The study of the magnetic properties of condensed matter is difficult but fascinating. Various phase transitions occur in systems at equilibrium. Physicists have introduced several models, that offer great mathematical challenges. I will review the motivation and some basic questions behind the Ising andHeisenberg models. I will discuss the random loop representations of the latter model, and the many questions around them.