Transport Systems & Logistics LaboratoryImperial College London

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.

2025

IntNet: A Communication-Driven Multi-Agent Reinforcement Learning Framework for Cooperative Autonomous Driving  (2025)  ·  Leandro Parada, Kevin Yu, Panagiotis Angeloudis  ·  IEEE Robotics and Automation Letters
Risk-Aware Stochastic Vehicle Trajectory Prediction With Spatial-Temporal Interaction Modeling  (2025)  ·  Yuxiang Feng, Qiming Ye, …, Yiannis Demiris, Panagiotis Angeloudis  ·  IEEE Open Journal of Intelligent Transportation Systems

2024

Evaluation of Air Traffic Network Resilience: A UK Case Study  (2024)  ·  Tianyu Zhao, Jose Escribano-Macias, …, Panagiotis Angeloudis, Washington Ochieng  ·  Aerospace
Driving intention understanding for autonomous vehicles: Current approaches and beyond  (2024)  ·  Yingji Xia, Ningke Xie, …, Der-Horng Lee, Xiqun (Michael) Chen  ·  Device
Temporally Correlated Deep Learning-Based Horizontal Wind-Speed Prediction  (2024)  ·  Lintong Li, Jose Escribano-Macias, …, Panagiotis Angeloudis, Washington Ochieng  ·  Sensors
Developing a novel approach in estimating urban commute traffic by integrating community detection and hypergraph representation learning  (2024)  ·  Yuhuan Li, Shaowu Cheng, …, Mohammed Quddus, Washington Yotto Ochieng  ·  Expert Systems with Applications
Development of a Digital Twin-Based Simulation System and A Novel Synthetic Video Dataset for Enhancing Computer Vision in Construction Site Safety  (2024)  ·  Zhengyu Wu, Yuxiang Feng, Yiannis Demiris, Panagiotis Angeloudis  ·  Computing in Construction
Enhancing air traffic operational efficiency by reducing network scale  (2024)  ·  Tianyu Zhao, Jose Escribano-Macias, …, Panagiotis Angeloudis, Washington Yotto Ochieng  ·  Aerospace Traffic and Safety
Towards a Universal Evaluation Model for Careful and Competent Autonomous Driving  (2024)  ·  Kethan Reddy, Elias Nassif, …, Mohammed Quddus, Washington Ochieng  ·  arXiv
Optimising Global Trade Flows in Energy Markets: A Network Flow Analysis of Natural Gas Supply During Geopolitical Disruptions  (2024)  ·  Josh Kirk, Panagiotis Angeloudis, Washington Ochieng  ·  Elsevier BV
Enhancing Autonomous Vehicle Training with Language Model Integration and Critical Scenario Generation  (2024)  ·  Hanlin Tian, Kethan Reddy, …, Yiannis Demiris, Panagiotis Angeloudis  ·  arXiv
Decentralised Motion Planning for Autonomous Mining Haulage Trucks using Prioritised Multi-Agent MPPI  (2024)  ·  Kenta Matsui, Fahmy Adan, Panagiotis Angeloudis  ·  IFAC-PapersOnLine
Bezier Everywhere All at Once: Learning Drivable Lanes as Bezier Graphs  (2024)  ·  H Blayney, H Tian, …, C Stetson, P Angeloudis  ·  Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
Predicting spatio-temporal traffic flow: a comprehensive end-to-end approach from surveillance cameras  (2024)  ·  Y Feng, Y Zhao, …, Y Demiris, P Angeloudis  ·  Transportmetrica B: Transport Dynamics 12 (1), 2380915, 2024

