近期论文
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1) Mu, H.-Q., & Yuen, K. V. (2020). 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, 6.1 (2019): 04019018.
2) Mu, H.-Q., Hu, Q., Guo, H.Z., Zhang, T.Y., Su, C. (2019) Uncertainty Quantification of Load Effects Under Stochastic Traffic Flows. International Journal of Structural Stability and Dynamics, 19 (1), 1940009.
3) Mu, H.-Q., Guo, H.Z., Zhang, T.Y., Su, C. (2019) A Parametric Study of Bridge Load Effect Under Stochastic Vehicular Load. International Journal of Lifecycle Performance Engineering (IJLCPE), 3 (1), 77-90.
4) Mu, H. Q., & Yuen, K. V. (2018). Modal Frequency-Environmental Condition Relation Development Using Long-Term Structural Health Monitoring Measurement: Uncertainty Quantification, Sparse Feature Selection and Multivariate Prediction. Measurement, 130, 384-397.
5) Mu, H.-Q., Zheng, Z. J., Wu, X. H., & Su, C. (2018). 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, 1461348418786520.
6) 黄非,陈红彦,李弘扬,慕何青(2018)“ 一带一路” 倡议背景下的粤港澳大湾区协同发展。华南理工大学学报(社会科学版),20 (1): 21-29。
7) Mu, H.-Q., Yuen, K.-V. (2017) Novel Sparse Bayesian Learning and its Application to Ground Motion Pattern Recognition. Journal of Computing in Civil Engineering (ASCE), 31 (5), 04017031.
8) Mu, H.-Q., Yuen, K.-V. and Ng IT. (2017) Prediction on Uniaxial Compressive Strength of Rock: Bayesian Inference and Outlier Analysis, 12th International Conference on Structural Safety and Reliability (ICOSSAR). Vienna, Austria.
9) Mu, H.-Q., Yuen, K.-V. (2016) Ground Motion Prediction Equation Development by Heterogeneous Bayesian Learning. Computer-Aided Civil and Infrastructure Engineering, 31(10), 761-776.
10) Mu, H.-Q., Beck, J. L. (2016) Real-time Model Uncertainty Quantification and Hyper-robust Structural Identification. 6th Asian-Pacific Symposium on Structural Reliability and its Applications (APSSRA6).
11) Mu, H.-Q., Kuok, S.-C. and Yuen, K.-V. (2016) Stable Robust Extended Kalman Filter. Journal of Aerospace Engineering (ASCE), (30)2, B4016010.
12) Mu, H.-Q., Yuen, K.-V. and Kuok, S.-C. (2016) Relevance Feature Selection of Modal Frequency-Ambient Condition Pattern Recognition in Structural Health Assessment for Reinforced Concrete Buildings. Advances in Mechanical Engineering, 8(8), 1687814016662228.
13) Mu, H.-Q., Yuen, K.-V. (2015) Novel Outlier-Resistant Extended Kalman Filter for Robust Online Structural Identification. Journal of Engineering Mechanics (ASCE) 01; 141(1).
14) Yuen, K.-V., Mu, H.-Q. (2015) Real-Time System Identification: Model Class Selection and Parametric Identification. Computer-Aided Civil and Infrastructure Engineering 30(10), 785-801. [Most Cited CACAIE Papers from 2015-2016 (CACAIE期刊2015-2016年被引次数最多的5篇文章榜单)]
15) Mu, H.-Q., Xu, R.-R. and Yuen, K.-V. (2014) Seismic Attenuation Relationship with Homogeneous and Heterogeneous Prediction-Error Variance Model. Earthquake Engineering and Engineering Vibration 13(1): 1-11.
