Mehran Mazari

Mehran Mazari
工程、计算机科学与技术学院
Department of Civil Engineering
Office ETA-215
Phone
(323) 332-1823
Email
[email protected]
Website
http://mehranmazari.wixsite.com/sim-lab

INTRODUCTION

Mehran Mazari is an Associate Professor of Civil Engineering at California State University Los Angeles. 主要研究方向为基础设施材料, 可持续和弹性交通基础设施, and Applied Data Science and Machine Learning. 他积极参与了许多联邦和州资助的研究项目. Mehran is the editorial board member of the 科罗拉多州立大学可持续发展与气候变化杂志, handling editor of the Transportation Research Record (TRR) 运输研究委员会的副主编 International Journal of Pavement Engineering. 

Dr. Mazari是可持续基础设施材料研究实验室(SIM-Lab) at California State University Los Angeles. 

Mehran is a member of the Highway Pavement Committee, and the Sustainable Transportation Committee 美国土木工程师学会会员. 

Connect: LinkedIn, Google Scholar, Microsoft Academic, ResearchGate, Publons, ORCID

RESEARCH INTERESTS

  • 可持续和弹性交通基础设施
  • Infrastructure Materials and Pavements 
  • Applied Data Science and Machine Learning
  • Concrete 3D Printing
  • Automation and Robotics in Construction

TEACHING EXCELLENCE

    • Excellence in Civil Engineering Education (ExCEEd) Fellowship Award – American Society of Civil Engineers (ASCE)
    • 整个课程的可持续性-圣克拉拉大学(SCU)可持续发展中心
    • 与基威特建立更强的课程(BSCK)，基威特大学关系
    • Professor Training Fellowship – National Center for Asphalt Technology (NCAT) at Auburn University

    TEACHING INTERESTS

    • Civil Engineering Materials
    • Highway and Airfield Pavement Design
    • Transportation Engineering
    • Highway Engineering and Design
    • Communications for Civil Engineers

    HONORS AND AWARDS

    • 2018 - Best Paper Award, International Academy, Research, and Industry Association, 第三届国际信号进展会议, Image and Video Processing, held in Nice, France, May 20 - 24, 2018. (co-authored with Pourhomayoun)
    • 2015 - Outstanding Younger Member Paper Award, “International Highway and Airfield Pavement Conference” from American Society of Civil Engineers (ASCE)/Transportation and Development Institute (T&DI)
    • 2014 - Paper Award, “2014 T&DI/ASCE-LTPP International Data Analysis Contest” from Federal Highway Administration and American Society of Civil Engineers
    • 2014 -国际道路联合会(IRF)奖学金
    • 2013 -德怀特·大卫·艾森豪威尔交通奖学金，美国联邦公路管理局.S. Department of Transportation
    • 2013 -研究生研究电梯演讲比赛奖, University of Texas at El Paso, Graduate School
    • 2012 -德怀特·大卫·艾森豪威尔交通奖学金，美国联邦公路管理局.S. Department of Transportation
    • 2012年-棉花纪念研究生奖学金，德克萨斯大学埃尔帕索分校研究生院

    PUBLICATIONS (Google Scholar Profile)