2023

Dual-branch spatio-temporal graph neural networks for pedestrian trajectory prediction  (2023)  ·  Xingchen Zhang, Panagiotis Angeloudis, Yiannis Demiris  ·  Pattern Recognition
An integrated vertiport placement model considering vehicle sizing and queuing: A case study in London  (2023)  ·  Jose Escribano Macias, Carl Khalife, Joseph Slim, Panagiotis Angeloudis  ·  Journal of Air Transport Management
Quantifying the Capability of Autonomous Robot-Assisted Distribution in Last-Mile: Insight from Rural to Urban Configurations  (2023)  ·  Yubin Liu, Keyang Zhang, Jose Escribano-Macias, Panagiotis Angeloudis  ·  2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
Constrained Multi-Agent Reinforcement Learning Policies for Cooperative Intersection Navigation and Traffic Compliance  (2023)  ·  Fahmy Adan, Yuxiang Feng, …, Mohammed Quddus, Washington Ochieng  ·  2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
Driving Style Classification Using Deep Temporal Clustering with Enhanced Explainability  (2023)  ·  Yuxiang Feng, Qiming Ye, …, Luis Marques, Panagiotis Angeloudis  ·  2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
An End-to-End Collaborative Learning Approach for Connected Autonomous Vehicles in Occluded Scenarios  (2023)  ·  Leandro Parada, Hanlin Tian, Jose Escribano, Panagiotis Angeloudis  ·  2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
Bi-Level Programming Approach for Optimal Charging Station Location and Traffic Assignment in Electric Autonomous Vehicle Systems  (2023)  ·  Run Hu, Zheyi Tang, …, Der-Horng Lee, Simon Hu  ·  2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
Scenario Gym: A Scenario-Centric Lightweight Simulator  (2023)  ·  Hamish Scott, Lorenzo Niccolini, …, Eduardo Candela, Panagiotis Angeloudis  ·  2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
Safety Standards for Autonomous Vehicles: Challenges and Way Forward  (2023)  ·  Elias Nassif, Hanlin Tian, …, Panagiotis Angeloudis, Washington Y. Ochieng  ·  2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
Real-time Dispatching for Autonomous Vehicles in Open-pit Mining Deployments using Deep Reinforcement Learning  (2023)  ·  Kenta Matsui, Jose Escribano, Panagiotis Angeloudis  ·  2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
Route planning for last-mile deliveries using mobile parcel lockers: A hybrid q-learning network approach  (2023)  ·  Yubin Liu, Qiming Ye, …, Eduardo Candela, Panagiotis Angeloudis  ·  Transportation Research Part E: Logistics and Transportation Review
Safe and efficient manoeuvring for emergency vehicles in autonomous traffic using multi-agent proximal policy optimisation  (2023)  ·  Leandro Parada, Eduardo Candela, Luis Marques, Panagiotis Angeloudis  ·  Transportmetrica A: Transport Science
Future reductions of China’s transport emissions impacted by changing driving behaviour  (2023)  ·  Yingji Xia, Chenlei Liao, …, Panagiotis Angeloudis, Ziyou Gao  ·  Nature Sustainability
Risk-aware controller for autonomous vehicles using model-based collision prediction and reinforcement learning  (2023)  ·  Eduardo Candela, Olivier Doustaly, …, Yiannis Demiris, Panagiotis Angeloudis  ·  Artificial Intelligence
Understanding common human driving semantics for autonomous vehicles  (2023)  ·  Yingji Xia, Maosi Geng, …, Ziyou Gao, Xiqun (Michael) Chen  ·  Patterns
Policy and Strategy Evaluation of Ridesharing Autonomous Vehicle Operation: A London Case Study  (2023)  ·  He-in Cheong, Jose Javier Escribano Macias, …, Arnab Majumdar, Panagiotis Angeloudis  ·  Transportation Research Record: Journal of the Transportation Research Board
Rapid Procedural Generation of Real World Environments for Autonomous Vehicle Testing  (2023)  ·  Y Feng, Q Ye, P Angeloudis  ·  ICRA 2023 Workshop Lab-to-Real Gap, 2023
Customer Behaviour Analysis for Coordinated Delivery Service Using Mobile Parcel Lockers and Autonomous Robots: A Congestion-Game Model  (2023)  ·  Y Liu, JJ Escribano Macias, …, Q Ye, P Angeloudis  ·  Available at SSRN 4549554, 2023
A Federated Learning-Based Framework for Ride-sourcing Traffic Demand Prediction  (2023)  ·  Simon Hu, Yin Ye, …, Leandro Parada, Chao Wu  ·  IEEE Transactions on Vehicular Technology

