  In this article we present the second part of our historical survey on
quantum Monte Carlo methods. IWe focus on the simulations performed at a finite
temperature and based on the path-integral formulation of quantum mechanics. We
introduce the method and insist on the central role played by the description
of the transition to superfluidity for Helium 4.
