Simple statistical model for phase transitions
The Ising model describes particles with 2 possibles states (spin up, spin down) sitting on a lattice. The interaction is by neighbors.
In dimension at least 2, there is a phase transition: at low temperatures, the spins tend to align (ferromagnetic behavior), whereas for high temperature, the distribution is chaotic.
A nice introduction is given here: