Transportation & Logistics Solution Provider
Future Transport & Mobility
RESEARCH
Research Interests
❂ Transportation and Logistics Network Modelling and Optimisation
❂ Integrated Planning and Cooperative Operation of Multimodal Transport System
❂ Zero-emission and Emerging Mobility Service Design
❂ Logistics System and Supply Chain Optimisation
❂ Data Analytics and Data-driven Modelling
Selected Projects
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Robust Defences against Adversarial Machine Learning for UAV Systems, ARC Linkage Project (LP) | Chief Investigator
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DynaMix-FM - dynamic mixed reality environment for future mobility, ARC Linkage Infrastructure, Equipment and Facilities (LIEF) | Chief Investigator
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Energy Efficiency Decision Making in the NSW Transport Sector, Low Carbon Living CRC. Partnership with NSW Office of Environment and Heritage (OEH) and UNSW | Chief Investigator
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Cooperative operation of UAVs and other types of vehicles considering energy constraints and uncertainty, NSW Defence Innovation Network (DIN). Partnership with Hover UAV | Project Lead
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Identifying impacting factors of road network and land use correlated with accidents of vulnerable road users, ACT Road Safety Fund | Project Lead
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Enabling the 30-minute City through Public Transport, RDA Illawarra | Project Lead
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Digital twin solution for real-time and dynamic public transport management, UOW Near Miss Grant | Project Lead
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Public Transport in A New Normal with COVID-19 Impact – from Response to Recovery, UOW RevITAlise Research Grant Scheme (RITA) | Project Lead
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Adjust to Disaster with Adaptive and Protective Transport (ADAPT) – Mobility Response to Crisis, UOW Global Challenges Program | Project Lead
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Mind the Age Gap? - Revealing the Truth about Senior Travel at Peak Times, UOW Global Challenges Program | Project Lead
Selected Journal Publications
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Shishi Xiao, Qing Shi, Lingdan Shao, Bo Du, Yang Wang, Qiaomu Shen, Wei Zeng. MetroBUX: A Topology-based Visual Analytics System for Bus Operational Uncertainty EXploration. IEEE Transactions on Intelligent Transportation Systems. 2024. doi: 10.1109/TITS.2023.3338700.
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Jinqu Chen, Liang Cheng, Jie Liu, Bo Du, Yong Yin, Qiyuan Peng. Resilience assessment of a highway–railway complementary network under rainstorms: a case study in Fujian, China. Transportation Research Part D: Transport and Environment. 2023. doi: 10.1016/j.trd.2023.103841.
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Bangyang Wei, Bo Du, Meead Saberi, S. Travis Waller, Wei Liu. On ride-sourcing services of electric vehicles considering cruising for charging and parking. Transportation Research Part D: Transport and Environment. 2023, 118, 103716. doi: 10.1016/j.trd.2023.103716
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Cheng Zhang, Bo Du, Jun Shen, Changxi Ma. Revealing Safety Impact of Bus Stops on Passenger-Cyclist Interactions – Evidence from Nanjing, China. Travel Behaviour and Society. 2023, 32, 100578. doi: 10.1016/j.tbs.2023.100578.
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Cheng Zhang, Bo Du, Jun Shen, Zuduo Zheng. Space sharing between pedestrians and micro-mobility vehicles: A systematic review. Transportation Research Part D: Transport and Environment. 2023, 116, 103629. doi: 10.1016/j.trd.2023.103629.
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Le Wen, Mingyue Selena Sheng, Basil Sharp, Tongyu Meng, Bo Du, Ming Yi, Kiti Suomalainen, Konstantina Gkritza. Exploration of the nexus between solar potential and electric vehicle uptake: Evidence from New Zealand. Energy Policy. 2023, 173, 113406. doi: 10.1016/j.enpol.2022.113406.
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Jaber Valizadeh, Shadi Boloukifar, Ehsan Jabalbarezi Hookerd, Seyed Alireza Shafiee-Banadaki, Bo Du, Jun Shen. Designing an optimization model for the vaccine supply chain during the COVID-19 pandemic. Expert Systems With Applications. 2023, 214, 119009. doi: 10.1016/j.eswa.2022.119009.