2022

ST CrossingPose: A Spatial-Temporal Graph Convolutional Network for Skeleton-Based Pedestrian Crossing Intention Prediction  (2022)  ·  Xingchen Zhang, Panagiotis Angeloudis, Yiannis Demiris  ·  IEEE Transactions on Intelligent Transportation Systems
A top-down integrated approach to define key vulnerability indices for disaster risk management at container terminals  (2022)  ·  Please Update Manually  ·  Proceedings of the International Conference on Natural Hazards and Infrastructure
Location-routing optimisation for urban logistics using mobile parcel locker based on hybrid Q-learning algorithm  (2022)  ·  Please Update Manually  ·  arXiv
Monocular Visual Traffic Surveillance: A Review  (2022)  ·  Xingchen Zhang, Yuxiang Feng, Panagiotis Angeloudis, Yiannis Demiris  ·  IEEE Transactions on Intelligent Transportation Systems
Vehicle Redistribution in Ride-Sourcing Markets Using Convex Minimum Cost Flows  (2022)  ·  Renos Karamanis, Eleftherios Anastasiadis, Marc Stettler, Panagiotis Angeloudis  ·  IEEE Transactions on Intelligent Transportation Systems
Decentralised Multi-Agent Reinforcement Learning Approach for the Same-Day Delivery Problem  (2022)  ·  Elvin Ngu, Leandro Parada, Jose Javier Escribano Macias, Panagiotis Angeloudis  ·  Transportation Research Record: Journal of the Transportation Research Board
Transferring Multi-Agent Reinforcement Learning Policies for Autonomous Driving using Sim-to-Real  (2022)  ·  Eduardo Candela, Leandro Parada, …, Yiannis Demiris, Panagiotis Angeloudis  ·  arXiv
Feasibility of Equity-driven Taxi Pricing Strategy based on Double Auction Mechanism in Bangkok Metropolitan Region, Thailand  (2022)  ·  H Cheong, JS Carcelen, …, A Majumdar, …  ·  Transportation Research Board 101st Annual Meeting (TRBAM 2022), 2022
Integrated Path Planning and Task Assignment Model for On-Demand Last-Mile UAV-Based Delivery  (2022)  ·  J Escribano, H Chang, P Angeloudis  ·  International Conference on Computational Logistics, 198-213, 2022
Novel trajectory prediction algorithm using a full dataset: comparison and ablation studies  (2022)  ·  A Shipman, D Mead, …, P Angeloudis, Y Demiris  ·  2022 IEEE 25th International Conference on Intelligent Transportation …, 2022
The competition and inefficiency in urban road last-mile delivery  (2022)  ·  K Zhang, JJ Escribano Macias, D Paccagnan, P Angeloudis  ·  Proceedings of the 21st International Conference on Autonomous Agents and …, 2022
Location-Routing Planning for Last-Mile Deliveries Using Mobile Parcel Lockers: A Hybrid Q-Learning Network Approach.  (2022)  ·  Y Liu, Q Ye, …, Y Feng, P Angeloudis  ·  CoRR, 2022
Approximate optimum curbside utilisation for pick-up and drop-off (PUDO) and parking demands using reinforcement learning  (2022)  ·  Q Ye, Y Feng, …, M Stettler, P Angeloudis  ·  2022 IEEE 25th International Conference on Intelligent Transportation …, 2022
Integrated Path Planning and Task Assignment Model for On-Demand Last-Mile UAV-Based Delivery  (2022)  ·  Jose Escribano, Huan Chang, Panagiotis Angeloudis  ·  Lecture Notes in Computer Science
Adaptive Road Configurations for Improved Autonomous Vehicle-Pedestrian Interactions Using Reinforcement Learning  (2022)  ·  Qiming Ye, Yuxiang Feng, …, Marc Stettler, Panagiotis Angeloudis  ·  IEEE Transactions on Intelligent Transportation Systems

