Exactly calculating the chances of some particular outcome of that process, with many, many particles interacting, is hard to the point of impossibility. But simulating it, with each interaction being like turning over a new card, provides an alternative.
think of investing the problem. see the probability you end up with in a sample to calculate a close enough probability.