  In this paper, we begin by reviewing a certain number of mathematical
challenges posed by the modelling of collective dynamics and self-organization.
Then, we focus on two specific problems, first, the derivation of fluid
equations from particle dynamics of collective motion and second, the study of
phase transitions and the stability of the associated equilibria.