    1. Nagrecha*, K., Fisher*, L., Mooney, M., Rodriguez-Nikl, T., Mazari, M., & Pourhomayoun, M. (2020). As-Encountered Prediction of Tunnel Boring Machine Performance Parameters using Recurrent Neural Networks. 交通研究记录:交通研究委员会期刊. doi.org/10.1177/0361198120934796
    2. Fathi, A., Tirado, C., Rocha, S., Mazari, M., & Nazarian, S. (2020). Incorporating Calibrated Numerical Models in Estimating Moduli of Compacted Geomaterials from Integrated Intelligent Compaction Measurements and Laboratory Testing. 交通研究记录:交通研究委员会期刊. doi.org/10.1177/0361198120912743
    3. Tirado, C., Fathi, A., Rocha, S., Mazari, M., & Nazarian, S. (2020). Integrating intelligent compaction technology and modulus-based testing for design verification. 土木工程师学会学报-岩土工程, 1-12. doi.org/10.1680/jgeen.19.00199
    4. Satani*, S., Aval, S. F., Garrido*, J., & Mazari, M. (2020). Preliminary evaluation of using intelligent compaction for life cycle assessment and life cycle cost analysis of pavement structures. 路面国际研讨会论文集. Roadway, and Bridge Life Cycle Assessment 2020, p. 460, CRC Press. (link)
    5. Abdollahnejad, Z., Mastali, M., Falah, M., Luukkonen, T., Mazari, M., & Illikainen, M. (2019). 建筑和拆迁废物作为碱活化混凝土中的再生骨料. Materials, 12(23), 4016. doi.org/10.3390/ma12234016
    6. Lucey*, J., Fathi, A., & Mazari, M. (2019). Predicting Pavement Roughness as a Performance Indicator Using Historical Data and Artificial Intelligence. Airfield and Highway Pavements 2019: Innovation and Sustainability in Highway and Airfield Pavement Technology, American Society of Civil Engineers. doi.org/10.1061/9780784482476.002
    7. Packman*, S., Lopez, S., Fathi, A., & Mazari, M. (2019). Using Soil-Moisture Active Passive Satellite Data to Evaluate the Performance of Transportation Infrastructure Foundations—A Feasibility Study. Eighth International Conference on Case Histories in Geotechnical Engineering (Geo-Congress 2019), American Society of Civil Engineers. doi.org/10.1061/9780784482124.029
    8. Pourhomayoun, M., Wang*, H., Vahedi*, M., Mazari, M., Smith, J., Owens, H., & Chernicoff, W. (2019). Real-Time Big Data Analytics for Traffic Monitoring and Management for Pedestrian and Cyclist Safety. 第五届大数据国际会议论文集, Small Data, Linked Data and Open Data, Valencia, Spain, pp. 24-28. (link)
    9. Rosalez*, J., Lopez, S., & Mazari, M. (2019). Evaluating the Feasibility of a Decision Support System for Transportation Infrastructure Resiliency in Response to Extreme Weather Events. International Conference on Sustainable Infrastructure 2019: Leading Resilient Communities through the 21st Century, pp. 69-77, American Society of Civil Engineers. doi.org/10.1061/9780784482650.008
    10. Blekhman, D., Shahverdi, M., Mazari, M., Pacheco-Vega, A., Haydel, B., Gachupin, C., Dray, M., & Underwood, J. (2019). 足彩外围网站校园可持续基础设施生活实验室. International Conference on Sustainable Infrastructure 2019: Leading Resilient Communities through the 21st Century, pp. 309-319, American Society of Civil Engineers. doi.org/10.1061/9780784482650.032
    11. Fathi, A., Mazari, M., & Saghafi, M. (2019). Multivariate global sensitivity analysis of rocking responses of shallow foundations under controlled rocking. Geo-Congress 2019: Foundations, pp. 490-498, American Society of Civil Engineers. doi.org/10.1061/9780784482094.045
    12. Fathi, A., Mazari, M., Saghafi, M., Hosseini, A., & Kumar, S. (2019). 基于机器学习算法的路面劣化参数化研究. Airfield and Highway Pavements 2019: Innovation and Sustainability in Highway and Airfield Pavement Technology, pp. 31-41, American Society of Civil Engineers. doi.org/10.1061/9780784482476.004
    13. Fathi, A., Haeri, S. M., Mazari, M., Hosseini, A., Kumar, S., & Zhu, C. (2019). 基于混合反求解器的土-结构体系摇摆承载力估计. Springer Nature Applied Sciences, 1(7), 703. doi.org/10.1007/s42452-019-0724-9
    14. Fathi, A., Tirado, C., Mazari, M., & Nazarian, S. (2019). 非粘结材料轻量偏转计模量的估计模型. 2019岩土大会:岩土材料、建模和测试, pp. 48-56, American Society of Civil Engineers. doi.org/10.1061/9780784482124.006
    15. Tirado, C., Fathi, A., Mazari, M., & Nazarian, S. (2019). Design Verification of Earthwork Construction by Integrating Intelligent Compaction Technology and Modulus-Based Testing, Transportation Research Board 98th Annual Meeting. (link)
