Md. Graham et al., COMPUTATIONAL-EFFICIENCY AND APPROXIMATE INERTIAL MANIFOLDS FOR A BENARD CONVECTION SYSTEM, Journal of nonlinear science, 3(2), 1993, pp. 153-167
A computational comparison between classical Galerkin and approximate
inertial manifold (AIM) methods is performed for the case of two-dimen
sional natural convection in a saturated porous material. For predicti
on of Hopf and torus bifurcations far from convection onset, the impro
vements of the AIM method over the classical one are small or negligib
le. Two reasons are given for the lack of distinct improvement. First,
the small boundary layer length scale is the source of the instabilit
ies, so it cannot be modeled as a ''slave'' to the larger scales, as t
he AIM attempts to do. Second, estimates based on the Gevrey class reg
ularity of solutions to the governing equations show that the classica
l and AIM methods may be virtually equivalent. It is argued that these
two reasons are physical and mathematical reflections of one another.