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Jinqu Chen, Jie Liu, Bo Du, Qiyuan Peng, Yong Yin. Resilience assessment of an urban rail transit network under short-term operational disturbances. IEEE Transactions on Intelligent Transportation Systems, 2022. doi: 10.1109/TITS.2022.3195937.
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Cheng Zhang, Bo Du, Qi Wang, Jun Shen. Observational Study on Multi-Type Conflicts between Passengers and Cyclists at the Bus Stop - A Case Study in Nanjing. Travel Behaviour and Society. 2022, 29, 176-185. doi: 10.1016/j.tbs.2022.06.010.
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Hao Hu, Bo Du, Wei Liu, and Pascal Perez. A joint optimization model for charger locating and electric bus charging scheduling considering opportunity fast-charging and uncertainties. Transportation Research Part C: Emerging Technologies. 2022, 141, 103732. doi: 10.1016/j.trc.2022.103732.
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Mingyue Sheng, Le Wen, Basil Sharp, Bo Du, Prakash Ranjitkar, Douglas Wilson. A Spatio-Temporal Approach to Electric Vehicle Uptake: Evidence from New Zealand. Transportation Research Part D: Transport and Environment. 2022, 105, 103256. doi: 10.1016/j.trd.2022.103256..
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Qiang Wu, Jianqing Wu, Jun Shen, Bo Du, Akbar Telikani, Mahdi Fahmideh, Chao Liang. Distributed agent-based deep reinforcement learning for large scale traffic signal control. Knowledge-Based Systems. 2022, 241, 108304. doi: 10.1016/j.knosys.2022.108304.
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Jianqing Wu, Yihui Wang, Bo Du, Qiang Wu, Yanlong Zhai, Jun Shen, Luping Zhou, Chen Cai, Wei Wei, Qingguo Zhou. The Bounds of Improvements Towards Real Time Forecast of Multi-Scenario Train Delays. IEEE Transactions on Intelligent Transportation Systems. 2022, 23(3), 2445-2456. doi: 10.1109/TITS.2021.3099031.
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Bo Du, Cheng Zhang, Jun Shen, and Zuduo Zheng. A Dynamic Sensitivity Model for Unidirectional Pedestrian Flow with Overtaking Behaviour and its application on social distancing’s impact during COVID-19. IEEE Transactions on Intelligent Transportation Systems. 2022, 23(8), 10404-10417. doi:10.1109/TITS.2021.3093714.
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Mingyue Sheng, Ajith Viswanath Sreenivasan, Basil Sharp, and Bo Du. Well-to-wheel analysis of greenhouse gas emissions and energy consumption for electric vehicles: A comparative study in Oceania. Energy Policy. 2021, 158 (112552). doi: 10.1016/j.enpol.2021.112552.
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Yuhan Huang, Elvin C.Y. Ng, John L. Zhou, Nic C. Surawski, Xingcai Lu, Bo Du, Hugh Forehead, Pascal Perez, Edward F.C. Chan. Impact of drivers on real-driving fuel consumption and emissions performance. Science of the Total Environment. 2021, 798. doi: 10.1016/j.scitotenv.2021.149297.
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Bo Du, Hao Hu, Jie Zhang, and Meng Meng. A Multi-stage Approach for Empty Container Repositioning under Coordination among Linear Carriers. Transportation Research Record: Journal of the Transportation Research Board. 2021, 2675(7), 424-437. doi: 10.1177/03611981211021550.
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Jie Zhang, Meng Meng, David Z.W. Wang and Bo Du. Allocation strategies in a dockless bike sharing system: a community structure-based approach, International Journal of Sustainable Transportation. 2021. doi: 10.1080/15568318.2020.1849471.
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Hao Hu, Bo Du and Marcella Bernardo. Leasing or Repositioning Empty Containers? Determining the Time-varying Guide Leasing Prices for Decision Making. Maritime Policy & Management. 2020, 48(6), 829-845. doi: 10.1080/03088839.2020.1803431.
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Cheng Zhang and Bo Du. Image-based Approach for Parking-Spot Detection with Occlusion Handling. Journal of Transportation Engineering, Part A: Systems. 2020, 146(9): 04020098. doi: 10.1061/JTEPBS.0000420.
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David Z.W. Wang and Bo Du. Optimal urban development density along a multi-modal linear travel corridor with time-distance toll scheme. Transportmetrica A: Transport Science. 2016, 12 (10), 853-877. doi:10.1080/23249935.2016.1189462.
