N-body simulation of high or low-mass dark matter particles

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Discussion Overview

The discussion revolves around the differences in distribution and dynamics of dark matter in galaxies as influenced by the mass of dark matter particles, specifically in the context of n-body simulations. Participants explore the implications of high versus low-mass dark matter particles and the limitations of current simulation resolutions.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • One participant questions whether significant differences in dark matter distribution and dynamics can be observed in n-body simulations when using high or low-mass dark matter particles.
  • Another participant challenges the notion of resolving dark matter particle mass in simulations, stating that current simulation resolutions are limited to particle masses around 10^4 to 10^5 Msun.
  • A participant expresses surprise at the low mass resolution and inquires whether this is a computational limit and if improvements are possible.
  • It is noted that the current mass resolution is indeed a computational limit, and one participant emphasizes that 10^5 Msun is significantly greater than the presumed mass of dark matter particles.
  • References to various simulations and studies are provided, including Lovell (2020) which compares Warm Dark Matter, Cold Dark Matter, and Self-Interacting Dark Matter models, and other studies that explore different dark matter models.

Areas of Agreement / Disagreement

Participants express differing views on the implications of dark matter particle mass in simulations, with some emphasizing the limitations of current resolutions while others reference existing studies that compare different dark matter models. The discussion remains unresolved regarding the impact of particle mass on simulation outcomes.

Contextual Notes

The discussion highlights limitations related to simulation resolution and the assumptions regarding dark matter particle mass. There is an acknowledgment of the computational constraints that affect the ability to resolve these masses accurately.

Ranku
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Do we notice any significant difference in distribution and dynamics of dark matter in galaxies when n-body simulations are done with high or low-mass dark matter particles?
 
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What do you mean by high or low mass? If you are thinking of resolving the mass of the DM particles this way, you need to know that the resolution of the simulations is nowhere near the level of being able to do this. I think the highest resolution n-body simulations have particle masses on the order of 10^4 to 10^5 Msun.
 
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phyzguy said:
What do you mean by high or low mass? If you are thinking of resolving the mass of the DM particles this way, you need to know that the resolution of the simulations is nowhere near the level of being able to do this. I think the highest resolution n-body simulations have particle masses on the order of 10^4 to 10^5 Msun.
I didn't know that the mass resolution is that low. Is it a computational limit, and therefore can improve?
 
Yes it is a computational limit. But 10^5 Msun is at least 50 orders of magnitude greater than a presumed DM particle, so don't hold you breath. Unless of course DM is primordial black holes...
 
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Lovell (2020) employs the EAGLE simulation to compare Warm Dark Matter (i.e. keV scale particles), Cold Dark Matter (i.e. GeV scale particles) and Self-Interacting Dark Matter models. https://arxiv.org/abs/2002.11129v1

The CLUE simulation compares WDM and CDM models in Yepes (2013). https://arxiv.org/abs/1312.0105

A survey of WDM to CDM comparisons by multiple means can be found in de Vega (2011). https://arxiv.org/abs/1109.3187

Axion-like Dark Matter (i.e. ultralight) and Cold Dark Matter models are compared in Marsh (2015) although most not by simulation methods. https://arxiv.org/abs/1510.07633
 
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