Gao, Y., Kong, B., & Mosalam, K. M. (2019). Deep leaf‐bootstrapping generative adversarial network for structural image data augmentation. Computer‐Aided Civil and Infrastructure Engineering, 34(9), 755-773.
Gao, Y., & Mosalam, K. M. (2020). PEER Hub ImageNet: A large-scale multiattribute benchmark data set of structural images. Journal of Structural Engineering, 146(10), 04020198.
Gao, Y., Mosalam, K. M., Chen, Y., Wang, W., & Chen, Y. (2021). Auto-regressive integrated moving-average machine learning for damage identification of steel frames. Applied Sciences, 11(13), 6084.
Gao, Y., Zhai, P., & Mosalam, K. M. (2021). Balanced semisupervised generative adversarial network for damage assessment from low‐data imbalanced‐class regime. Computer‐Aided Civil and Infrastructure Engineering, 36(9), 1094-1113.
Gao, Y., & Mosalam, K. M. (2022). Deep learning visual interpretation of structural damage images. Journal of Building Engineering, 60, 105144.
Wang, Z., Zhang, Y., Mosalam, K. M., Gao, Y., & Huang, S. L. (2022). Deep semantic segmentation for visual understanding on construction sites. Computer‐Aided Civil and Infrastructure Engineering, 37(2), 145-162.
Gao, Y., Yang, J., Qian, H., & Mosalam, K. M. (2023). Multiattribute multitask transformer framework for vision‐based structural health monitoring. Computer‐Aided Civil and Infrastructure Engineering, 38(17), 2358-2377.
Mosalam, K., Muin, S., & Gao, Y. (2019). NEW DIRECTIONS IN STRUCTURAL HEALTH MONITORING. NED University Journal of Research.
Yang, X., Gao, Y., Fang, C., Zheng, Y., & Wang, W. (2022). Deep learning‐based bolt loosening detection for wind turbine towers. Structural Control and Health Monitoring, 29(6), e2943.
Zheng, Y., Gao, Y., Lu, S., & Mosalam, K. M. (2022). Multistage semisupervised active learning framework for crack identification, segmentation, and measurement of bridges. Computer‐Aided Civil and Infrastructure Engineering, 37(9), 1089-1108.
Fan, Y., Lu, W., Yuan, M., & Gao, Y. (2023). A Modified Full-Scale Experimental Method on the Seismic Performance of Complex Façade System. Journal of Earthquake Engineering, 1-21.
Fang, C., Ping, Y., Gao, Y., Zheng, Y., & Chen, Y. (2022). Machine learning-aided multi-objective optimization of structures with hybrid braces–Framework and case study. Engineering Structures, 269, 114808.
Gu, Z., Lu, W., & Gao, Y. (2022). Asymmetrical friction damper to improve seismic behavior of tension-only braces: An experimental and analytical study. Engineering Structures, 256, 114029.
Gu, Z., Lu, W., Fan, Y., & Gao, Y. (2023). An uncoupled damping system for tension-only braced structures: experimental and numerical analysis. Engineering Structures, 281, 115777.
Gu, Z., Lu, W., Fan, Y., & Gao, Y. (2023). Automated simplified structural modeling method for megatall buildings based on genetic algorithm. Journal of Building Engineering, 77, 107485.
担任10余本SCI期刊审稿人,如Computer-Aided in Civil and Infrastructure Engineering,Automation in Construction与Earthquake Engineering and Structural Dynamics等