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Bo Du and David Z.W. Wang. Solving continuous network design problem with generalized geometric programming approach. Transportation Research Record: Journal of the Transportation Research Board, Network Modeling. 2016, 2567, 38-46. doi:10.3141/2567-05. [Fred Burggraf Award].
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David Z.W. Wang and Bo Du. Continuum modeling of spatial and dynamic equilibrium in a linear travel corridor with heterogeneous commuters - a partial differential complementarity system approach. Transportation Research Part B: Methodological. 2016, 85, 1-18. doi:10.1016/j.trb.2015.12.014.
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Bo Du and David Z.W. Wang. Continuum modeling of park-and-ride services considering travel time reliability and heterogeneous commuters - a linear complementarity system approach. Transportation Research Part E: Logistics and Transportation Review. 2014, 71, 58-81. doi:10.1016/j.tre.2014.08.008.
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David Z.W. Wang and Bo Du. Reliability-based modeling of park-and-ride service on a linear travel corridor. Transportation Research Record: Journal of the Transportation Research Board, Network Modeling. 2013, 1, 16-26. doi:10.3141/2333-03.
Selected Conference Papers
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Cheng Zhang, Bo Du, Jun Shen. Movement Patterns of Pedestrians and Cyclists at Signalized Segregated Crosswalks: A Case Study in Nanjing, China. IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), Bilbao, Bizkaia, Spain, 24-28 September 2023. Forthcoming.
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Jinqu Chen, Mengfan Yue, Bo Du, Qiyuan Peng, Yong Yin. Resilience Enhancement of an Urban Rail Transit Network by Temporarily Adjusting Regular Bus Transit Operation. IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), Bilbao, Bizkaia, Spain, 24-28 September 2023. Forthcoming.
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Qiang Wu, Liang Zhang, Jun Shen, Linyuan Lu, Bo Du, Jianqing Wu. TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer. The 29th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD), Long Beach, USA, 6-10 August 2023. doi: 10.1145/3580305.3599530.
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Liang Zhang, Qiang Wu, Jun Shen, Linyuan Lv, Bo Du, Jianqing Wu. Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control. The 39th International Conference on Machine Learning (ICML), Baltimore, Maryland USA, 2022. PMLR 162:26645-26654.
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Hao Hu, Bo Du, Pascal Perez, Tao Liu, Avishai (Avi) Ceder. A two-stage stochastic programming model of locating fast chargers at stops for battery electric buses. The 25th IEEE International Conference on Intelligent Transportation (ITSC), Macau, China, 2022. doi: 10.1109/ITSC55140.2022.9922374.
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Tianyang Qu, Bo Du, Cheng Zhang, Qi Wang, Hao Hu, Pascal Perez. Analysis of COVID-19 Impact on Public Transport Usage based on Smart Card Data – A Regional Case Study in Australia. The 25th IEEE International Conference on Intelligent Transportation (ITSC), Macau, China, 2022. doi: 10.1109/ITSC55140.2022.9922141.
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Cheng Zhang, Bo Du, Jun Shen, Xuecai Xu. Empirical Investigations on Conflicts between Bus Passengers and Cyclists at Different Types of Bus Stops. The 25th IEEE International Conference on Intelligent Transportation (ITSC), Macau, China, 2022. doi: 10.1109/ITSC55140.2022.9922462.
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Qi Wang, Dongmo Zhang, Bo Du. A Queue Balancing Approach for Electric Vehicle Charging Allocation. The 25th IEEE International Conference on Intelligent Transportation Systems (ITSC), Macau, China, 2022. doi: 10.1109/ITSC55140.2022.9922375.
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Yiqi Hou, Tao Liu, Hao Hu, Bo Du. Optimal Routing Design of Demand-Responsive Feeder Transit in the Era of Mobility as a Service. The 25th IEEE International Conference on Intelligent Transportation (ITSC), Macau, China, 2022. doi: 10.1109/ITSC55140.2022.9922343.
