Minimizing the numerical viscosity in smoothed particle hydrodynamics simulations of discs

ABSTRACT Simulations using the smoothed particle hydrodynamics (SPH) technique typically include numerical viscosity to model shocks and maintain particle order on the kernel scale. This numerical viscosity is composed of linear and quadratic terms, with coefficients $\alpha _{\rm SPH}$ and $\beta _{\rm SPH}$, respectively. Setting these coefficients too high results in excessive numerical dissipation, whereas setting them too low may lead to unwanted effects such as particle penetration, which also leads to excess dissipation. In this study, we simulate accretion discs using the SPH code phantom to investigate the effective disc viscosity arising from numerical viscosity. We model steady-state coplanar and circular discs with different values of $\alpha _{\rm SPH}$ and $\beta _{\rm SPH}$, from which we determine the coefficients that lead to minimum levels of numerical viscosity by maximizing the steady-state disc surface density for the same mass input rate. We find that, for planar and circular discs, the default values of the numerical viscosity parameters in the phantom code can be too high particularly for the quadratic term. As higher values of the coefficients are required to adequately capture strong shocks in the flow, we suggest that the coefficient of the quadratic term should be time-dependent in a similar manner to the presently used ‘switches’ on the linear term. This can be simply achieved by setting $\beta _{\rm SPH}$ to be a constant multiple of $\alpha _{\rm SPH}$ with $\alpha _{\rm SPH}$ determined by an appropriate switch, as previously advocated in the literature.

Authors

Institutions

Publication Details

Journal
Monthly Notices of the Royal Astronomical Society
Published
2025-05-30
DOI
https://doi.org/10.1093/mnras/staf881
Citations
1
Primary Topic
Fluid Dynamics Simulations and Interactions
Type
article
Field-Weighted Citation Impact
1.33

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Minimizing the numerical viscosity in smoothed particle hydrodynamics simulations of discs

C. J. Nixon, Cheng Chen
1 citations
Monthly Notices of the Royal Astronomical Society
Fluid Dynamics Simulations and Interactions
1.33
article

Minimizing the numerical viscosity in smoothed particle hydrodynamics simulations of discs

C. J. Nixon, Cheng Chen
article en
1 citations

Abstract

ABSTRACT Simulations using the smoothed particle hydrodynamics (SPH) technique typically include numerical viscosity to model shocks and maintain particle order on the kernel scale. This numerical viscosity is composed of linear and quadratic terms, with coefficients $\alpha _{\rm SPH}$ and $\beta _{\rm SPH}$, respectively. Setting these coefficients too high results in excessive numerical dissipation, whereas setting them too low may lead to unwanted effects such as particle penetration, which also leads to excess dissipation. In this study, we simulate accretion discs using the SPH code phantom to investigate the effective disc viscosity arising from numerical viscosity. We model steady-state coplanar and circular discs with different values of $\alpha _{\rm SPH}$ and $\beta _{\rm SPH}$, from which we determine the coefficients that lead to minimum levels of numerical viscosity by maximizing the steady-state disc surface density for the same mass input rate. We find that, for planar and circular discs, the default values of the numerical viscosity parameters in the phantom code can be too high particularly for the quadratic term. As higher values of the coefficients are required to adequately capture strong shocks in the flow, we suggest that the coefficient of the quadratic term should be time-dependent in a similar manner to the presently used ‘switches’ on the linear term. This can be simply achieved by setting $\beta _{\rm SPH}$ to be a constant multiple of $\alpha _{\rm SPH}$ with $\alpha _{\rm SPH}$ determined by an appropriate switch, as previously advocated in the literature.

Monthly Notices of the Royal Astronomical SocietyVol. 540(3)
University of Leeds (GB)
Leverhulme Trust, University of Leicester, University of Leeds, Science and Technology Facilities Council
Openalex Percentile: Top 23%
Fluid Dynamics Simulations and Interactions
1.33
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.