Publications

Agent-based models of the United States wealth distribution with Ensemble Kalman Filter

The distribution of wealth is central to economic, social, and environmental dynamics. The release of high-frequency distributional data…

Yannick Oswald, Nick Malleson, Keiran Suchak

Towards a general framework for co-location

Previous studies into co-location exist in a variety of fields such as epidemiology and human mobility. In each field, researchers are…

Keiran Suchak, Ed Manley

Influencing transport-health interactions through incentivised mode switch using new data and models

In this study we present a ‘proof-of-concept’ model using novel model integration and new forms of data that addresses the research…

Gillian Harrison, Yuanxuan Yang, Keiran Suchak, Susan M. Grant-Muller, Simon Shephard, Frances C. Hodgson

Coupling an agent-based model and an ensemble Kalman filter for real-time crowd modelling

Agent-based modelling has emerged as a powerful tool for modelling systems that are driven by discrete, heterogeneous individuals and has…

Keiran Suchak, Minh Kieu, Yannick Oswald, Jonathan A. Ward, Nick Malleson

An agent-based model of the 2020 international policy diffusion in response to the COVID-19 pandemic with particle filter

Global problems, such as pandemics and climate change, require rapid international coordination and diffusion of policy. These phenomena…

Yannick Oswald, Nick Malleson, Keiran Suchak

An agent-based model of heterogeneous driver behaviour and its impact on energy consumption and costs in urban space

By 2020, over 100 countries had expanded electric and plug-in hybrid electric vehicle (EV/PHEV) technologies, with global sales surpassing…

Sedar Olmez, Jason Thompson, Ellie Marfleet, Keiran Suchak, Alison Heppenstall, Ed Manley, Annabel Whipp, Rajith Vidanaarachchi

Simplifying the interpretation of continuous time models for spatio-temporal networks

Autoregressive and moving average models for temporally dynamic networks treat time as a series of discrete steps which assumes even…

Sarah C. Gadd, Alexis Comber, Mark S. Gilthorpe, Keiran Suchak, Alison Heppenstall

Exploring the impact of driver adherence to speed limits and the interdependence of roadside collisions in an urban environment: an agent-based modelling approach

Roadside collisions are a significant problem faced by all countries. Urbanisation has led to an increase in traffic congestion and…

Sedar Olmez, Liam Douglas-Mann, Ed Manley, Keiran Suchak, Alison Heppenstall, Dan Birks, Annabel Whipp