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Wei Wei, Qiang Wu, Jianqing Wu, Bo Du, Jun Shen, and Tinghong Li. Multi-agent deep reinforcement learning for traffic signal control with Nash equilibrium. The 19th IEEE International Conferences on Smart City, Haikou, China, 2021. doi: 10.1109/HPCC-DSS-SmartCity-DependSys53884.2021.00215. [IEEE Best Paper Award]
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Hao Hu, Bo Du, and Pascal Perez. Integrated optimisation of electric bus scheduling and top-up charging at bus stops with fast chargers. The 24th IEEE International Conference on Intelligent Transportation (ITSC), Indianapolis, IN, USA, 2021, 2324-2329. doi: 10.1109/ITSC48978.2021.9564617.
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Jianqing Wu, Qiang Wu, Luping Zhou, Chen Cai, Bo Du, Yanlong Zhai, Wei Wei, Jun Shen, and Qingguo Zhou. Multivariate Multi-Step Train Delay Forecasting: A Hybrid LSTM-CPS Solution. The Transportation Research Board (TRB) 100th Annual Meeting, Washington D.C., USA, 2021. https://trid.trb.org/view/1759773.
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Bo Du, Hao Hu, Jie Zhang, and Meng Meng. A Multi-stage Approach for Empty Container Repositioning under Coordination among Linear Carriers. The Transportation Research Board (TRB) 100th Annual Meeting, Washington D.C., USA, 2021. https://trid.trb.org/view/1759531.
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Zengyang Gong, Bo Du, Zhidan Liu, Wei Zeng, Pascal Perez, and Kaishun Wu. SD-Seq2seq: A Deep Learning Model for Bus Bunching Prediction based on Smart Card Data. The 29th International Conference on Computer Communications and Networks (ICCCN), Honolulu, Hawaii, USA, 2020. doi:10.1109/ICCCN49398.2020.9209686.
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Bo Du and Paul-Antonin Dublanche. Bus bunching identification using smart card data. IEEE the 24th International Conference on Parallel and Distributed Systems (ICPADS), Singapore, 2018. doi: 10.1109/PADSW.2018.8644611.
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Bo Du and David Z.W. Wang. Solving continuous network design problem with generalized geometric programming approach. The Transportation Research Board 95th Annual Meeting, Washington D.C., USA, 2016. doi: 10.3141/2567-05.
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David Z.W. Wang and Bo Du Optimizing urban density along a linear travel corridor with time-distance toll scheme based on a continuous-time dynamic model. The 21st International Symposium on Transportation and Traffic Theory (ISTTT), Kobe, Japan, 2015. Proceedings: Transportation Research Procedia, 9, 2015, 130-148. doi:10.1016/j.trpro.2015.07.008.
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Bo Du and David Z.W. Wang. A global approximation model for the continuous network design problem with deterministic user equilibrium. The Institute for Operations Research and the Management Sciences (INFORMS) Annual Meeting, San Francisco, USA, 2014.
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David Z.W. Wang and Bo Du. Continuum modeling of park-and-ride services with linear complementarity system approach. The 13th World Conference on Transport Research (WCTR), Rio de Janeiro, Brazil, 2013.
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David Z.W. Wang and Bo Du. Reliability-based modeling of park-and-ride service on a linear travel corridor. The Transportation Research Board 92nd Annual Meeting, Washington D.C., USA, 2013. doi: 10.3141/2333-03.
