慕何青

慕何青，男，華南理工大學土木與交通學院副教授、碩士生導師。

基本介紹

• 中文名：慕何青
• 畢業院校：澳門大學
• 學位/學歷：博士
• 職業：教師
• 專業方向：結構健康監測、結構可靠度、地震工程
• 任職院校：華南理工大學

人物經歷

學習經歷

加州大學伯克利分校 (University of California, Berkeley)

土木與環境工程系，訪問研究員，2013-2014

研究方向: Bayesian Inference in Earthquake Engineering

導師: Prof. Armen Der Kiureghian (美國工程院院士, Taisei Chair Professor)

加州理工學院 (California Institute of Technology, Caltech)

套用力學與土木工程系，訪問研究員，2010, 2013

研究方向: Advanced Bayesian Learning

導師: Prof. James L Beck (Housner Chair Professor)

澳門大學 (University of Macau)

土木與環境工程系（結構方向），碩士、博士，2008-2014

畢業論文: Probabilistic Approach for Robust Parametric Identification, Outlier Detection and Real-Time Model Class Selection

導師: Prof. Ka Veng Yuen阮家榮教授 (加州理工學院(Caltech)博士，澳門大學講座教授)

澳門大學 (University of Macau)

土木與環境工程系，本科 (入學獎學金)，2004-2008

畢業論文: On the Seismic Attenuation Relationship in China

導師: Prof. Ka Veng Yuen阮家榮教授

廣東實驗中學，國中、高中，1998-2004

工作經歷

華南理工大學，亞熱帶建築科學國家重點實驗室，工程結構全壽命監控與管理子實驗室，固定研究人員(2016-)

華南理工大學，土木與交通學院，助理研究員、副教授 (2014-)

University of Macau,Research Assistant (2006-2014)

University of Macau,Teaching Assistant (2010-2014)

社會任職

委員

（1）國際土力學和岩土工程學會，工程風險評估與管理技術TC304專業技術委員會，通訊委員

(Corresponding member of Engineering Practice of Risk Assessment and Management, International Society of Soil Mechanics and Geotechnical Engineering, ISSMGE)

（2）中國振動工程學會，結構抗振控制與健康監測青年工作委員會，委員

(Member of Youth Committee of Structural Control & Health Monitoring, Chinese Society for Vibration Engineering)

（3）中國振動工程學會，隨機振動青年工作委員會，委員

(Member of Youth Committee of Random Vibration, Chinese Society for Vibration Engineering)

（4）中國土木工程學會工程風險與保險研究分會，青年論壇委員

學術會議分會場組織者：

（1）ISRERM，新加坡，2018

(ISSMGE TC 304 special session “Geotechnical databases and data analysis”)

期刊審稿人：

Computer Methods in Applied Mechanics and Engineering (Elsevier)

Reliability Engineering and System Safety (Elsevier)

Mechanical System and Signal Processing (Elsevier)

ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering (ASCE)

Measurement (Elsevier)

Structural Engineering and Mechanics (Techno)

Structural Monitoring and Maintenance (Techno)

Advances in Structural Engineering (Sage)

Advances in Mechanical Engineering (Sage)

Journal of Low Frequency Noise, Vibration & Active Control (Sage)

International Journal of Structural Engineering

International Journal of Lifecycle Performance Engineering

Informatica

International Journal of Computing Science and Mathematics

International Journal for Uncertainty Quantification

教育教學

本科生畢業論文導師（2019-）

本科生研究項目SRP導師（相關成果發表SCI論文）（2017-）

結構力學中文班（2016-）

結構力學全英課（土木工程卓越全英班）（2015-）

研究方向

貝葉斯方法、機器學習、卡爾曼濾波器、離異點（異常數據）分析

結構健康監測、結構可靠度、地震工程

學術成果

科研項目

國家自然科學基金（青年基金），時變結構在非平穩噪聲下的實時結構參數識別，負責人

中國地震局地震工程與工程振動重點實驗室重點專項-協作項目，基於貝葉斯理論的高層結構抗震評估方法研究，負責人

廣州市珠江科技新星，多源不確定性下的結構健康監測：理論架構與計算策略，負責人

廣東省自然科學基金，大型結構健康監測：耦合不確定性量化與配套GPU加速計算策略，負責人

廣州市科學研究計畫（重點項目：200萬），面向區域級結構健康監測與安全評估的CLOUD-BIM決策支持平台關鍵技術研究，負責人（排名第二）

亞熱帶建築科學國家重點實驗室開放課題，基於貝葉斯理論的多結構模型魯棒損傷識別，負責人

中國博士後科學基金，基於降維貝葉斯理論的地震動衰減關係研究，負責人

中央高校基本科研業務費重點項目，車輛荷載時空分布識別與橋樑荷載效應不確定性量化研究，負責人

中央高校基本科研業務費面上項目，地表峰值加速度不確定性研究，負責人

UMAC MYRG, Development of Robust Earthquake Early Warning System, Co-PI

期刊論文

Computer-Aided Civil and Infrastructure Engineering (Wiley)：3篇

Journal of Engineering Mechanics (ASCE)

ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering (ASCE)

Journal of Computing in Civil Engineering (ASCE)

Probabilistic Engineering Mechanics (Elsevier)

Measurement (Elsevier)

Journal of Aerospace Engineering (ASCE)

International Journal of Structural Stability and Dynamics (World scientific)

Earthquake Engineering and Engineering Vibration (Springer)

Journal of Low Frequency Noise, Vibration & Active Control (Sage)

Advances in Mechanical Engineering (Sage)

International Journal of Lifecycle Performance Engineering (IJLCPE)

Earthquake Engineering: New Research. (Nova Science, New York)

學術論著

（下劃線為本科生或研究生）

Mu, H. Q., & Yuen, K. V. (2019). 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.

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.

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.

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.

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.

黃非，陳紅彥，李弘揚，慕何青（2018）“ 一帶一路” 倡議背景下的粵港澳大灣區協同發展。華南理工大學學報（社會科學版），20 (1): 21-29。

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.

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.

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.

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).

Mu, H.-Q., Kuok, S.-C. and Yuen, K.-V. (2016) Stable Robust Extended Kalman Filter. Journal of Aerospace Engineering (ASCE), (30)2, B4016010.

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.

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).

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年被引次數最多的5篇文章榜單)]

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.

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年起引用次數最多文章榜單)]

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.

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

獎勵榮譽

廣州市珠江科技新星（2018）

華南理工大學2017-2018學年度本科生先進班集體（2016級房建1班，班主任）（2018）