The conference Diffieties, Cohomological Physics, and Other Animals will focus on the topics related to the scientific heritage of A.M. Vinogradov, who passed away on 20 of September 2019 at the age of 81 and is dedicated to his memory. These topics are: geometry and algebra of differential equations, differential geometry, cohomological methods in physics, differential structures related to various brackets, etc.