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We present an epidemiological compartment model, SAIR(S), that explicitlycaptures the dynamics of asymptomatic infected individuals in an epidemicspread process. We first present a group model and then discuss networkedversions. We provide an investigation of equilibria and stability propertiesfor these models, and present simulation results illustrating the effects ofasymptomatic-infected individuals on the spread of the disease. We also discusslocal isolation effects on the epidemic dynamics in terms of the networkedmodels. Finally, we provide initial parameter estimation results based onsimple least-squares approaches and local test-site data.\par Keywords:Epidemic dynamics, networks, data-informed modeling, stability analysis,parameter estimation

On the Role of Asymptomatic Carriers in Epidemic Spread Processes