Biography
Mu He-Qing's primary research areas include engineering inverse problems, structural health monitoring, Bayesian methods, and uncertainty quantification. His doctoral advisor is Prof. Ka-Veng Yuen, Distinguished Professor at the University of Macau. In 2010 and 2013, he conducted visiting research at the California Institute of Technology under the guidance of Professor James L. Beck, focusing on efficient Bayesian identification algorithms. In 2013, he conducted visiting research at the University of California, Berkeley, under the guidance of Professor Armen Der Kiureghian, where he engaged in research on uncertainty analysis of seismic hazard models. In 2014, he joined the School of Civil Engineering and Transportation at South China University of Technology as an assistant researcher and later as an associate professor, conducting research on structural health monitoring, uncertainty analysis, and related fields. His related research has been published in multiple journals, including ASCE Journal of Engineering Mechanics, ASCE Journal of Computing in Civil Engineering, ASCE Journal of Aerospace Engineering, Computer-Aided Civil and Infrastructure Engineering, and Probabilistic Engineering Mechanics. He has led research projects funded by the National Natural Science Foundation of China, the Guangdong Provincial Natural Science Foundation, and the Guangzhou Science and Technology Innovation Fund, among others. Currently, he serves as a corresponding member of the Technical Committee TC304 of the International Society for Soil Mechanics and Geotechnical Engineering. He is also a member of the Youth Working Committee for Structural Vibration Control and Health Monitoring and the Youth Working Committee for Random Vibration under the Chinese Society of Vibration Engineering. Additionally, he serves as a reviewer for multiple journals in the field.
Google scholar: scholar.google.com/citations?user=jgDtWugAAAAJ&hl=zh-TW
Education
Educational Background: University of California, Berkeley Visiting Researcher, Department of Civil and Environmental Engineering, 2013-2014 Research Area: Bayesian Inference in Earthquake Engineering Advisor: Prof. Armen Der Kiureghian California Institute of Technology, Caltech Visiting Researcher, Division of Engineering and Applied Science / Department of Mechanical and Civil Engineering, 2010, 2013 Research Area: Advanced Bayesian Learning Advisor: Prof. James L. Beck University of Macau Ph.D. & M.S. (Structural Engineering), Department of Civil and Environmental Engineering, 2008-2014 Thesis: Probabilistic Approach for Robust Parametric Identification, Outlier Detection and Real-Time Model Class Selection Advisor: Prof. Ka-Veng Yuen (Distinguished Professor, Ph.D. from Caltech)
University of Macau B.S., Department of Civil and Environmental Engineering, 2004-2008 Thesis: On the Seismic Attenuation Relationship in China Advisor: Prof. Ka-Veng Yuen Guangdong Experimental High School Junior & Senior, 1998-2004
Work Experience: South China University of Technology (SCUT) Assistant Researcher / Associate Professor, School of Civil Engineering and Transportation, 2014-Present Researcher, Engineering Structure Life-Cycle Monitoring and Management Sub-laboratory, State Key Laboratory of Subtropical Building and Urban Science, 2016-Present Researcher, Guangdong Provincial Key Laboratory of Modern Civil Engineering Technology, 2021-Present
University of Macau Research Assistant, 2006-2014 Teaching Assistant, 2010-2014
Research Areas
Research Interests Theoretical Focus: Bayesian Methods, Uncertainty Quantification, Structural Reliability Application Focus: Disaster Prevention and Mitigation, Structural Health Monitoring, Life-Cycle Management and Control
Other Homepages: Researchgate Profile: www.researchgate.net/profile/He-Qing_Mu Google Scholar Profile: scholar.google.com/citations?user=jgDtWugAAAAJ&hl=zh-TW
Courses Taught
Teaching Structural Mechanics (for the Civil Engineering English-Medium Honors Program) (2015 - Present) Structural Mechanics (Chinese-Medium Class) (2016 - Present) Supervisor for Undergraduate Student Research Projects (SRP) (resulting in SCI publications) (2017 - Present) Supervisor for Undergraduate Graduation Theses (resulting in SCI publications) (2019 - Present) Undergraduate Graduation Internship (Class 1, 2016 Intake, Building Engineering) (2020, 2-week module) Academic Advisor, Civil Engineering English-Medium Honors Program, Class of 2021 (2022 - Present) Theoretical Mechanics I (2025 - Present) Fundamentals of Structural Analysis and Programming (2025 - Present) Internet of Things and Data Science for Structural Health Monitoring (2026 - Present)
Selected Publications
- Guo H. Z., Yuen K, Mu H. Q.,Bayesian online joint identification on axle positions, axle loads and bridge structural parameters using evolving virtual axle configurations without axle detector.,Structural Control and Health Monitoring,2026
- Zhao, Z. T., Yuen, K. V., & Mu, H. Q.,A Copula-based Probabilistic Unsupervised Outlier Detector for Non-Gaussian Data,Applied Mathematical Modelling,2025
- ,Bayesian Vehicle Load Estimation, Vehicle Position Tracking, and Structural Identification for Bridges with Strain Measurement.,Structural Control and Health Monitoring,2023
- ,Probability Density Function Modelling and Credible Region Construction for Multivariate, Asymmetric, and Multimodal Distributions,Structural Safety,2023
- ,Analysis of Structural Health Monitoring Data with Correlated Measurement Error by Bayesian System Identification: Theory and Application,Sensors,2022
- Guo H. Z.,Bayesian online joint identification on axle positions, axle loads and bridge structural parameters using evolving virtual axle configurations without axle detector,Structural Control and Health Monitoring
- 慕何青,基于降维-实时-贝叶斯方法的大件车过桥期间桥梁损伤与全状态反演,工程力学
Patent
- 慕何青;苏成;邵威;梁新雄;周奕君,基于增强纯计算机视觉的桥梁车辆荷载不确定性量化方法,2022115506843
- 慕何青;梁新雄;陈源培;张赫;罗培生;吴会丰,一种基于计算机视觉图像识别的轮胎荷载获取方法,2022116199876
- 慕何青;苏成;邵威;梁新雄;周奕君,基于增强纯计算机视觉的桥梁车辆荷载不确定性量化方法,2022115506843
- 慕何青;梁新雄;陈源培;张赫;罗培生;吴会丰,一种基于计算机视觉图像识别的轮胎荷载获取方法,2022116199876
- 张鹤;慕何青;田春艳;张赫;杨越东;刘鑫;郭晗;杨太涯;王蕊,一种大件运输桥梁安全评估方法及装置,2023111793576
|