Managing spatio-temporal heterogeneity of susceptibles by embedding it into an homogeneous model: A mechanistic and deep learning study
Fig 4
Model calibrations and solutions.
(a) Training result of the UDE model (red dashed curve) and the best fitting result of the mechanistic model (blue solid curve), here the blue shaded area is the 95% confidence interval of the fitting result of the mechanistic model. (b) Estimated effective reproduction number from the two models. (c) Estimated recruitment rate of the susceptible population f(t). (d)-(g) Solutions of the UDE model and the mechanistic model by fixing the parameters and initial conditions as the estimated values listed in Table 1.