    16. Rodriguez-Nikl, T., & Mazari, M. (2019). Resilience and Sustainability in Underground Transportation Infrastructure: Literature Review and Assessment of Envision Rating System. International Conference on Sustainable Infrastructure 2019: Leading Resilient Communities through the 21st Century, pp. 447-457, American Society of Civil Engineers. doi.org/10.1061/9780784482650.048
    17. Fathi, A., Tirado, C., Mazari, M., & Nazarian, S. (2019). Developing Transfer Functions between Intelligent Compaction Roller and Lightweight Deflectometer Data. Airfield and Highway Pavements 2019: Innovation and Sustainability in Highway and Airfield Pavement Technology, pp. 112-120, American Society of Civil Engineers. doi.org/10.1061/9780784482476.013
    18. Fathi, A., Tirado, C., Mazari, M., Rocha, S., & Nazarian, S. (2019). Correlating Continuous Compaction Control Measurements to In Situ Modulus-Based Testing for Quality Assessment of Compacted Geomaterials. 地球工程信息技术国际会议, pp. 585-595, Springer, Cham. doi.org/10.1007/978-3-030-32029-4_50
    19. Wang*, H., Mazari, M., Pourhomayoun, M., Smith, J., Owens, H., & Chernicoff, W. (2018). An End-to-End Traffic Vision and Counting System Using Computer Vision and Machine Learning: The Challenges in Real-Time Processing. SIGNAL 2018 Editors, 13. (link)
    20. Martinez*, E., Hernandez*, J., Rodriguez-Nikl, T., & Mazari, M. (2018). 沿海地区地下交通基础设施弹性研究. 2018年交通与发展国际会议:规划, Sustainability, and Infrastructure Systems, pp. 223-230, American Society of Civil Engineers. doi.org/10.1061/9780784481561.022
    21. Packman*, S., Lopez, S., & Mazari, M. (2018). Evaluating the Feasibility of Using Soil-Moisture Active Passive Satellite Data to Evaluate Resilience of Transportation Infrastructures. 2018年交通与发展国际会议:规划, Sustainability, and Infrastructure Systems, pp. 314-324, American Society of Civil Engineers. doi.org/10.1061/9780784481561.031
    22. Cruz*, H., Agarwal, S., & Mazari, M. (2018). Traffic Incident Prediction Using Wavelet Based Feature Extraction and Artificial Neural Networks, Transportation Research Board 97th Annual Meeting, No. 18-05331. (link)
    23. Lim, J. S., Cruz*, H., Pourhomayoun, M., & Mazari, M. (2018). 物联网在混凝土结构健康监测中的应用. 2018计算科学与计算智能国际会议(CSCI), pp. 1479-1482. IEEE. doi.org/10.1109/CSCI46756.2018.00295
    24. Saravanan*, V., Pourhomayoun, M., & Mazari, M. (2018). 一种利用机器学习提高公路施工质量的方法. 2018计算科学与计算智能国际会议(CSCI), pp. 1218-1221, IEEE. doi.org/10.1109/CSCI46756.2018.00234
    25. Lemus, L., Fathi, A., Beltran, J., Gholami, A., Tirado, C., Mazari, M., & Nazarian, S. (2018). Geospatial Relationship of intelligent compaction measurement values with in-situ testing for quality assessment of geomaterials. International Conference on Transportation and Development 2018: Airfield and Highway Pavements, pp. 293-301, American Society of Civil Engineers. doi.org/10.1061/9780784481554.030
    26. Fathi, A., Tirado, C., Gholamy, A., Lemus, L., Mazari, M., & Nazarian, S. (2018). Consideration of depth of influence in implementation of intelligent compaction in earthwork quality management, Transportation Research Board 97th Annual Meeting, No. 18-02100. (link)
    27. Olague, P. B., Nazarian, S., Kreinovich, V., Gholamy, A., & Mazari, M. (2018). How to estimate resilient modulus for unbound aggregate materials: a theoretical explanation of an empirical formula. 软计算基础与应用的最新发展与新方向, pp. 571-580, Springer, Cham. doi.org/10.1007/978-3-319-75408-6_44
    28. Fathi, A., Haeri, S. M., Palizi, M., Mazari, M., Tirado, C., & Zhu, C. (2018). 利用可控摇摆提高土-结构系统的性能. arXiv preprint arXiv:1807.07657. (link)
    29. Tirado, C., Gamez-Rios, K. Y., Fathi, A., Mazari, M., & Nazarian, S. (2017). Simulation of lightweight deflectometer measurements considering nonlinear behavior of geomaterials. 交通研究记录:交通研究委员会期刊, 2641(1), 58-65. doi.org/10.3141/2641-08
    30. Mazari, M., & Nazarian, S. (2017). 压实土工材料施工质量管理的机械方法. Transportation Geotechnics, 13, 92-102. doi.org/10.1016/j.trgeo.2017.08.001
    31. Mazari, M., Tirado, C., Nazarian, S., & Aldouri, R. (2017). 地理空间分类方法对智能压实数据解释的影响. 交通研究记录:交通研究委员会期刊, 2657(1), 37-46. doi.org/10.3141/2657-05
