Parameter estimation for Ginzburg-Landau equation via implicit sampling

We estimate the parameters for the Ginzburg-Landau equation which models the phenomenon of vortex shedding in flows past a circular cylinder. In this paper, we apply implicit sampling to sample the posterior probability density of the parameter estimation problem. We illustrate the solving procedure in detail and demonstrate the method is efficient with numerical simulation.