“…Hypocoercivity methods go back to Villani ( [1]), were further developed by Dolbeault, Mouhot and Schmeiser ( [2]) as well as Grothaus and Stilgenbauer ([3]), and generalized by Grothaus and Wang ([4]) to the case with weak Poincaré inequalities. Since then, the latter have been successfully used to derive concrete convergence rates for solutions to degenerate Fokker-Planck partial differential equations, see for example [5,6,7], where last mentioned reference allows for velocity-dependent second-order coefficients. In order to obtain the rate of convergence to their stationary solution and to their equilibrium measure for solutions to degenerate stochastic differential equations, respectively, it is assumed that a Poincaré inequality exists for the measure induced by the potential giving the force.…”