Publications
We primarily publish our research in the Transportation Research journal series and relevant IEEE Transactions titles. Most of our recent work should be accessible on an Open Access basis. However, if you cannot locate a specific manuscript online, please feel free to contact us.
Recent Highlights
Scenario Gym: A Scenario-Centric Lightweight Simulator
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
·
Sep 2023
Risk-aware controller for autonomous vehicles using model-based collision prediction and reinforcement learning
Artificial Intelligence
·
Jul 2023
Vehicle Redistribution in Ride-Sourcing Markets Using Convex Minimum Cost Flows
IEEE Transactions on Intelligent Transportation Systems
·
Aug 2022
Optimal supply chain resilience with consideration of failure propagation and repair logistics
Transportation Research Part E: Logistics and Transportation Review
·
Jan 2020
Resilience assessment for interdependent urban infrastructure systems using dynamic network flow models
Reliability Engineering & System Safety
·
Aug 2019
Modelling the impact of liner shipping network perturbations on container cargo routing: Southeast Asia to Europe application
Accident Analysis & Prevention
·
Feb 2019
All Publications
2023
Dual-branch spatio-temporal graph neural networks for pedestrian trajectory prediction
Pattern Recognition
·
Oct 2023
An integrated vertiport placement model considering vehicle sizing and queuing: A case study in London
Journal of Air Transport Management
·
Oct 2023
Quantifying the Capability of Autonomous Robot-Assisted Distribution in Last-Mile: Insight from Rural to Urban Configurations
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
·
Sep 2023
Constrained Multi-Agent Reinforcement Learning Policies for Cooperative Intersection Navigation and Traffic Compliance
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
·
Sep 2023
Driving Style Classification Using Deep Temporal Clustering with Enhanced Explainability
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
·
Sep 2023
An End-to-End Collaborative Learning Approach for Connected Autonomous Vehicles in Occluded Scenarios
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
·
Sep 2023
Bi-Level Programming Approach for Optimal Charging Station Location and Traffic Assignment in Electric Autonomous Vehicle Systems
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
·
Sep 2023
Scenario Gym: A Scenario-Centric Lightweight Simulator
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
·
Sep 2023
Safety Standards for Autonomous Vehicles: Challenges and Way Forward
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
·
Sep 2023
Real-time Dispatching for Autonomous Vehicles in Open-pit Mining Deployments using Deep Reinforcement Learning
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
·
Sep 2023
Route planning for last-mile deliveries using mobile parcel lockers: A hybrid q-learning network approach
Transportation Research Part E: Logistics and Transportation Review
·
Sep 2023
Safe and efficient manoeuvring for emergency vehicles in autonomous traffic using multi-agent proximal policy optimisation
Transportmetrica A: Transport Science
·
Aug 2023
Future reductions of China’s transport emissions impacted by changing driving behaviour
Nature Sustainability
·
Jul 2023
Risk-aware controller for autonomous vehicles using model-based collision prediction and reinforcement learning
Artificial Intelligence
·
Jul 2023
Understanding common human driving semantics for autonomous vehicles
Patterns
·
Jul 2023
Policy and Strategy Evaluation of Ridesharing Autonomous Vehicle Operation: A London Case Study
Transportation Research Record: Journal of the Transportation Research Board
·
Apr 2023
A Federated Learning-Based Framework for Ride-sourcing Traffic Demand Prediction
IEEE Transactions on Vehicular Technology
·
Jan 2023
2022
ST CrossingPose: A Spatial-Temporal Graph Convolutional Network for Skeleton-Based Pedestrian Crossing Intention Prediction
