We present the phi-calculus, an extension of the pi-calculus which allows interaction of mobile processes with a continuous environment specified by ordinary differential equations. We present some examples, in particular Petri nets, which are easily and naturally represented in the formalism, and we show a new kind of congruence result for weak bisimulation in the environment of continuous flows.