Dark matter halo mass functions and density profiles from mass and energy cascade
arXiv:2210.01200 · doi:10.1038/s41598-023-42958-6
Abstract
Without relying on a spherical or ellipsoidal collapse model, we analytically derive the halo mass function and cuspy halo density (inner slope of -4/3) based on the mass and energy cascade theory in dark matter flow. The hierarchical halo structure formation leads to halo or particle random walk with a position-dependent waiting time . The inverse mass cascade from small to large scales leads to the halo random walk in mass space with , where is the halo mass and is a halo geometry parameter with predicted value of 2/3. The corresponding Fokker-Planck solution for halo random walk in mass space gives rise to the halo mass function with a power-law behavior on small scale and exponential decay on large scale. This can be further improved by considering two different for haloes below and above a critical mass scale , i.e. a double- halo mass function. A double- density profile can be derived based on the particle random walk in 3D space with a position-dependent waiting time , where is the gravitational potential and is the particle distance to halo center. Theory predicts that leads to a cuspy density profile with an inner slope of -4/3, consistent with the predicted scaling laws from energy cascade. The Press-Schechter mass function and Einasto density profile are special cases of proposed models. The small scale permanence can be identified due to the scale-independent rates of mass and energy cascade, where density profiles of different halo masses and redshifts converge to the scaling law () on small scales. Theory predicts halo number density scales with mass as , while halo mass density scales as . Results were compared against the Illustris simulations.
14 pages 20 figures