S. Jin et al., DIFFUSIVE RELAXATION SCHEMES FOR MULTISCALE DISCRETE-VELOCITY KINETIC-EQUATIONS, SIAM journal on numerical analysis (Print), 35(6), 1998, pp. 2405-2439
Many kinetic models of the Boltzmann equation have a diffusive scaling
that leads to the Navier-Stokes-type parabolic equations, such as the
heat equation, the porous media equations, the advection-diffusion eq
uation, and the viscous Burgers equation. In such problems the diffusi
ve relaxation parameter may differ in several orders of magnitude from
the rarefied regimes to the hydrodynamic (diffusive) regimes, and it
is desirable to develop a class of numerical schemes that can work uni
formly with respect to this relaxation parameter. Earlier approaches t
hat work from the rarefied regimes to the Euler regimes do not directl
y apply to these problems since here, in addition to the stiff relaxat
ion term, the convection term is also stiff. Our idea is to reformulat
e the problem in the form commonly used for the relaxation schemes to
conservation laws by properly combining the stiff component of the con
vection terms into the relaxation term. This, however, introduces new
difficulties due to the dependence of the stiff source term on the gra
dient. We show how to overcome this new difficulty with an adequately
designed, economical discretization procedure for the relaxation term.
These schemes are shown to have the correct diffusion limit. Several
numerical results in one and two dimensions are presented, which show
the robustness, as well as the uniform accuracy, of our schemes.