The stochastic convection diffusion equation is solved with the generalized PC expansion.
The Fourier spectral method is employed to spatial discretization.
The implicit–explicit scheme doesn’t work well for the 2D model problems.
Generalized PC expansion is efficient compared to the Monte Carlo simulation.