Algorithmic comparisons of decaying, isothermal, supersonic turbulence
arXiv:0810.4599 · doi:10.1051/0004-6361/200811170
Abstract
Contradicting results have been reported in the literature with respect to the performance of the numerical techniques employed for the study of supersonic turbulence. We aim at characterising the performance of different particle-based and grid-based techniques on the modelling of decaying supersonic turbulence. Four different grid codes (ENZO, FLASH, TVD, ZEUS) and three different SPH codes (GADGET, PHANTOM, VINE) are compared. We additionally analysed two calculations denoted as PHANTOM A and PHANTOM B using two different implementations of artificial viscosity. Our analysis indicates that grid codes tend to be less dissipative than SPH codes, though details of the techniques used can make large differences in both cases. For example, the Morris & Monaghan viscosity implementation for SPH results in less dissipation (PHANTOM B and VINE versus GADGET and PHANTOM A). For grid codes, using a smaller diffusion parameter leads to less dissipation, but results in a larger bottleneck effect (our ENZO versus FLASH runs). As a general result, we find that by using a similar number of resolution elements N for each spatial direction means that all codes (both grid-based and particle-based) show encouraging similarity of all statistical quantities for isotropic supersonic turbulence on spatial scales k<N/32 (all scales resolved by more than 32 grid cells), while scales smaller than that are significantly affected by the specific implementation of the algorithm for solving the equations of hydrodynamics. At comparable numerical resolution, the SPH runs were on average about ten times more computationally intensive than the grid runs, although with variations of up to a factor of ten between the different SPH runs and between the different grid runs. (abridged)
accepted by A&A, 22 pages, 14 figures
References in corpus (30)
- Theory of Star Formation
- SPLASH: An interactive visualisation tool for Smoothed Particle Hydrodynamics simulations
- The Statistics of Supersonic Isothermal Turbulence
- Analytical theory for the initial mass function: CO clumps and prestellar cores
- The Density Probability Distribution in Compressible Isothermal Turbulence: Solenoidal versus Compressive Forcing
- An energy-conserving formalism for adaptive gravitational force softening in SPH and N-body codes
- Simulating the formation of molecular clouds. II. Rapid formation from turbulent initial conditions
- Numerical simulations of compressively driven interstellar turbulence: I. Isothermal gas
- The Fractal Density Structure in Supersonic Isothermal Turbulence: Solenoidal versus Compressive Energy Injection
- Two regimes of Turbulent Fragmentation and the stellar IMF from Primordial to Present Day Star Formation
- Analytical theory for the initial mass function: II. Properties of the flow
- Driving Turbulence and Triggering Star Formation by Ionizing Radiation
- Variations in Stellar Clustering with Environment: Dispersed Star Formation and the Origin of Faint Fuzzies
- A test suite for quantitative comparison of hydrodynamics codes in astrophysics
- A localised subgrid scale model for fluid dynamical simulations in astrophysics I: Theory and numerical tests
- A localised subgrid scale model for fluid dynamical simulations in astrophysics II: Application to type Ia supernovae
- Is the Scaling of Supersonic Turbulence Universal?
- Algorithmic comparisons of decaying, isothermal, supersonic turbulence
- Intermittency and Universality in Fully-Developed Inviscid and Weakly-Compressible Turbulent Flows
- Density Probability Distribution Functions in Supersonic Hydrodynamic and MHD Turbulence
- Inertial range scaling in numerical turbulence with hyperviscosity
- Dissipation and Heating in Supersonic Hydrodynamic and MHD Turbulence
- Scaling Relations of Compressible MHD Turbulence
- VINE -- A numerical code for simulating astrophysical systems using particles I: Description of the physics and the numerical methods
- Turbulent Mixing in the Interstellar Medium -- an application for Lagrangian Tracer Particles
- Protostellar collapse: A comparison between SPH and AMR calculations
- VINE -- A numerical code for simulating astrophysical systems using particles II: Implementation and performance characteristics
- Adaptive smoothing lengths in SPH
- Density-PDFs and Lagrangian Statistics of highly compressible Turbulence
- The Star Formation Law in a Multifractal ISM
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- The impact of numerical viscosity in SPH simulations of galaxy clusters
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- Numerical heat conduction in hydrodynamical models of colliding hypersonic flows
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- The Astrochemical Evolution of Turbulent Giant Molecular Clouds : I - Physical Processes and Method of Solution for Hydrodynamic, Embedded Starless Clouds
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- From 2D to 3D: Recovering Turbulent Density Dispersions from Noisy Data