16) Yuen, K.-V., Mu, H.-Q. (2012) A Novel Probabilistic Method for Robust Parametric Identification and Outlier Detection. Probabilistic Engineering Mechanics 30: 48-59. [Most Cited Probabilistic Engineering Mechanics Articles since 2011 (PEM期刊自2011年起引用次数最多文章榜单)]
17) Yuen, K.-V., Mu, H.-Q. (2011) Peak Ground Acceleration Estimation by Linear and Nonlinear Models with Reduced Order Monte Carlo Simulation. Computer-Aided Civil and Infrastructure Engineering 26(1): 30-47.
18) Yuen, K.-V., Mu, H.-Q. (2008) Chapter 5. On the Seismic Attenuation with Consideration of the Prediction Model Complexity Earthquake Engineering: New Research, Nova Science Publishers, New York. ISBN: 978-1-60456-736-6
会议文章、学术报告:(下划线为本科生或研究生)
1) 慕何青, 梁新雄, 基于计算机视觉的车辆荷载建模, 第八届全国结构抗振控制与健康监测学术会议,合肥, 中国, 2019年11月22日- 2019年11月24日.
2) Mu, He-Qing; Lu Jianyuan; Liang Jing-Wei; Su Cheng; Seismic attenuation relation development of the Guangdong province based on Bayesian model class selection and parametric identification, Nat Cat Risks in the PRD Region – Guangzhou Workshop, Guangzhou, China, 2019-10-26.
3) 刘汉藤, 慕何青, 桥梁车辆荷载效应极值外推研究, 第十届(2019)海峡两岸高校师生土木工程监测与控制研讨会,武汉, 中国, 2019年8月23日-2019年8月26日.
4) Wu, Stephen; Mu, He-Qing; Guo, Hou-Zuo; Efficient Bridge Lifetime Assessment by Traffic Load Model Updating and Subset Simulation, ASCE-EMI 2019, California Institute of Technology, Pasadena, US, 2019-06-21 To 2019-06-22.
5) 慕何青, 时变结构在非平稳噪声下的实时结构参数识别, 噪声参数识别与模型选择, 国家自然科学基金委“第一届土木工程青年论坛”学术交流研讨会, 长沙, 中国, 2018-11-09 To 2018-11-10.
6) Wu, Stephen; Mu, He-Qing; Guo, Hou-Zuo; Efficient Bridge Lifetime Assessment by Traffic Load Model Updating and Subset Simulation, Engineering Mechanics Institute International Conference 2018, Shanghai, China, 2018-11-02 To 2018-11-04.
7) 谭志健, 慕何青, 郭侯佐, 苏 成, 基于高斯过程回归的桥梁影响线拟合, 第十一届全国随机振动理论与应用学术会议暨第七届全国随机动力学学术会议, 宜昌, 中国, 2018.
8) Mu, He-Qing; Wu, Stephen; Guo, Hou-Zuo; Zhang, Tian-Yu; A model for bridge vehicular flow based on vehicular in-flow and load effect measurements, The 7th World Conference on Structural Control and Monitoring (7WCSCM), Qingdao, China, 2018-07-22 To 2018-07-25.
9) Du, Wenqi; Walling M.Y.; Mu He-Qing; Pan T-C; Su Cheng; The Worst-Case Scenario-Based Seismic Hazard Maps in Guangdong Province, China, 6th International Symposium on Reliability Engineering and Risk Management (6ISRERM), Singapore, 2018-05-31 To 2018-06-01
10) 慕何青, 贝叶斯方法与不确定性量化, 国家自然科学基金委“第一届全国土木工程青年学者学术沙龙”, 上海, 中国, 2017-12-16.
11) Mu, He-Qing; Yuen, Ka-Veng, Structural Modal Frequency-Environmental Condition Relation Development by Bayesian Learning Approach, The 8th International Conference on Structural Health Monitoring of Intelligent Infrastructure, Australia, 2017-12-05 To 2017-12-08.
12) Zheng, Z. J.; Mu, He-Qing; Su, C., Modelling on strong ground motions considering nonstationarity, EASEC 2017-15th East Asia-Pacific Conference on Structural Engineering & Construction, China, 2017-11-11 To 2017-11-13.