2021

Spatial-Temporal Flows-Adaptive Street Layout Control Using Reinforcement Learning  (2021)  ·  Qiming Ye, Yuxiang Feng, …, Marc Stettler, Panagiotis Angeloudis  ·  Sustainability
Reply to a discussion of ‘a research agenda on systems approaches to infrastructure’ by david elms  (2021)  ·  Ana Mijic, Jennifer Whyte, …, Marc Stettler, Washington Ochieng  ·  Civil Engineering and Environmental Systems
Fast Collision Prediction for Autonomous Vehicles using a Stochastic Dynamics Model  (2021)  ·  Eduardo Candela, Yuxiang Feng, …, Yiannis Demiris, Panagiotis Angeloudis  ·  2021 IEEE International Intelligent Transportation Systems Conference (ITSC)
A Domain Adaptation Framework for Short-term Traffic Prediction  (2021)  ·  Junyi Li, Kaihang Zhang, …, Xiqun Michael Chen, Simon Hu  ·  2021 IEEE International Intelligent Transportation Systems Conference (ITSC)
Assignment and Pricing of Shared Rides in Ride-Sourcing Using Combinatorial Double Auctions  (2021)  ·  Renos Karamanis, Eleftherios Anastasiadis, Panagiotis Angeloudis, Marc Stettler  ·  IEEE Transactions on Intelligent Transportation Systems
Dynamic wireless power transfer system for electric‐powered connected and autonomous vehicle on urban road network  (2021)  ·  Qingyun Liu, Simon Hu, …, Qiang Yang, Yongfu Li  ·  IET Intelligent Transport Systems
A Reinforcement Learning-based Adaptive Control Model for Future Street Planning, An Algorithm and A Case Study  (2021)  ·  Qiming Ye, Yuxiang Feng, …, Marc Stettler, Panagiotis Angeloudis  ·  arXiv
Quantitative Risk Indices for Autonomous Vehicle Training Systems  (2021)  ·  Eduardo Candela, Yuxiang Feng, Panagiotis Angeloudis, Yiannis Demiris  ·  arXiv
A Decentralised Multi-Agent Reinforcement Learning Approach for the Same-Day Delivery Problem  (2021)  ·  E Ngu, L Parada, JJE Macias, P Angeloudis  ·  Transportation Research Board 101st Annual Meeting (TRBAM 2022), 2021

2020

On the Selection of Charging Facility Locations for EV-Based Ride-Hailing Services: A Computational Case Study  (2020)  ·  Eleftherios Anastasiadis, Panagiotis Angeloudis, …, Jose Escribano Macias, Marc Stettler  ·  Sustainability
Dynamic modelling and optimisation of transportation systems in the connected era  (2020)  ·  Andy H.F. Chow, Yong-Hong Kuo, Panagiotis Angeloudis, Michael G.H. Bell  ·  Transportmetrica B: Transport Dynamics
A research agenda on systems approaches to infrastructure  (2020)  ·  Jennifer Whyte, Ana Mijic, …, Marc E. J. Stettler, Washington Ochieng  ·  Civil Engineering and Environmental Systems
Intelligent Management of On-street Parking Provision for the Autonomous Vehicles Era  (2020)  ·  Qiming Ye, Simon M Stebbins, …, Marc Stettler, Panagiotis Angeloudis  ·  2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC)
Endogenous stochastic optimisation for relief distribution assisted with unmanned aerial vehicles  (2020)  ·  Jose Escribano Macias, Nils Goldbeck, …, Panagiotis Angeloudis, Washington Ochieng  ·  OR Spectrum
Agent-Based Modeling and Simulation for Systematic Operations of Shared Automated Electric Vehicles  (2020)  ·  Fugen Yao, Xiqun (Michael) Chen, Panagiotis Angeloudis, Wenwen Zhang  ·  CICTP 2020
Understanding and visualizing schedule deviations in construction projects using fault tree analysis  (2020)  ·  Pei-Yuan Hsu, Marco Aurisicchio, Panagiotis Angeloudis, Jennifer Whyte  ·  Engineering, Construction and Architectural Management
Design of Hospital Delivery Networks Using Unmanned Aerial Vehicles  (2020)  ·  Alejandra Otero Arenzana, Jose Javier Escribano Macias, Panagiotis Angeloudis  ·  Transportation Research Record: Journal of the Transportation Research Board
Urban network-wide traffic speed estimation with massive ride-sourcing GPS traces  (2020)  ·  Jingru Yu, Marc E.J. Stettler, …, Simon Hu, Xiqun (Michael) Chen  ·  Transportation Research Part C: Emerging Technologies
Identifying critical fleet sizes using a novel agent-based modelling framework for autonomous ride-sourcing  (2020)  ·  R Karamanis, H Cheong, …, M Stettler, P Angeloudis  ·  arXiv preprint arXiv:2011.11085, 2020
Optimal supply chain resilience with consideration of failure propagation and repair logistics  (2020)  ·  Nils Goldbeck, Panagiotis Angeloudis, Washington Ochieng  ·  Transportation Research Part E: Logistics and Transportation Review
Comparison of Fleet Size Determination Models for Horizontal Transportation of Shipping Containers Using Automated Straddle Carriers  (2020)  ·  Bani Anvari, Apostolos Ziakopoulos, …, Dimitris Pachakis, Panayotis Angeloudis  ·  Operations Research/Computer Science Interfaces Series
Optimal hub selection for rapid medical deliveries using unmanned aerial vehicles  (2020)  ·  Jose Escribano Macias, Panagiotis Angeloudis, Washington Ochieng  ·  Transportation Research Part C: Emerging Technologies
Optimal design of Rapid evacuation strategies in constrained urban transport networks  (2020)  ·  Jose Javier Escribano-Macias, Panagiotis Angeloudis, Ke Han  ·  Transportmetrica A: Transport Science

