442 citations · 521 across the 5 of their papers we have counts for
3 papers · 1 filter
The effects of local homogeneity assumptions in metapopulation models of infectious disease
Cameron Zachreson, Sheryl Chang, Nathan Harding +1
Computational models of infectious disease can be broadly categorized into two types: individual-based (Agent-based), or compartmental models. While compartmental models can be str…
Modelling transmission and control of the COVID-19 pandemic in Australia
Sheryl L. Chang, Nathan Harding, Cameron Zachreson +2
There is a continuing debate on relative benefits of various mitigation and suppression strategies aimed to control the spread of COVID-19. Here we report the results of agent-base…
Thermodynamic efficiency of contagions: A statistical mechanical analysis of the SIS epidemic model
Nathan Harding, Ramil Nigmatullin, Mikhail Prokopenko
We present a novel approach to the study of epidemics on networks as thermodynamic phenomena, considering the thermodynamic efficiency of contagions, considered as distributed comp…