Gradient Bounds for Kolmogorov Type Diffusions

We study gradient bounds and other functional inequalities for the diffusion semigroup generated by Kolmogorov type operators. The focus is on two different methods: coupling techniques and generalized $\mathrm{\Gamma }$-calculus techniques. The advantages and drawbacks of each of these methods are discussed.