2019

Simulation and Evaluation of CAVs Behavior in an Isolated Signalized Intersection Equipped with Dynamic Wireless Power Transfer System  (2019)  ·  Qingyun Liu, Simon Hu, …, Qiang Yang, Yongfu Li  ·  2019 IEEE Intelligent Transportation Systems Conference (ITSC)
Risk-averse supply chain for modular construction projects  (2019)  ·  Pei-Yuan Hsu, Marco Aurisicchio, Panagiotis Angeloudis  ·  Automation in Construction
Resilience assessment for interdependent urban infrastructure systems using dynamic network flow models  (2019)  ·  Nils Goldbeck, Panagiotis Angeloudis, Washington Y. Ochieng  ·  Reliability Engineering & System Safety
Evaluation of port disruption impacts in the global liner shipping network  (2019)  ·  Pablo E. Achurra-Gonzalez, Panagiotis Angeloudis, …, Konstantinos Zavitsas, Marc E. J. Stettler  ·  Journal of Shipping and Trade
Modelling the impact of liner shipping network perturbations on container cargo routing: Southeast Asia to Europe application  (2019)  ·  Pablo E. Achurra-Gonzalez, Matteo Novati, …, Michael G.H. Bell, Panagiotis Angeloudis  ·  Accident Analysis & Prevention
A bilevel optimisation model for the selection of parking and charging facilities for EV-based ride-hailing services  (2019)  ·  E Anastasiadis, P Angeloudis, …, Q Ye, PY Hsu

2018

Dynamic Pricing in One-Sided Autonomous Ride-Sourcing Markets  (2018)  ·  Renos Karamanis, Panagiotis Angeloudis, Aruna Sivakumar, Marc Stettler  ·  2018 21st International Conference on Intelligent Transportation Systems (ITSC)
Optimal logistics planning for modular construction using two-stage stochastic programming  (2018)  ·  Pei-Yuan Hsu, Panagiotis Angeloudis, Marco Aurisicchio  ·  Automation in Construction
Integrated Trajectory-Location-Routing for Rapid Humanitarian Deliveries using Unmanned Aerial Vehicles  (2018)  ·  Jose Javier Escribano Macias, Panagiotis Angeloudis, Washington Ochieng  ·  2018 Aviation Technology, Integration, and Operations Conference
Market dynamics between public transport and competitive ride-sourcing providers  (2018)  ·  R Karamanis, P Angeloudis, A Sivakumar, M Stettler
Unlocking the potential of future cities through sustainable and resilient infrastructure  (2018)  ·  N Goldbeck, P Angeloudis  ·  Defining the Urban: Interdisciplinary and professional perspectives, 128-140, 2018
Optimal logistics planning for modular construction using two-stage stochastic programming  (2018)  ·  PY Hsu, P Angeloudis, M Aurisicchio  ·  Automation in construction 94, 47-61, 2018

