How is the number of successful collisions in a time-step distributed?

In a spatial homogeneous reaction system with two different molecules, how is the number of collisions which will lead to a reaction in a fixed time-step distributed?


My guess: Poisson distribution, as collisions are Bernoulli-experiments, usually have a low probability for success and the number of trials are huge.