Awards
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Outstanding Reviewer Award, Transportation Research Part D: Transport and Environment, 2024
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Champion of NSW Treasury's electric vehicle fleet charging infrastructure challenge, Gravity Challenge organised by Deloitte, 2023
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The Investment NSW "NSW Space to Grow" Award, Gravity Challenge organised by Deloitte, 2023
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IEEE Best Paper Award, The 19th IEEE International Conference on Smart City, 2021
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Fred Burggraf Award, Transportation Research Board, USA, 2016
Professional Services
Journal Editorial Services
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Associate Editor, IEEE Transactions on Intelligent Transportation Systems, Oct 2022 -
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Associate Editor, Digital Transportation and Safety, Oct 2022 -
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Associate Editor, AIMS Applied Computing and Intelligence, Jun 2021 -
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Editorial Board Member, Transportation Safety and Environment, May 2021 -
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Executive Guest Editor, Transportation Research Part D: Transport and Environment (SI: Zero-Emission Mobility Strategies: Innovation, Diversity, and Integration), Oct 2023 -
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Guest Editor, Energies (SI: Low-Emission Combustion Techniques: Latest Advances and Prospects), Jun 2022 -
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Guest Editor, Data Science for Transportation (SI: Ubiquitous Sensing and Computing for Intelligent Transportation), Jan 2022 - Jul 2023
Conference/Symposium/Workshop Organisation
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Lead Organiser, Transport Research Association for NSW (TRANSW) Symposium, UOW Sydney Business School, Sydney, 2023
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Chair, UOW-UTS-AURIN webinar on Digital Twin and Data-driven Solutions for Smart City and Future Mobility, 22 Feb 2023
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Co-Organiser, Transport Research Association for NSW (TRANSW) Symposium, UTS, Sydney 2022
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Co-Chair, IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), Hangzhou, China, 2022. Session: Cooperative and Integrated Mobility Solutions in Transportation and Logistics
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Co-Chair, The 23rd International Congress on Modelling and Simulation (MODSIM), Canberra, Australia, 2019. Session: F3. New trends in modelling and simulation of future mobility
Referee for Academic Journals and Peer-reviewed Conferences (in alphabetical order)
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Applied Mathematical Modelling
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Complex & Intelligent Systems
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IEEE Intelligent Transportation Systems Magazine
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IEEE Transactions on Intelligent Transportation Systems
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IET Intelligent Transport Systems
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International Journal of Production Economics
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International Journal of Sustainable Transportation
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Nature Communications
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Networks and Spatial Economics
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Ocean and Coastal Management
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Scientific Reports
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The IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC)
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The International Symposium on Transportation and Traffic Theory (ISTTT)
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The Transportation Research Board (TRB) Annual Meeting
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Transportation Letters: The International Journal of Transportation Research
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Transportation Research Part A: Policy and Practice
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Transportation Research Part B: Methodological
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Transportation Research Part C: Emerging Technologies
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Transportation Research Part D: Transport and Environment
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Transportation Research Part E: Logistics and Transportation Review
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Transportmetrica A: Transport Science
Reviewer for Grants
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Australian Research Council (ARC) Discovery Project (DP) Scheme, Australia
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Australian Research Council (ARC) Discovery Early Career Researcher Award (DECRA) Scheme, Australia
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Australian Research Council (ARC) Mid-Career Industry Fellowships (IM) Scheme, Australia
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Land Transport Authority (LTA), Singapore
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National Research Foundation (NRF), Singapore
Scientific Membership
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Member of the IEEE Intelligent Transportation Systems Society (ITSS)
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Symposium Committee Member of Transport Research Association for NSW (TRANSW)
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Member of the Australian Maritime Logistics Research Network (AMLRN)
TEACHING
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2155IBA Procurement and Supply Management, Griffith Business School | Convenor & Lecturer
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2154IBA International Business Logistics, Griffith Business School | Convenor & Lecturer
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CIVL489/904 Sustainable Road and Transport Engineering, UOW CMEA | Lecturer
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OPS328 Logistics Management, UOW BUS | Convenor & Lecturer
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FEIS806 Urban Transport Planning for the Digital Age, UOW SMART | Convenor & Lecturer
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SMART Short Courses, UOW SMART | Inaugural Coordinator
TEAM
Dr. Bo (Bobby) Du (Ph.D., M.Eng., B.Eng.)
Senior Lecturer
Department of Business Strategy and Innovation, Griffith Business School
Griffith University | Nathan Campus | Brisbane, QLD 4111, Australia
Email: bo.du@griffith.edu.au
Dr. Du received his Ph.D. degree from Nanyang Technological University (NTU) in Singapore. His research activities aim to practically improve transportation and logistics systems in the electrified, autonomated, connected and shared era using advanced modelling, optimisation, simulation and data analytics tools. Dr. Du was a recipient of the Fred Burggraf Award from Transportation Research Board, USA, which recognised excellence in transportation research by researchers 35 years of age or younger.
