Quang Du Nguyen (2022)

Name: Quang Du Nguyen
Email: quangdun@student.unimelb.edu.au
Address: Department of Infrastructure Engineering, Room C322, Level 3, Engineering Block C, Bld 174
Website:  UoM
PhD topic: Deep learning-based structural damage detection

Education

• MEng (Transportation Engineering), Ho Chi Minh City University of Technology, Vietnam (2015 – 2019)
• BEng (Civil Engineering), Ho Chi Minh City University of Technology, Vietnam (2010 – 2015)

Research Interests

• Machine learning applications in structural engineering
• Deep learning based structural health monitoring (crack inspection, cavity detection, etc.)

Employment

• Researcher, Pavement laboratory, Sejong University, Republic of Korea (2021-2022)
• Academic staff, Office for International Study Programs, Ho Chi Minh City University of Technology, Vietnam (2017 – 2020)
• Research assistant and teaching assistant, Ho Chi Minh City University of Technology, Vietnam (2015 – 2020)

Awards and Scholarships

• Melbourne Research Scholarship - University of Melbourne (2022)

Publications

• QD Nguyen, HT Thai, Improve CNN-based crack segmentation using weighting strategies. Concrete 2023 at Perth, Australia
• T.M. Nguyen, D. Q. Nguyen, T. B. Vu. Effect from Mixing the Recycled Polyethylene Terephthalate (PET) and Asphalt Using Microwave Irradiation on Basic Quality of Hot Mix Asphalt. Journal of Transport, 9, 53-57, 2019.
• T.D. Dang, D.Q. Nguyen, A. M. Nguyen (2016). Current Status of Existing Steel Bridges In Ho Chi Minh City. In Proceedings of the Fourteenth East Asia-Pacific Conference on Structural Engineering and Construction (EASEC-14), Ho Chi Minh City, Vietnam, pp. 1710 – 1716, 2016