Prediction model for COVID-19 Pandemic

The model we use for modeling the pandemic is shown in the following figure:

And the details of this model is given in the following figure:

We use the hospitalization data for tuning the parameters of this model and make predictions. In the following, the forecasts for the two states of Arizoa and California are shown:

The corresponding publication for the theoretical aspects of the model can be found in link.