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Data Assimilation for Agent-Based Models: Applications to Civil Emergencies

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Publications

Quantifying the ambient population using hourly population footfall data and an agent-based model of daily mobility

Author(s): Tomas Crols, Nick Malleson
Published in: GeoInformatica, Issue 23/2, 2019, Page(s) 201-220, ISSN 1384-6175
DOI: 10.1007/s10707-019-00346-1

A stochastic schedule-following simulation model of bus routes

Author(s): Le-Minh Kieu, Dong Ngoduy, Nicolas Malleson, Edward Chung
Published in: Transportmetrica B: Transport Dynamics, Issue 7/1, 2019, Page(s) 1588-1610, ISSN 2168-0566
DOI: 10.1080/21680566.2019.1670118

Dealing with uncertainty in agent-based models for short-term predictions

Author(s): Le-Minh Kieu, Nicolas Malleson, Alison Heppenstall
Published in: Royal Society Open Science, Issue 7/1, 2020, Page(s) 191074, ISSN 2054-5703
DOI: 10.1098/rsos.191074

Simulating Crowds in Real Time with Agent-Based Modelling and a Particle Filter

Author(s): Nick Malleson, Kevin Minors, Le-Minh Kieu, Jonathan A. Ward, Andrew West, Alison Heppenstall
Published in: Journal of Artificial Societies and Social Simulation, Issue 23/3, 2020, ISSN 1460-7425
DOI: 10.18564/jasss.4266

On the Development of Digital Twins of Social Systems.

Author(s): Dan Birks, Alison Heppenstall, Nick Malleson
Published in: 24th European Conference on Artificial Intelligence - ECAI 2020, 2020

Building Cities from Slime Mould, Agents and Quantum Field Theory

Author(s): Alison Heppenstall, Nick Malleson
Published in: AAMAS '20: Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems, 2020

Finding the maximum-a-posteriori behaviour of agents in an agent-based model

Author(s): Daniel Tang
Published in: arXiv [cs.MA], 2020

Dealing with uncertainty in agent-based models for short-term predictions

Author(s): Le-Minh Kieu, Nicolas Malleson, Alison Heppenstall
Published in: arXiv [cs.MA], 2020

Simulating Crowds in Real Time with Agent-Based Modelling and a Particle Filter

Author(s): Nick Malleson, Kevin Minors, Le-Minh Kieu, Jonathan A. Ward, Andrew A. West, Alison Heppenstall
Published in: arXiv [cs.MA], 2020

Data assimilation in Agent-based models using creation and annihilation operators

Author(s): Daniel Tang
Published in: arXiv [cs.MA], 2020

Towards Real-Time Crowd Simulation Under Uncertainty Using an Agent-Based Model and an Unscented Kalman Filter

Author(s): Robert Clay, Le-Minh Kieu, Jonathan A. Ward, Alison Heppenstall, Nick Malleson
Published in: Advances in Practical Applications of Agents, Multi-Agent Systems, and Trustworthiness. The PAAMS Collection - 18th International Conference, PAAMS 2020, L'Aquila, Italy, October 7–9, 2020, Proceedings, Issue 12092, 2020, Page(s) 68-79
DOI: 10.1007/978-3-030-49778-1_6