Research Interests
- Transportation Engineering: 4-Step Sequential Modelling, Travel Behavior Survey Methods, Travel Behavior Analysis, Modal split modeling/ analysis
- Transportation and Land Use: Land use and transport model, urban transportation planning, etc.
- Railway Engineering: Climate change mitigation/ adaptation, Infrasturcture management and maintenance, Detection of railway defect
- Statistics/ Machine Learning: traditional learning, deep learning, transformer, Artificial Neural Network, Forecasting and time series analysis, etc.
News
- [Feb 2024] Our paper about railway flood prediction is accepted to ICRT 2024.
- [Jan 2024] Our paper about travel demand survey is accepted to IATBR 2024.
- [Mar 2023] Our paper about railway flooding is accepted to ICCBEI 2023.
Publications
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Risk Assessment of Railway Tracks in Floodplain Area Using Digital Surface Model and Computer Vision
Watcharapong Wongkaew, Wachira Muenyoksakul, Krittiphong Manachamni, Tanawat Tangjarusritaratorn, Chayut Ngamkhanong
The Fifth International Conference on Civil and Building Engineering Informatics. ICCBEI 2023.
[Full Proceedings] [PDF Paper] [Presentation] [Code] Oral Presentation -
Upcoming: Integrating Digital Surface Model for Flood Risk Assessment of Railway Networks in Thailand
Watcharapong Wongkaew, Wachira Muenyoksakul, Tanawat Tangjarusritaratorn, Chayut Ngamkhanong
The Third International Conference of Rail Transportation. ICRT 2024.
[Abstract] [Code] Oral Presentation -
Upcoming: Using Travel Demand Survey Data to Predict Mode Shift by Machine Learning Techniques; Case Study: Bangkok
Watcharapong Wongkaew, Wachira Muenyoksakul, Kongtup Wanichjaroenporn
17th International Conference on Travel Behavior Research. IATBR 2024.
[Abstract] [Code] [Project] [Poster] [Presentation] -
Upcoming: The Impact of Public Transportation Availability on Airport Passenger Egress Mode Choice: Don Mueang International Airport
Watcharapong Wongkaew, Patanapong Sanghatawatana, Pitchaya Panwan, Rattanaporn Kaewkluengklom, Chakaphan Chullabodhi, Wachira Muanyoksakul, Phathinan Thaithatkul
Currently under revision. Transportation Research Record.
[Abstract] [Code] [Presentation] -
Upcoming: Data-Driven Machine Learning Prognostics of Buckling Failure Modes in Ballasted Railway Track
Watcharapong Wongkaew, Wachira Muanyoksakul, Chayut Ngamkhanong
Currently under review. Automation in Construction.
[Abstract] [Code]
Selected Talks & Papers
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Prediction and validation of motorcycle drivers’ behavior
2101550 Statistical Method of Transportation Analysis Term Paper
[Paper] -
There must be a better way to live: Ideal Urbanism
Slur Project, Bangkok Design Week 2020
Bangkok, February 2020 [LIVE Video] -
Get to know Bangkok’s transportation network
RTUS Bangkok, Bangkok Youth Festival 2022 (Video in Thai/English)
Bangkok, December 2022 [LIVE Video]
Projects
- RTUS Ideathon Bangkok 2021 - 2022
Youth involvement and incubation program in urban development. Joined as public transportation team Goethe Institut & EU | 2021 - 2023 - Strategic Agenda Team, Thailand Science Research and Innovation (TSRI)
Research program determining Thailand’s logistics and transportation development importance | 2021 - 2023 - UrbanAct Project , GIZ
Climate Sensitive Transportation Planning in Thailand, work as research assistant | 2023 - Bangkok Garbage Improvement Project, BMA
Urban logistics and garbage collection logistics, environment sensitive area, Research Assistant| 2023
Services
- Co-organizer: -
- Conference Reviewers: IATBR 2024
- Journal Reviewers: -