    32. Valenzuela*, Y. B., Rosas*, R. S., Mazari, M., Risse, M., & Rodriguez-Nikl, T. (2017). 道路基础设施应对极端天气事件的韧性. 2017可持续基础设施国际会议, pp. 349-360. doi.org/10.1061/9780784481219.031
    33. Mazari, M., Beltran, J., Aldouri, R., & Nazarian, S. (2017). 路堤和路基岩土材料智能压实数据的变异性. Geotechnical Frontiers 2017, pp. 75-83. doi.org/10.1061/9780784480441.009
    34. Mazari, M., Beltran, J., Tirado, C., Lemos, L., & Nazarian, S. (2017). 基于智能压实的非绑定岩土层刚度参数评估, Plate Load Test, and Light Weight Deflectometer. Airfield and Highway Pavements 2017, pp. 186-194. doi.org/10.1061/9780784480946.017
    35. Mazari, M., & Rodriguez, D. D. (2016). Prediction of pavement roughness using a hybrid gene expression programming-neural network technique. 交通运输工程学报(英文版), 3(5), 448-455. doi.org/10.1016/j.jtte.2016.09.007
    36. Mazari, M., Abdallah, I., Garibay, J., & Nazarian, S. (2016). 非绑定岩土材料弹性模量模型的相关非线性参数. Procedia Engineering, 143, 862-869. doi.org/10.1016/j.proeng.2016.06.142
    37. Anjan Kumar, S., M. Mazari, Garibay, J., Aldouri, R.E., Nazarian, S. & Si, J. (2016). Compaction Quality Monitoring of Lime-Stabilized Clayey Subgrade Using Intelligent Compaction Technology, 2016年国际交通与发展会议， pp. 778-790. doi.org/10.1061/9780784479926.071
    38. Mazari, M., Rouse, D., Davis, B., Mustafa, M., & Yousuf, A. (2016). 长期路面性能数据可视化. 土木工程与建筑研究, 7, 1541-1550. (link)
    39. Mazari, M., Beltran, J., Aldouri, R., Chang, G., Si, J., & Nazarian, S. (2016). 智能压实系统的评价与协调. In 2016年国际交通与发展会议, pp. 838-846. doi.org/10.1061/9780784479926.076
    40. Mazari, M., Tirado, C., Abdallah, I., & Nazarian, S. (2016). Mechanistic Estimation of Lightweight Deflectometer Target Field Modulus for Construction Quality Control. Geotechnical Testing Journal, 39(6), 965-976. doi.org/10.1520/GTJ20150266
    41. Tirado, C., Mazari, M., Carrasco, C., & Nazarian, S. (2015). 通过有限元建模评价轻量化偏转计的影响深度. Airfield and Highway Pavements 2015, pp. 789-800. doi.org/10.1061/9780784479216.070
    42. Mazari, M., Garibay, J., Abdallah, I., & Nazarian, S. (2015). Effects of Moisture Variation on Resilient and Seismic Moduli of Unbound Fine-Grained Materials. Airfield and Highway Pavements 2015, pp. 885-895. doi.org/10.1061/9780784479216.078
    43. Mazari, M., & Niazi, Y. (2015). Modeling the Effect of Filler Materials on Performance of Hot Mix Asphalt Using Genetic Programming. Airfield and Highway Pavements 2015, pp. 107-119. doi.org/10.1061/9780784479216.011
    44. Tirado, C., Mazari, M., Carrasco, C., & Nazarian, S. (2015). Simulating Response of Different Lightweight Deflectometer Testing Using Finite Element Modeling, Transportation Research Board 94th Annual Meeting, No. 15-2228. (link)
    45. Mazari, M., Velarde, J., Lopez, A. L., & Nazarian, S. (2015). 研究压实路基土壤的模量-湿度-密度相关性， 第十六届ECSMGE基础设施与发展岩土工程论文集, pp. 325-330. (link)
    46. Mazari, M., Navarro, E., Abdallah, I., & Nazarian, S. (2014). Comparison of numerical and experimental responses of pavement systems using various resilient modulus models. Soils and Foundations, 54(1), 36-44. doi.org/10.1016/j.sandf.2013.12.004
    47. Sotelo, M. J., Mazari, M., Garibay, J., & Nazarian, S. (2014). 路基土壤水分含量测量装置的变异性. 地理大会2014:可持续发展的地理特征和建模, pp. 1425-1432. doi.org/10.1061/9780784413272.139
    48. Sotelo, M. J., Mazari, M. & Nazarian, S. (2014). 三种非粘结路面材料湿密度装置的评价 Transportation Research Board 93rd Annual Meeting, No. 14-4255. (link)
    49. Mazari, M., Navarro, E., Garibay, J., Abdallah, I., & Nazarian, S. (2013). Correlating the resilient modulus and seismic modulus of subgrade materials incorporating moisture and density Variations. 机场和高速公路路面2013:可持续和高效路面, pp. 1328-1335. doi.org/10.1061/9780784413005.112
    50. Mazari, M., Garcia, G., Garibay, J., Abdallah, I., & Nazarian, S. (2013). Impact of Modulus Based Device Variability on Quality Control of Compacted Geomaterials Using Measurement System Analysis, Transportation Research Board 92nd Annual Meeting, No. 13-3192. (link)
    51. Mazari, M., Navarro, E., Abdallah, I., & Nazarian, S. (2012). 弹性模量本构模型在路面响应中的作用. Proceedings of the 2nd 国际交通岩土工程会议，札幌，日本, pp. 131-136. (link)

    PROFESSIONAL ACTIVITIES

    • 交通工程师学会(ITE)指导教师
    • 国际道路联合会(IRF)奖学金项目指导教师
    • 美国土木工程师学会(ASCE)顾问 
    • 美国土木工程师学会准会员

    Research webpage: http://mehranmazari.wixsite.com/sim-lab