2017

Advances in Shipping Data Analysis and Modeling  (2017)  ·  Routledge
Supply Chain Design for Modular Construction Projects  (2017)  ·  Pei-Yuan Hsu, Marco Aurisicchio, Panagiotis Angeloudis  ·  Annual Conference of the International Group for Lean Construction
Global LNG trade: A comprehensive up to date analysis  (2017)  ·  Hamed Nikhalat-Jahromi, Panagiotis Angeloudis, Michael G H Bell, Robert A Cochrane  ·  Maritime Economics & Logistics
A fleet sizing algorithm for autonomous car sharing  (2017)  ·  R Karamanis, A Niknejad, P Angeloudis  ·  Transportation Research Board 96th Annual MeetingTransportation Research Board, 2017
Attacker-defender modelling of vulnerability in maritime logistics corridors  (2017)  ·  P Achurra-Gonzalez, P Angeloudis, …, A Niknejad, DJ Graham  ·  Advances in Shipping Data Analysis and Modeling, 297-315, 2017
Sustainable smart cities: applying complexity science to achieve urban sustainability  (2017)  ·  U Sengupta, CNH Doll, …, P Angeloudis, …  ·  United Nations University Press, 2017
Defining the urban  (2017)  ·  D Iossifova, CNH Doll, A Gasparatos  ·  Taylor & Francis, 2017
Investigating Schedule Deviation in Construction Projects through Root Cause Analysis  (2017)  ·  Pei-Yuan Hsu, Marco Aurisicchio, Panagiotis Angeloudis  ·  Procedia Computer Science
Establishing Outsourcing and Supply Chain Plans for Prefabricated Construction Projects Under Uncertain Productivity  (2017)  ·  Pei-Yuan Hsu, Marco Aurisicchio, Panagiotis Angeloudis  ·  Lecture Notes in Computer Science
A Dynamic Network Flow Model for Interdependent Infrastructure and Supply Chain Networks with Uncertain Asset Operability  (2017)  ·  Nils Goldbeck, Panagiotis Angeloudis, Washington Y. Ochieng  ·  Lecture Notes in Computer Science

2016

A multi-objective GA-based optimisation for holistic Manufacturing, transportation and Assembly of precast construction  (2016)  ·  B. Anvari, P. Angeloudis, W.Y. Ochieng  ·  Automation in Construction
Spot sale of uncommitted LNG from Middle East: Japan or the UK?  (2016)  ·  Hamed Nikhalat-Jahromi, Michael G.H. Bell, …, Robert A. Cochrane, Panagiotis Angeloudis  ·  Energy Policy
Agent-based day-to-day traffic network model with information percolation  (2016)  ·  Wenlong Shang, Ke Han, Washington Ochieng, Panagiotis Angeloudis  ·  Transportmetrica A: Transport Science
Strategic maritime container service design in oligopolistic markets  (2016)  ·  Panagiotis Angeloudis, Luciano Greco, Michael G.H. Bell  ·  Transportation Research Part B: Methodological
Scheduling co-operating stacking cranes with predetermined container sequences  (2016)  ·  Dirk Briskorn, Panagiotis Angeloudis  ·  Discrete Applied Mathematics
Assessing autonomous vehicle impact on urban traffic emissions and intersection performance  (2016)  ·  K Zavitsas, S Hu, …, P Angeloudis, J Polak  ·  Transportation Research Board 95th Annual MeetingTransportation Research Board, 2016
Payback Period for Emissions Abatement Alternatives: Role of Regulation and Fuel Prices  (2016)  ·  Thalis Zis, Panagiotis Angeloudis, Michael G. H. Bell, Harilaos N. Psaraftis  ·  Transportation Research Record: Journal of the Transportation Research Board
Calibration and Validation of a Shared Space Model: Case Study  (2016)  ·  Bani Anvari, Michael G. H. Bell, Panagiotis Angeloudis, Washington Y. Ochieng  ·  Transportation Research Record: Journal of the Transportation Research Board

