Characterizing stages of COVID-19 epidemics: a nonlinear physics perspective based on amplitude equationsT. D. Frank and J. SmuckerEur. Phys. J. Spec. Top., 231 18-20 (2022) 3403-3418DOI: https://doi.org/10.1140/epjs/s11734-022-00530-9