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07/24/2023
On the information-theoretic formulation of network participation
The participation coefficient is a widely used metric of the diversity o...
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01/28/2022
Unifying Pairwise Interactions in Complex Dynamics
Scientists have developed hundreds of techniques to measure the interact...
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07/14/2021
Nowcasting transmission and suppression of the Delta variant of SARS-CoV-2 in Australia
An outbreak of the Delta (B.1.617.2) variant of SARS-CoV-2 that began ar...
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03/23/2020
Modelling transmission and control of the COVID-19 pandemic in Australia
In this paper we develop an agent-based model for a fine-grained computa...
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03/09/2020
Exact Inference of Linear Dependence Between Multiple Autocorrelated Time Series
The ability to quantify complex relationships within multivariate time s...
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06/07/2018
Investigating Spatiotemporal Dynamics and Synchrony of Influenza Epidemics in Australia: An Agent-Based Modelling Approach
In this paper we present ACEMod, an agent-based modelling framework for ...
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11/02/2016
Inferring Coupling of Distributed Dynamical Systems via Transfer Entropy
In this work, we are interested in structure learning for a set of spati...
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05/23/2016