Abstract
We derive and asymptotically analyze mass-action models for disease spread that include transient pair formation and dissociation. Populations of unpaired susceptible individuals and infected individuals are distinguished from the population of three types of pairs of individuals: both susceptible, one susceptible and one infected, and both infected. Disease transmission can occur only within a pair consisting of one susceptible individual and one infected individual. We use perturbation expansion to formally derive uniformly valid approximations for the dynamics of the total infected and susceptible populations under different conditions including combinations of fast association, fast transmission, and fast dissociation limits. The effective equations are derived from the fundamental mass-action system without implicitly imposing transmission mechanisms, such as those used in frequency-dependent models. Our results represent submodels that show how effective nonlinear transmission can arise from pairing dynamics and are juxtaposed with density-based mass-action and frequency-based models.
| Original language | English |
|---|---|
| Article number | 032306 |
| Journal | Physical Review E |
| Volume | 103 |
| Issue number | 3 |
| Online published | 12 Mar 2021 |
| DOIs | |
| Publication status | Published - Mar 2021 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 3 Good Health and Well-being
RGC Funding Information
- RGC-funded
Fingerprint
Dive into the research topics of 'Uniformly accurate nonlinear transmission rate models arising from disease spread through pair contacts'. Together they form a unique fingerprint.Projects
- 1 Finished
-
GRF: Dynamics of Noise-Driven Inelastic Particle Systems
WYLIE, J. J. (Principal Investigator / Project Coordinator) & Mertz, L. (Co-Investigator)
1/01/16 → 25/05/20
Project: Research
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