Current Members
Xiaowei Liu
Visiting PhD student (CSC scholarship), Mar 2023 -
School of Transportation and Logistics, Southwest Jiaotong University, China
Thesis: Resilience assessment and improvement of the urban rail transit stations
Qiuyun Luan
PhD student (CSC scholarship), Mar 2023 -
School of Computing and Information Technology, UOW
Thesis: An intelligence-based approach to simulate multi-directional and multi-angle pedestrian flow
Haoran Li
PhD student, Feb 2023 -
School of Computing and Information Technology, UOW
Thesis: Smart image analytics using artificial intelligence with applications to transport and bioinformatics
Xiaoteng Han
PhD student (DIN top-up scholarship), Feb 2023 -
SMART Infrastructure Facility & School of Computing and Information Technology, UOW
Thesis: Cooperative operation of UAVs and ground vehicles considering energy constraints and uncertainty
Arupa Sarkar
PhD student, Feb 2022 -
School of Computing and Information Technology, UOW
Thesis: Battery Attack Detection in Unmanned Aerial Vehicle using Artificial Intelligence
Asmaa Seyam
PhD student, Oct 2021 -
SMART Infrastructure Facility & School of Computing and Information Technology, UOW
Thesis: Reducing food shortage and wastage using AI to optimize supply chain with real-time IoT data
Kazimierz (Kevin) Malysiak
PhD student, Jul 2018 -
SMART Infrastructure Facility & School of Computing and Information Technology, UOW
Thesis: Smart Simulation and Modelling for Resource Management in Transportation Problems
Former Members
Hao Hu
PhD student, Aug 2019 - Mar 2024
SMART Infrastructure Facility & School of Civil, Mining and Environmental Engineering, UOW
Thesis: Optimisation of electric bus operation considering mixed-type charging techniques
Cheng Zhang
PhD student, Nov 2020 - Mar 2024
SMART Infrastructure Facility & School of Computing and Information Technology, UOW
Thesis: Pedestrian Behaviour Modelling and Simulation Considering Heterogeneity and Interactions
Jianglin Qiao
Research Assistant, Jun - Dec 2023
SMART Infrastructure Facility, UOW
Thesis: Digital twin for real-time public transport management
Thivya Amalan
PhD student, Sep 2019 - Dec 2023
UOW - University of Moratuwa (Sri Lanka) joint PhD Program
Thesis: Use of High Frequency Data in Transport – Land use Integrated Model
Yan Qian
PhD student, Aug 2019 - Nov 2023
SMART Infrastructure Facility & School of Computing and Information Technology, UOW
Thesis: Towards safer and more responsible vehicle re-identification using transformers
Jinqu Chen
Visiting PhD student (CSC scholarship), Oct 2022 - May 2023
School of Transportation and Logistics, Southwest Jiaotong University, China
Thesis: Resilience assessment and enhancement of an urban rail network
Qi Wang
Master of Philosophy, Dec 2021 - Apr 2023
School of Computing and Mathematics, Western Sydney University
Thesis: Charging infrastructure planning for electric vehicles using game theory approach
Tianyang Qu
Master of Philosophy, Aug 2020 - Apr 2023
SMART Infrastructure Facility & School of Civil, Mining and Environmental Engineering, UOW
Thesis: The impact of COVID-19 on public transport – Evidence from smart card data analysis
Qi Wang
Research Assistant, Aug - Dec 2021
SMART Infrastructure Facility, UOW
Project: Revealing change on public transport usage due to COVID-19 using smart card data
Rafael Benavent
Research Assistant, Oct 2018 - Jun 2019
SMART Infrastructure Facility, UOW
Project: Revealing the truth about senior travel at peak hours
Cheng Zhang
Visiting student (University of New South Wales, Australia), Sep 2019 - Jan 2020, Jun - Aug 2020
SMART Infrastructure Facility, UOW
Project: Pedestrian group behaviour modelling and simulation
Zengyang Gong
Visiting student (Shenzhen University, China), Sep 2019 - Jan 2020
SMART Infrastructure Facility, UOW
Project: Bus bunching prediction using deep learning approach
Benjamin Winzenrieth
Visiting student (École Nationale des Travaux Publics de l’État, France), Apr - Aug 2019
SMART Infrastructure Facility, UOW
Project: Simulation on flexible and hybrid bus services
Paul-Antonin Dublanche
Visiting student (Toulouse School of Economics, France), May - Aug 2018
SMART Infrastructure Facility, UOW
Project: Public transport data analytics
VACANCY
PhD/Postdoc/Visiting Opportunities
Welcome to contact me if you are interested in transportation/logistics research, especially for those with background in Transport Engineering, Logistics, Supply Chain Management, Operation Research, Optimisation, Applied Mathematics, Data Mining and Visualisation, Complex System, or other relevant disciplines.