IEEE Transactions on Intelligent Transportation Systems
·
Nov 2022
Monocular Visual Traffic Surveillance: A Review
IEEE Transactions on Intelligent Transportation Systems
·
Sep 2022
Vehicle Redistribution in Ride-Sourcing Markets Using Convex Minimum Cost Flows
IEEE Transactions on Intelligent Transportation Systems
·
Aug 2022
Decentralised Multi-Agent Reinforcement Learning Approach for the Same-Day Delivery Problem
Transportation Research Record: Journal of the Transportation Research Board
·
Jun 2022
Integrated Path Planning and Task Assignment Model for On-Demand Last-Mile UAV-Based Delivery
Lecture Notes in Computer Science
·
Jan 2022
Adaptive Road Configurations for Improved Autonomous Vehicle-Pedestrian Interactions Using Reinforcement Learning
IEEE Transactions on Intelligent Transportation Systems
·
Jan 2022
2021
Spatial-Temporal Flows-Adaptive Street Layout Control Using Reinforcement Learning
Sustainability
·
Dec 2021
Reply to a discussion of ‘a research agenda on systems approaches to infrastructure’ by david elms
Civil Engineering and Environmental Systems
·
Oct 2021
Fast Collision Prediction for Autonomous Vehicles using a Stochastic Dynamics Model
2021 IEEE International Intelligent Transportation Systems Conference (ITSC)
·
Sep 2021
A Domain Adaptation Framework for Short-term Traffic Prediction
2021 IEEE International Intelligent Transportation Systems Conference (ITSC)
·
Sep 2021
Assignment and Pricing of Shared Rides in Ride-Sourcing Using Combinatorial Double Auctions
IEEE Transactions on Intelligent Transportation Systems
·
Sep 2021
Dynamic wireless power transfer system for electric‐powered connected and autonomous vehicle on urban road network
IET Intelligent Transport Systems
·
Jun 2021
Quantitative Risk Indices for Autonomous Vehicle Training Systems
arXiv
·
Jan 2021
2020
Dynamic modelling and optimisation of transportation systems in the connected era
Transportmetrica B: Transport Dynamics
·
Nov 2020
A research agenda on systems approaches to infrastructure
Civil Engineering and Environmental Systems
·
Oct 2020
Intelligent Management of On-street Parking Provision for the Autonomous Vehicles Era
2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC)
·
Sep 2020
Understanding and visualizing schedule deviations in construction projects using fault tree analysis
Engineering, Construction and Architectural Management
·
May 2020
Design of Hospital Delivery Networks Using Unmanned Aerial Vehicles
Transportation Research Record: Journal of the Transportation Research Board
·
Apr 2020
Urban network-wide traffic speed estimation with massive ride-sourcing GPS traces
Transportation Research Part C: Emerging Technologies
·
Mar 2020
Optimal supply chain resilience with consideration of failure propagation and repair logistics
Transportation Research Part E: Logistics and Transportation Review
·
Jan 2020
Optimal logistics planning for modular construction using multi-stage stochastic programming
Transportation Research Procedia
·
Jan 2020
Comparison of Fleet Size Determination Models for Horizontal Transportation of Shipping Containers Using Automated Straddle Carriers
Operations Research/Computer Science Interfaces Series
·
Jan 2020
Optimal hub selection for rapid medical deliveries using unmanned aerial vehicles
Transportation Research Part C: Emerging Technologies
·
Jan 2020
Optimal design of Rapid evacuation strategies in constrained urban transport networks
Transportmetrica A: Transport Science
·
Jan 2020
2019
Simulation and Evaluation of CAVs Behavior in an Isolated Signalized Intersection Equipped with Dynamic Wireless Power Transfer System
2019 IEEE Intelligent Transportation Systems Conference (ITSC)
·
Oct 2019
Risk-averse supply chain for modular construction projects
Automation in Construction
·
Oct 2019
Resilience assessment for interdependent urban infrastructure systems using dynamic network flow models
Reliability Engineering & System Safety
·
Aug 2019
Evaluation of port disruption impacts in the global liner shipping network
