Before revision:  Experiments  on the simulated data show that the proposed approach can qualitatively reproduce the discontinuities of the underlying dynamics. To extend this research to real data as well as to help researchers worldwide to fight against COVID-19, the author releases his research platform as an open-source package .
After revision:  Experiments on the simulated data demonstrate that our approach can reproduce these discontinuities and precisely depict the epidemics .