Modelling discontinuities and Kelvin-Helmholtz instabilities in SPH
arXiv:0709.2772 · doi:10.1016/j.jcp.2008.08.011
Abstract
In this paper we discuss the treatment of discontinuities in Smoothed Particle Hydrodynamics (SPH) simulations. In particular we discuss the difference between integral and differential representations of the fluid equations in an SPH context and how this relates to the formulation of dissip ative terms for the capture of shocks and other discontinuities. This has important implications for many problems, in particular related to recently highlighted problems in treating Kelvin-Helmholtz instabilities across entropy gradients in SPH. The specific problems pointed out by Agertz et al. (2007) are shown to be related in particular to the (lack of) treatment of contact discontinuities in standard SPH formulations which can be cured by the simple application of an artificial thermal conductivity term. We propose a new formulation of artificial thermal conductivity in SPH which minimises dissipation away from discontinuities and can therefore be applied quite generally in SPH calculations.
31 pages, 10 figures, submitted to J. Comp. Phys. Movies + hires version available at http://www.astro.ex.ac.uk/people/dprice/pubs/kh/ . v3: modified as per referee's comments - comparison with Ritchie & Thomas formulation added, quite a few typos fixed. No major change in method
References in corpus (14)
- Cosmological SPH simulations: The entropy equation
- SPLASH: An interactive visualisation tool for Smoothed Particle Hydrodynamics simulations
- Fundamental differences between SPH and grid methods
- An energy-conserving formalism for adaptive gravitational force softening in SPH and N-body codes
- Reformulation of Smoothed Particle Hydrodynamics with Riemann Solver
- SPH compressible turbulence
- Multiphase Smoothed-Particle Hydrodynamics
- Smoothed Particle Magnetohydrodynamics II. Variational principles and variable smoothing length terms
- Smoothed Particle Magnetohydrodynamics III. Multidimensional tests and the div B = 0 constraint
- Variable Smoothing Lengths and Energy Conservation in Smoothed Particle Hydrodynamics
- MAGMA: a 3D, Lagrangian magnetohydrodynamics code for merger applications
- Smoothed Particle Magnetohydrodynamics I. Algorithms and tests in one dimension
- Smoothed particle hydrodynamics for galaxy formation simulations: improved treatments of multiphase gas, of star formation and of supernovae feedback
- Adaptive smoothing lengths in SPH
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