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, Hou-Zuo;Yuen, Ka-Veng;Mu, He-Qing,Real-time Bayesian axle load estimation and structural identification of railway bridges under train loads based on strain monitoring,Engineering Structures,2025
- Zhang, Feng-Liang;Li, Xiao;Kim, Chul-Woo;Mu, He-Qing,Multicase structural damage classification based on semisupervised generative adversarial network,Structural Health Monitoring,2025
- Zhao, Zi-Tong;Mu, He-Qing;Yuen, Ka-Veng,Probability density function modelling and credible region construction for multivariate, asymmetric, and multimodal distributions of geotechnical data,Structural Safety,2024
- Mu, He-Qing;Zhao, Zi-Tong;Yuen, Ka-Veng,Characterizing multivariate, asymmetric, and multimodal distributions of geotechnical data with dual-stage missing values: BASIC-H,Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards,2024
- Yuen, Ka-Veng;Zhao, Zi-Tong;Mu, He-Qing;Shao, Wei,Analytical Bayesian Copula-Based Uncertainty Quantification (A-BASIC-UQ) Using Data with Missing Values in Structural Health Monitoring,Structural Control & Health Monitoring,2024
- 慕何青;庞振浩;王浩;苏成,结构影响线识别：反问题可识别性分析与降维贝叶斯不确定性量化,工程力学,2023
- 慕何青;庞振浩;王浩;苏成,结构影响线识别：反问题可识别性分析与降维贝叶斯不确定性量化,工程力学,2023
- 慕何青,Bayesian Vehicle Load Estimation, Vehicle Position Tracking, and Structural Identification for Bridges with Strain Measurement.,Structural Control and Health Monitoring,2023
- 慕何青,Probability Density Function Modelling and Credible Region Construction for Multivariate, Asymmetric, and Multimodal Distributions,Structural Safety,2023
- Yuen, Ka-Veng*;Guo, Hou-Zuo;Mu, He-Qing,Bayesian Vehicle Load Estimation, Vehicle Position Tracking, and Structural Identification for Bridges with Strain Measurement,Structural Control and Health Monitoring,2023
- 慕何青;邵威;Stephen Wu,基于子集模拟法的桥梁车辆荷载效应高效外推,2023
- 慕何青,Analysis of Structural Health Monitoring Data with Correlated Measurement Error by Bayesian System Identification: Theory and Application,Sensors,2022
- Mu, He-Qing;Shen, Ji-Hui;Zhao, Zi-Tong;Liu, Han-Teng;Yuen, Ka-Veng,A novel generative approach for modal frequency probabilistic prediction under varying environmental condition using incomplete information,Engineering Structures,2022
- 慕何青;庞振浩;王浩;苏成,结构影响线识别：反问题可识别性分析与降维贝叶斯不确定性量化,工程力学,2022
- Mu He-Qing;Shen Ji-Hui;Zhao Zi-Tong;Liu Han-Teng;Yuen Ka-Veng,A novel generative approach for modal frequency probabilistic prediction under varying environmental condition using incomplete information,Engineering Structures,2022
- Qiu, Yuanhao;Xu, Dan;Sui, Guoqing;Wang, Dongdong;Wu, Ming;Han, Lipeng;Mu, Haibo;Duan, Jinyou,Gentamicin decorated phosphatidylcholine-chitosan nanoparticles against biofilms and intracellular bacteria,International Journal of Biological Macromolecules,2020
- Mu, He-Qing;Zheng, Zhen-Jie;Wu, Xiao-Huan;Su, Cheng*,Bayesian network-based modal frequency-multiple environmental factors pattern recognition for the Xinguang Bridge using long-term monitoring data,Journal of Low Frequency Noise Vibration and Active Control,2020
- Mu, He-Qing;Yuen, Ka-Veng,Bayesian Learning-Based Data Analysis of Uniaxial Compressive Strength of Rock: Relevance Feature Selection and Prediction Reliability Assessment,ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering,2020
- Mu, He-Qing;Liu, Han-Teng;Shen, Ji-Hui,Copula-Based Uncertainty Quantification (Copula-UQ) for Multi-Sensor Data in Structural Health Monitoring,Sensors (Switzerland),2020
- Mu HeQing;Liu HanTeng;Shen JiHui,Copula-Based Uncertainty Quantification (Copula-UQ) for Multi-Sensor Data in Structural Health Monitoring.,Sensors (Basel, Switzerland),2020
- He-Qing Mu;Zhen-Jie Zheng;Xiao-Huan Wu;Cheng Su,Bayesian network-based modal frequency–multiple environmental factors pattern recognition for the Xinguang Bridge using long-term monitoring data,Journal of Low Frequency Noise, Vibration and Active Control,2020
- Mu, He-Qing;Hu, Qin;Guo, Hou-Zuo;Zhang, Tian-Yu;Su, Cheng,Uncertainty Quantification of Load Effects under Stochastic Traffic Flows,International Journal of Structural Stability and Dynamics,2019
- He-Qing Mu;Hou-Zuo Guo;Tian-Yu Zhang;Cheng Su,A parametric study of bridge load effect under stochastic vehicular load,International journal of lifecycle performance engineering,2019
- 黄非;陈红彦;李弘扬;慕何青,“一带一路”倡议背景下的粤港澳大湾区协同发展——第一届粤港澳“一带一路”倡议论坛:强化大湾区优势互补(2017)会议综述,华南理工大学学报(社会科学版),2018
- Mu, He-Qing;Yuen, Ka-Veng,Modal frequency-environmental condition relation development using long-term structural health monitoring measurement: Uncertainty quantification, sparse feature selection and multivariate prediction,Measurement,2018
- Mu, He-Qing;Yuen, Ka-Veng;Kuok, Sin-Chi,Modal frequency-ambient condition pattern recognition by a novel machine learning algorithm,2017
- Mu, He-Qing;Kuok, Sin-Chi;Yuen, Ka-Veng,Stable Robust Extended Kalman Filter,Journal of Aerospace Engineering,2017
- Mu, He-Qing;Yuen, Ka-Veng,Novel Sparse Bayesian Learning and Its Application to Ground Motion Pattern Recognition,Journal of Computing in Civil Engineering,2017
- Mu, H.Q.;Yuen, K.V.,Structural modal frequency-environmental condition relation development by Bayesian learning approach,2017
- Zhen-Jie Zheng He-Qing MU Cheng Su,MODELLING ON STRONG GROUND MOTIONS CONSIDERING NONSTATIONARITY,2017
- Xiao-Huan Wu He-Qing Mu Cheng Su,MODAL PARAMETERS-ENVIRONMENTAL EFFECTS RELATIONSHIP DEVELOPMENT FOR THE XINGUANG BRIDGE,2017
- Yuen, Ka-Veng;Mu, He-Qing,Real-Time System Identification: An Algorithm for Simultaneous Model Class Selection and Parametric Identification (vol 30, pg 785, 2015),Computer-Aided Civil and Infrastructure Engineering,2016
- Mu, He-Qing;Yuen, Ka-Veng;Kuok, Sin-Chi,Relevance feature selection of modal frequency-ambient condition pattern recognition in structural health assessment for reinforced concrete buildings,Advances in Mechanical Engineering,2016
- Mu, He-Qing;Yuen, Ka-Veng,Ground Motion Prediction Equation Development by Heterogeneous Bayesian Learning,Computer-Aided Civil and Infrastructure Engineering,2016
- Yuen, Ka-Veng;Mu, He-Qing,Real-Time System Identification: An Algorithm for Simultaneous Model Class Selection and Parametric Identification,Computer-Aided Civil and Infrastructure Engineering,2015
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
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