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Dr Sunhyung Yoo

Dr Sunhyung Yoo

Research Associate

PhD, University of New South Wales, 2022. Thesis:聽Transit Route Planning to Improve Accessibility: A Reinforcement Learning Approach

Engineering
Civil and Environmental Engineering

Dr Sunhyung Yoo is a Research Associate at the Research Centre for Integrated Transport Innovation (rCITI), School of Civil and Environmental Engineering, 黑料网大事记 Sydney. His research focuses on transport planning and engineering, with expertise in traffic simulation, public transport optimisation, and behavioural analysis. He examines how different road users鈥攊ncluding drivers, transit passengers, cyclists, and pedestrians鈥攊nteract with infrastructure and policy interventions, supporting the development of evidence-based solutions that enhance safety, efficiency, and overall urban mobility.
E-mail
sunhyung.yoo@unsw.edu.au
Location
R111, Civil Engineering Building (H20), Oval Ln, 黑料网大事记, Kensington NSW 2033
  • Journal articles | 2026
    Bostanara M; Yoo S; Roberts L; Lee JB, 2026, 'Exploring and bridging the gap between recreational and school commute cycling', Cities, 169,
    Journal articles | 2024
    Wu H; Pettit C; Yoo S; Lee J, 2024, 'Can infrastructure, built environment, and geographic factor negate weather impact on Strava cyclists?', Journal of Transport and Land Use, 17, pp. 1 - 20,
    Journal articles | 2024
    Yoo S; Kim H; Lee J, 2024, 'Combining Reinforcement Learning With Genetic Algorithm for Many-To-Many Route Optimization of Autonomous Vehicles', IEEE Access, 12, pp. 26931 - 26942,
    Journal articles | 2024
    Yoo S; Lee J, 2024, 'Are there safe cycleways for school travel? Where are more cycleways needed?', Transport Policy, 154, pp. 107 - 119,
    Journal articles | 2023
    Yoo S; (Brian) Lee J; Lee B, 2023, 'Revising bus routes to improve access for the transport disadvantaged: A reinforcement learning approach', Journal of Public Transportation, 25, pp. 100041,
    Journal articles | 2023
    Yoo S; Lee JB; Han H, 2023, 'A Reinforcement Learning approach for bus network design and frequency setting optimisation', Public Transport, 15, pp. 503 - 534,
    Journal articles | 2022
    Yoo S; Kim H; Kim W; Kim N; Lee J, 2022, 'Controlling passenger flow to mitigate the effects of platform overcrowding on train dwell time', Journal of Intelligent Transportation Systems Technology Planning and Operations, 26, pp. 366 - 381,
    Journal articles | 2018
    Lee J; Yoo S; Kim H; Chung Y, 2018, 'The spatial and temporal variation in passenger service rate and its impact on train dwell time: A time-series clustering approach using dynamic time warping', International Journal of Sustainable Transportation, 12, pp. 725 - 736,
    Journal articles | 2015
    Yoo S; Diamond L; Lee B, 2015, 'Travel behaviours of immigrants in Queensland, Australia', Journal of the Eastern Asia Society for Transportation Studies, 11, pp. 653 - 665,
  • Conference Papers | 2017
    Yoo S; Lee J; Kim H, 2017, 'Impact of the spatial and temporal variation in passenger service rate on train dwell time', in Atrf 2017 Australasian Transport Research Forum 2017 Proceedings