Before revision: This paper presents a mathematical model and a parameter estimation technique for predicting the evolution of COVID-19 pandemic .
After revision: This paper presents a mathematical model and a parameter estimation technique for predicting the evolution of COVID-19 with the effects of time-dependent control actions using the data in Kazakhstan as a case study .