This book[1], for example, deals with the dynamics of ordinary differential equations, is there anything similar to stochastic differential equations? Especially for infinite dimensional systems.
[1] Wiggins S, Golubitsky M. Introduction to applied nonlinear dynamical systems and chaos. New York: Springer, 2003.