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Showing 1 to 2 of 2 for “"Data-informed modeling"”.

  1. Analysis of epidemic processes over networks: asymptomatic cases and the SAIRS model

    … model parameters from local test-sites data with simple least-square approaches, two simulations are presented. One illustrates the effects of asymptomatic-infected individuals on the epidemic spread process with different level of control policies, the other shows the influence of …

    uiuc Repository record for Analysis of epidemic processes over networks: asymptomatic cases and the SAIRS model (opens in a new tab)

  2. Applications of jump processes in epidemiology and neuroscience

    … The first contribution of this thesis is a data-informed approach for analysis, validation and identification of compartmental models in epidemiology. We propose that the ad-hoc process of building compartmental models can be improved by a framework grounded in the continuous-time Markov …

    uiuc Repository record for Applications of jump processes in epidemiology and neuroscience (opens in a new tab)