Bayesian Reasoning and Artificial Intelligence against COVID-19 Michael Gr. Voskoglou1*, Abdel-Badeeh M. Salem2 Abstract The article focuses on the potential role of Probability Theory and Artificial Intelligence in the battle against the pandemic of COVID-19, which, starting from China on December 2019, has created a chaos in the world economy