At low altitudes (below ~80km for Earth) the atmosphere is
sufficiently dense such that molecules undergo a vast number of collisions as
they move over the spacecraft. Under these conditions the gas can accurately be assumed to
behave as a continuum and the Navier-Stokes equations can be solved using
methods from Computational Fluid Dynamics (CFD). CFD methods are very mature and are capable of incorporating advanced
physical models such as chemical and thermal non-equilibrium, radiation, and
even ablation. For very high altitudes (above ~100km for Earth) the atmosphere
is rarefied to the point where molecules undergo far fewer collisions
invalidating the continuum assumptions inherent in the Navier-Stokes equations.
In this regime the most mature numerical method is the direct simulation Monte
Carlo (DSMC) method which is also capable of incorporating advanced physical
models. Since the DSMC method simulates the gas on the molecular scale it
provides accurate results in all regimes, however under continuum conditions,
large numbers of particles and collisions demand impractical computational
resources. Thus, in general, the DSMC method is used to simulate atmospheric
entry at high altitudes and CFD is used at lower altitudes. Of course there is a
large overlap regime in which the flow around the spacecraft exhibits regions of
both continuum flow and non-equilibrium or rarefied flow. For this reason
current research is not only focused on using CFD and DSMC to simulate the
aerothermodynamics of atmospheric entry, but also focuses on incorporating these
methods into a hybrid particle-continuum code.