Richards model revisited: Validation by and application to infection dynamics

► Revisit Richards model from SIR model. ► Four parameters in either Richards or SIR model are redundant in data fitting. ► Propose a constraint to tackle the over fitting problem. ► Conduct numerical simulations for real time prediction of several diseases. ► Provide stable forecast of final outbreak size and basic reproduction number.