A very simple stochastic growth model on a lattice is the Richardson's model (Actually originally defined by Murray Eden in the 60s).
Each point of the lattice can be either occupied or vacant, once they are occupied they remain so forever, and vacant points become occupied at a rate equal to the fraction of the occupied neighbours (so a point can become occupied only if at least one of its neighbours is occupied). Eventually all points will be occupied, but the limiting shape of the aggregation of occupied points roughly looks like a circle. There is a link (1) that discuss a bit more about this model and gives a few papers. However none of these papers are recent.
Question: I would be curious to know if there are still some interesting open problems on this model, and more interestingly, if despite its simplicity this model can accurately describes any real biological phenomena.
(I can easily imagine that this model can be seen as a special case of some epidemic model on a lattice, but this is not really what this post aims at)
Here is a picture (black vacant, white occupied) that I took from Eden's original paper
link: https://services.math.duke.edu/~rtd/survey/survc1.html
original article : Eden, Murray. "A two-dimensional growth process." Proceedings of the fourth Berkeley symposium on mathematical statistics and probability. Vol. 4. University of California Press Berkeley, 1961.