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Transportation & Logistics Solution Provider

Future Transport & Mobility

Research

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

  • Robust Defences against Adversarial Machine Learning for UAV SystemsARC Linkage Project (LP)  |  Chief Investigator

  • DynaMix-FM - dynamic mixed reality environment for future mobility, ARC Linkage Infrastructure, Equipment and Facilities (LIEF)  |  Chief Investigator

  • 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

  • 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

  • Identifying impacting factors of road network and land use correlated with accidents of vulnerable road users, ACT Road Safety Fund  |  Project Lead

  • Enabling the 30-minute City through Public Transport, RDA Illawarra  |  Project Lead

  • Digital twin solution for real-time and dynamic public transport management, UOW Near Miss Grant  |  Project Lead

  • Public Transport in A New Normal with COVID-19 Impact – from Response to Recovery, UOW RevITAlise Research Grant Scheme (RITA)  |  Project Lead

  • Adjust to Disaster with Adaptive and Protective Transport (ADAPT) – Mobility Response to Crisis, UOW Global Challenges Program  |  Project Lead

  • Mind the Age Gap? - Revealing the Truth about Senior Travel at Peak Times, UOW Global Challenges Program  |  Project Lead

Selected Journal Publications

  1. 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.

  2. 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.

  3. 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

  4. 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.

  5. 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.

  6. 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.

  7. 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.

  8. 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.

  9. 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.

  10. 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.

  11. 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..

  12. 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.

  13. 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.

  14. 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.

  15. 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.

  16. 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.

  17. 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.

  18. 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.

  19. 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.

  20. 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.

  21. 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.

  22. 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].

  23. 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.

  24. 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.

  25. 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

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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.

  7. Cheng Zhang, Bo Du, Jun Shen, Xuecai XuEmpirical 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.

  8. 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.

  9. 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.

  10. 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]

  11. 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.

  12. 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.

  13. 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.

  14. 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.

  15. 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.

  16. 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.

  17. 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.

  18. 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.

  19. 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.

  20. 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

Professional Services

Journal Editorial Services

  • Associate Editor, IEEE Transactions on Intelligent Transportation Systems, Oct 2022 -

  • Associate Editor, Digital Transportation and Safety, Oct 2022 -

  • Associate Editor, AIMS Applied Computing and Intelligence, Jun 2021 -

  • Editorial Board Member, Transportation Safety and Environment, May 2021 -

  • Executive Guest Editor, Transportation Research Part D: Transport and Environment (SI: Zero-Emission Mobility Strategies: Innovation, Diversity, and Integration), Oct 2023 -

  • Guest Editor, Energies (SI: Low-Emission Combustion Techniques: Latest Advances and Prospects), Jun 2022 -

  • Guest Editor, Data Science for Transportation (SI: Ubiquitous Sensing and Computing for Intelligent Transportation), Jan 2022 - Jul 2023

Conference/Symposium/Workshop Organisation

 

Referee for Academic Journals and Peer-reviewed Conferences (in alphabetical order)

  • Applied Mathematical Modelling

  • Complex & Intelligent Systems

  • IEEE Intelligent Transportation Systems Magazine

  • IEEE Transactions on Intelligent Transportation Systems

  • IET Intelligent Transport Systems

  • International Journal of Production Economics

  • International Journal of Sustainable Transportation

  • Nature Communications

  • Networks and Spatial Economics

  • Ocean and Coastal Management

  • Scientific Reports

  • The IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC)

  • The International Symposium on Transportation and Traffic Theory (ISTTT)

  • The Transportation Research Board (TRB) Annual Meeting

  • Transportation Letters: The International Journal of Transportation Research

  • Transportation Research Part A: Policy and Practice

  • Transportation Research Part B: Methodological

  • Transportation Research Part C: Emerging Technologies

  • Transportation Research Part D: Transport and Environment 

  • Transportation Research Part E: Logistics and Transportation Review

  • Transportmetrica A: Transport Science

Reviewer for Grants

  • Australian Research Council (ARC) Discovery Project (DP) Scheme, Australia

  • Australian Research Council (ARC) Discovery Early Career Researcher Award (DECRA) Scheme, Australia

  • Australian Research Council (ARC) Mid-Career Industry Fellowships (IM) Scheme, Australia

  • Land Transport Authority (LTA), Singapore

  • National Research Foundation (NRF), Singapore

Scientific Membership

Teaching

TEACHING

  • 2155IBA Procurement and Supply Management, Griffith Business School  |  Convenor & Lecturer

  • 2154IBA International Business Logistics, Griffith Business School  |  Convenor & Lecturer

  • CIVL489/904 Sustainable Road and Transport Engineering, UOW CMEA  |  Lecturer

  • OPS328 Logistics Management, UOW BUS  |  Convenor & Lecturer

  • FEIS806 Urban Transport Planning for the Digital Age, UOW SMART  |  Convenor & Lecturer

  • SMART Short Courses, UOW SMART   |  Inaugural Coordinator

Team

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.

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Current Members​​

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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

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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

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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

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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

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Arupa Sarkar

PhD student, Feb 2022 -

School of Computing and Information Technology, UOW

Thesis: Battery Attack Detection in Unmanned Aerial Vehicle using Artificial Intelligence

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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

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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

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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

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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

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Jianglin Qiao

Research Assistant, Jun - Dec 2023

SMART Infrastructure Facility, UOW

Thesis: Digital twin for real-time public transport management

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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

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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

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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

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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

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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

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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

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Rafael Benavent

Research Assistant, Oct 2018 - Jun 2019

SMART Infrastructure Facility, UOW

Project: Revealing the truth about senior travel at peak hours

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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

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Zengyang Gong

Visiting student (Shenzhen University, China), Sep 2019 - Jan 2020

SMART Infrastructure Facility, UOW

Project: Bus bunching prediction using deep learning approach

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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

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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.

Vacancy
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