This Webinar brings together a small fraction of Brazilian and foreigners researchers who will present their contributions in terms of mathematical models on the dynamics of COVID-19. The target audience is comprehensive and should reflect the interest that the subject has aroused in a lot of specialties that, directly or indirectly, deal with quantitative models of dynamic phenomena of the most varied natures.