Many scaling limits in statistical mechanics and probability theory are reduced to the study of suitable partition functions that are often combinatorial quantities counting certain configurations.
In many cases we may recast the analysis of a partition function as a large deviation problem. In particular, I discuss the scaling limits for two models: self-avoiding random walk and nonlinear Schrodinger Equation.