2015

Modelling the effects of port disruptions: assessment of disaster impacts using a cost-based container flow assignment in liner shipping networks  (2015)  ·  M Novati, PE Achurra-Gonzalez, …, MGH Bell, …  ·  Transportation Research Board (TRB) 94th Annual Meeting, 2015
Environmental Balance of Shipping Emissions Reduction Strategies  (2015)  ·  Thalis Zis, Robin J. North, …, Washington Y. Ochieng, Michael G. H. Bell  ·  Transportation Research Record: Journal of the Transportation Research Board
Strategic Maritime Container Transport Design in Oligopolistic Markets  (2015)  ·  Panagiotis Angeloudis, Luciano Greco, Michael G H Bell  ·  Transportation Research Procedia
Economic and Environmental Trade-Offs in Water Transportation  (2015)  ·  Thalis Zis, Panagiotis Angeloudis, Michael G. H. Bell  ·  Greening of Industry Networks Studies

2014

A strategic repositioning algorithm for bicycle-sharing schemes  (2014)  ·  Panagiotis Angeloudis, Jun Hu, Michael G. H. Bell  ·  Transportmetrica A: Transport Science
Evaluation of cold ironing and speed reduction policies to reduce ship emissions near and at ports  (2014)  ·  Thalis Zis, Robin Jacob North, …, Washington Yotto Ochieng, Michael Geoffrey Harrison Bell  ·  Maritime Economics & Logistics
Prediction of Potential Conflicts and Velocity Optimisation of Long-range Collision Avoidance for Force-based Shared Space Simulation  (2014)  ·  B Anvari, M Bell, P Angeloudis, W Ochieng  ·  International Conference on Pedestrian and Evacuation Dynamics, 2014
Effects of speed reduction policies near ports  (2014)  ·  T Zis, RJ North, …, WY Ochieng, MGH Bell  ·  Transportation Research Board 93rd Annual MeetingTransportation Research Board, 2014
Long-range Collision Avoidance for Shared Space Simulation based on Social Forces  (2014)  ·  Bani Anvari, Michael G.H. Bell, Panagiotis Angeloudis, Washington Y. Ochieng  ·  Transportation Research Procedia

2013

Risk Management in Port Operations, Logistics and Supply Chain Security  (2013)  ·  Khalid Bichou, Michael Bell, Andrew Evans  ·  Informa Law from Routledge
A cost-based maritime container assignment model  (2013)  ·  Michael G.H. Bell, Xin Liu, Jeremy Rioult, Panagiotis Angeloudis  ·  Transportation Research Part B: Methodological
Introduction to network theory and game theory as frameworks for the analysis of critical infrastructure  (2013)  ·  Urszula Kanturska, Panagiotis Angeloudis  ·  Infrastructure Risk and Resilience: Transportation
A systematic evaluation of alternative options for the reduction of vessel emissions in ports  (2013)  ·  T Zis, RJ North, P Angeloudis, MGH Bell  ·  Transportation Research Board 92nd Annual MeetingTransportation Research Board, 2013
Security and reliability of the liner container-shipping network: analysis of robustness using a complex network framework  (2013)  ·  P Angeloudis, K Bichou, MGH Bell  ·  Risk Management in Port Operations, Logistics and Supply Chain Security, 95-105, 2013

2011

A review of container terminal simulation models  (2011)  ·  Panagiotis Angeloudis, Michael G. H. Bell  ·  Maritime Policy & Management
A frequency-based maritime container assignment model  (2011)  ·  Michael G.H. Bell, Xin Liu, …, Achille Fonzone, Solmaz Haji Hosseinloo  ·  Transportation Research Part B: Methodological

2010

An uncertainty-aware AGV assignment algorithm for automated container terminals  (2010)  ·  Panagiotis Angeloudis, Michael G.H. Bell  ·  Transportation Research Part E: Logistics and Transportation Review

2009

Uncertainty-aware assignment techniques for automated guided vehicles in maritime cotainer terminals  (2009)  ·  P Angeloudis  ·  Imperial College London, 2009

2006

Large subway systems as complex networks  (2006)  ·  Panagiotis Angeloudis, David Fisk  ·  Physica A: Statistical Mechanics and its Applications

For a list of our research initiatives, visit our projects page.