Universal numerical convergence criteria for subhalo tidal evolution

Dark matter subhalos and satellite galaxies in state-of-the-art cosmological simulations still suffer from the “overmerging’’ problem, where inadequate force and/or mass resolution cause artificially enhanced tidal mass loss and premature disruption. Previous idealized simulations addressing this issue have been restricted to a small subset of the subhalo orbital parameter space, and all assumed subhalos to be isotropic. Here, we present the first extensive simulation suite that quantifies numerical convergence in the tidal evolution of anisotropic subhalos under varying numerical resolutions and orbits. We report a universal force resolution criterion: the subhalo’s instantaneous tidal radius must always be resolved by at least 20 cells in adaptive mesh refinement (AMR)-based simulations, or by 20 softening lengths (Plummer equivalent) in tree-based simulations, regardless of refinement details or subhalo physical properties such as concentration or velocity anisotropy. We also report a universal expression for the discreteness-noise-driven scatter in the bound-mass fraction of subhalos that depends only on the subhalo mass resolution at infall and the instantaneous bound mass fraction, agnostic of any further subhalo properties. Such stochastic discreteness noise causes both premature disruption and, notably, spurious survival of poorly mass-resolved subhalos. We demonstrate that as many as 50 percent of all subhalos in state-of-the-art cosmological simulations are likely to be either force and/or mass unresolved. Our findings advocate for adaptive softening or grid refinement based on the instantaneous tidal radius of the subhalo.

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Publication Details

Journal
The Open Journal of Astrophysics
Published
2026-01-15
DOI
https://doi.org/10.33232/001c.155367
Primary Topic
Galaxies: Formation, Evolution, Phenomena
Type
article
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article

Universal numerical convergence criteria for subhalo tidal evolution

Hsi-Yu Schive, Frank C. van den Bosch, Barry T. Chiang
The Open Journal of Astrophysics
Galaxies: Formation, Evolution, Phenomena
article

Universal numerical convergence criteria for subhalo tidal evolution

Hsi-Yu Schive, Frank C. van den Bosch, Barry T. Chiang
article en

Abstract

Dark matter subhalos and satellite galaxies in state-of-the-art cosmological simulations still suffer from the “overmerging’’ problem, where inadequate force and/or mass resolution cause artificially enhanced tidal mass loss and premature disruption. Previous idealized simulations addressing this issue have been restricted to a small subset of the subhalo orbital parameter space, and all assumed subhalos to be isotropic. Here, we present the first extensive simulation suite that quantifies numerical convergence in the tidal evolution of anisotropic subhalos under varying numerical resolutions and orbits. We report a universal force resolution criterion: the subhalo’s instantaneous tidal radius must always be resolved by at least 20 cells in adaptive mesh refinement (AMR)-based simulations, or by 20 softening lengths (Plummer equivalent) in tree-based simulations, regardless of refinement details or subhalo physical properties such as concentration or velocity anisotropy. We also report a universal expression for the discreteness-noise-driven scatter in the bound-mass fraction of subhalos that depends only on the subhalo mass resolution at infall and the instantaneous bound mass fraction, agnostic of any further subhalo properties. Such stochastic discreteness noise causes both premature disruption and, notably, spurious survival of poorly mass-resolved subhalos. We demonstrate that as many as 50 percent of all subhalos in state-of-the-art cosmological simulations are likely to be either force and/or mass unresolved. Our findings advocate for adaptive softening or grid refinement based on the instantaneous tidal radius of the subhalo.

The Open Journal of AstrophysicsVol. 9
Openalex Percentile: Top 99%
Galaxies: Formation, Evolution, Phenomena
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Universal numerical convergence criteria for subhalo tidal evolution — Hsi-Yu Schive, Frank C. van den Bosch, et al. · The Open Journal of Astrophysics (2026) | TGRS Research Map | TGRS