13) Wu, X. H.; Mu, He-Qing; Su, C. Su, Modal parameters-environmental effects relationship development for the Xinguang bridge, EASEC 2017-15th East Asia-Pacific Conference on Structural Engineering & Construction, China, 2017-10-11 To 2017-10-13.
14) Mu, He-Qing, Selection of ground motion prediction equation by Bayesian learning approach, 15th International Symposium on Geo-Disaster Reduction-, Japan, 2017-08-25 To 2017-08-30.
15) Mu, He-Qing; Yuen, Ka-Veng; Ng, I. T., Prediction on Uniaxial Compressive Strength of Rock: Bayesian Inference and Outlier Analysis, 12th International Conference on Structural Safety and Reliability (ICOSSAR), Austria, 2017-08-02 To 2017-08-06.
16) Mu, He-Qing; Yuen, Ka-Veng; Kuok, Sin-Chi, Modal frequency-ambient condition pattern recognition by a novel machine learning algorithm, 24th Australasian Conference on the Mechanics of Structures and Materials, ACMSM 2016, 2016-12-06 To 2016-12-09.
17) He-Qing Mu; Wei Liao; Longbi Li; Cheng Su, Probability DistributionModel Selection of Load Effects of Bridges Using Weight-In-Motion Data:Bayesian Approach., International Symposium on Sustainability and Resiliency of Infrastructure 2016, Taiwan, 2016.
18) He-Qing Mu; J L Beck, Real-time Model Uncertainty Quantification and Hyper-Robust Structural Identification, 6th Asian-Pacific Symposium on Structural Reliability and its Applications, China, 2016.
19) 慕何青, 贝叶斯机器学习算法与其在模态频率-环境因素映射分析中的应用, 第六届全国结构抗振控制与健康监测学术会议,沈阳,中国, 2016.
20) 慕何青, 实时土木结构识别, 第十一届全国振动理论及应用学术会议,北京,中国, 2015.
21) Ka-Veng Yuen; He-Qing Mu, A Novel Online Algorithm for Simultaneous Data Cleansing and Robust Damage Detection, 5th Asia-Pacific Workshop on Structural Health Monitoring (5APWSHM), 2014-10-05 To 2014-10-11.
22) Ka-Veng Yuen; He-Qing Mu; Shi-Chi Kuok, Towards Robust Real-time System Identification, 2013/2014 Annual Symposium of HKIE Control, Automation and Instrumentation Division, 2014-05-05 To 2014-05-10.
23) Ka-Veng Yuen; He-Qing Mu, Outlier Detection Using the Outlier Probability for Robust Linear Regression, 59th World Statistics Congress, Hong Kong, China, 2013-08-10 To 2013-08-15.
24) Ka-Veng Yuen; He-Qing Mu, Outlier Analysis for Linear Regression and Online Structural Identification, 17th Annual Conference of HKSTAM 2013, Macau, China, 2013-06-01 To 2013-06-03.
25) He-Qing Mu; Ka-Veng Yuen, Outlier Problem and Robust Inference, 2nd Cross-Strait SDSV, Hong Kong and Macau, China, 2012-12-10 To 2012-12-15.
26) He-Qing Mu; Ka-Veng Yuen, Bayesian Model Selection for Peak Ground Acceleration Prediction, NCEFGS’2010, 2010-10-10 To 2010-10-15.
27) He-Qing Mu; Ka-Veng Yuen, Bayesian Analysis of Peak Ground Acceleration Attenuation Relationship, AIP Conference, 2010-02-01 To 2010-02-03.
28) He-Qing Mu; Ka-Veng Yuen, Bayesian Analysis of Peak Ground Acceleration Attenuation Relationship, ISCM II and EPMESC VII, 2009-12-10 To 2009-12-16.
29) Ka-Veng Yuen; He-Qing Mu, On The Boore-Joyner-Furnal Formula for Peak Ground Acceleration Attenuation with Data of China, APSSRA'08, 2008-02-27 To 2008-03-02.