Journal of Shipping and Trade
·
Jun 2019
Modelling the impact of liner shipping network perturbations on container cargo routing: Southeast Asia to Europe application
Accident Analysis & Prevention
·
Feb 2019
2018
Dynamic Pricing in One-Sided Autonomous Ride-Sourcing Markets
2018 21st International Conference on Intelligent Transportation Systems (ITSC)
·
Nov 2018
Optimal logistics planning for modular construction using two-stage stochastic programming
Automation in Construction
·
Oct 2018
Integrated Trajectory-Location-Routing for Rapid Humanitarian Deliveries using Unmanned Aerial Vehicles
2018 Aviation Technology, Integration, and Operations Conference
·
Jun 2018
2017
Advances in Shipping Data Analysis and Modeling
Routledge
·
Nov 2017
Supply Chain Design for Modular Construction Projects
25th Annual Conference of the International Group for Lean Construction
·
Jul 2017
Global LNG trade: A comprehensive up to date analysis
Maritime Economics & Logistics
·
Mar 2017
Investigating Schedule Deviation in Construction Projects through Root Cause Analysis
Procedia Computer Science
·
Jan 2017
Establishing Outsourcing and Supply Chain Plans for Prefabricated Construction Projects Under Uncertain Productivity
Lecture Notes in Computer Science
·
Jan 2017
A Dynamic Network Flow Model for Interdependent Infrastructure and Supply Chain Networks with Uncertain Asset Operability
Lecture Notes in Computer Science
·
Jan 2017
2016
A multi-objective GA-based optimisation for holistic Manufacturing, transportation and Assembly of precast construction
Automation in Construction
·
Nov 2016
Spot sale of uncommitted LNG from Middle East: Japan or the UK?
Energy Policy
·
Sep 2016
Agent-based day-to-day traffic network model with information percolation
Transportmetrica A: Transport Science
·
Aug 2016
Strategic maritime container service design in oligopolistic markets
Transportation Research Part B: Methodological
·
Aug 2016
Scheduling co-operating stacking cranes with predetermined container sequences
Discrete Applied Mathematics
·
Mar 2016
Payback Period for Emissions Abatement Alternatives: Role of Regulation and Fuel Prices
Transportation Research Record: Journal of the Transportation Research Board
·
Jan 2016
Calibration and Validation of a Shared Space Model: Case Study
Transportation Research Record: Journal of the Transportation Research Board
·
Jan 2016
2015
Environmental Balance of Shipping Emissions Reduction Strategies
Transportation Research Record: Journal of the Transportation Research Board
·
Jan 2015
Strategic Maritime Container Transport Design in Oligopolistic Markets
Transportation Research Procedia
·
Jan 2015
Economic and Environmental Trade-Offs in Water Transportation
Greening of Industry Networks Studies
·
Jan 2015
2014
A strategic repositioning algorithm for bicycle-sharing schemes
Transportmetrica A: Transport Science
·
Apr 2014
Evaluation of cold ironing and speed reduction policies to reduce ship emissions near and at ports
Maritime Economics & Logistics
·
Apr 2014
Long-range Collision Avoidance for Shared Space Simulation based on Social Forces
Transportation Research Procedia
·
Jan 2014
2013
Risk Management in Port Operations, Logistics and Supply Chain Security
Informa Law from Routledge
·
Dec 2013
A cost-based maritime container assignment model
Transportation Research Part B: Methodological
·
Dec 2013
Introduction to network theory and game theory as frameworks for the analysis of critical infrastructure
Infrastructure Risk and Resilience: Transportation
·
Jan 2013
2011
A review of container terminal simulation models
Maritime Policy & Management
·
Sep 2011
A frequency-based maritime container assignment model
Transportation Research Part B: Methodological
·
Sep 2011
2010
An uncertainty-aware AGV assignment algorithm for automated container terminals
Transportation Research Part E: Logistics and Transportation Review
·
May 2010
2006
Large subway systems as complex networks
Physica A: Statistical Mechanics and its Applications
·
Jul 2006