L. Pareschi et Re. Caflisch, An implicit Monte arlo method for rarefied gas dynamics - 1. The space homogeneous case, J COMPUT PH, 154(1), 1999, pp. 90-116
For the space homogeneous Boltzmann equation, we formulate a hybrid Monte C
arlo method that is robust in the fluid dynamic limit. This method is based
on an analytic representation of the solution over a single time step and
involves implicit time differencing derived from a suitable power series ex
pansion of the solution (a generalized Wild expansion), A class of implicit
, yet explicitly implementable, numerical schemes is obtained by substituti
ng a Maxwellian distribution in place of the high order terms in the expans
ion. The numerical solution is represented as a convex combination of a non
-equilibrium particle distribution and a Maxwellian. The hybrid distributio
n is then evolved by Monte Carlo using the implicit formulation for the tim
e evolution. Computational simulations of spatially homogeneous problems by
our method are presented here for the Kac model and for the variable hard
sphere model (including Maxwell molecules). Comparison to exact solutions a
nd to direct simulation Monte Carlo (DSMC) computations shows die robustnes
s and the efficiency of the new method, (C) 1999 Academic Press.