高宇擎
2023-10-03   浏览次数:3008

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

教育经历

  • 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

工作经历

  • 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

研究方向

  • 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

主要荣誉和奖励

  • 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

主要科研项目

  • 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

学术专著

  • Mosalam, K. M., Gao, Y. (2024). Artificial Intelligence in Vision-Based Structural Health Monitoring. Springer.

代表性研究成果

  • 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.

学术组织兼职

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

联系地址:上海市四平路1239号同济大学土木大楼B座  电话:021-65982666   传真:021-65982668  邮箱:ddms@tongji.edu.cn   邮编:200092

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