Effects of Numerical Resolution on Simulated Cloud–Wind Interactions

Abstract Mixing by hydrodynamical instabilities plays a key role in cloud–wind interactions, causing cloud destruction in the adiabatic limit and facilitating cloud survival with efficient radiative cooling. However, the rate of mixing in numerical simulations is sensitive to the smallest resolved scale, and the relationship between resolution and cloud evolution is underexplored. Using a set of cloud-crushing simulations, we investigate the effects of numerical resolution on cloud survival and acceleration. Modeling both adiabatic and radiative cases, in a subsonic and supersonic wind, we find that cloud survival and velocity depend on the numerical resolution; however, no single resolution requirement can be applied to all scenarios. In the radiative subsonic case, we find that mass growth and acceleration appear converged at only 4 cells per cloud radius. Conversely, in the supersonic regime, we see a clear dependence of cloud destruction and velocity on resolution that is not converged even at 48 cells per cloud radius, implying that accurately capturing cloud destruction may require higher resolution than capturing growth. We also present a simple model illustrating how ram pressure accelerates cool clouds at early times before mixing kicks in as an acceleration mechanism.

Publication Details

Journal
The Astrophysical Journal
Published
2026-02-17
DOI
https://doi.org/10.3847/1538-4357/ae356c
Primary Topic
Atmospheric aerosols and clouds
Type
article
Field-Weighted Citation Impact
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article

Effects of Numerical Resolution on Simulated Cloud–Wind Interactions

The Astrophysical Journal
Atmospheric aerosols and clouds
article

Effects of Numerical Resolution on Simulated Cloud–Wind Interactions

article en

Abstract

Abstract Mixing by hydrodynamical instabilities plays a key role in cloud–wind interactions, causing cloud destruction in the adiabatic limit and facilitating cloud survival with efficient radiative cooling. However, the rate of mixing in numerical simulations is sensitive to the smallest resolved scale, and the relationship between resolution and cloud evolution is underexplored. Using a set of cloud-crushing simulations, we investigate the effects of numerical resolution on cloud survival and acceleration. Modeling both adiabatic and radiative cases, in a subsonic and supersonic wind, we find that cloud survival and velocity depend on the numerical resolution; however, no single resolution requirement can be applied to all scenarios. In the radiative subsonic case, we find that mass growth and acceleration appear converged at only 4 cells per cloud radius. Conversely, in the supersonic regime, we see a clear dependence of cloud destruction and velocity on resolution that is not converged even at 48 cells per cloud radius, implying that accurately capturing cloud destruction may require higher resolution than capturing growth. We also present a simple model illustrating how ram pressure accelerates cool clouds at early times before mixing kicks in as an acceleration mechanism.

The Astrophysical JournalVol. 998(2)
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Effects of Numerical Resolution on Simulated Cloud–Wind Interactions · The Astrophysical Journal (2026) | TGRS Research Map | TGRS