Hunting for Galaxies and Halos in simulations with VELOCIraptor
arXiv:1902.01010 · doi:10.1017/pasa.2019.12
Abstract
We present VELOCIraptor, a massively parallel galaxy/(sub)halo finder that is also capable of robustly identifying tidally disrupted objects and separate stellar halos from galaxies. The code is written in c++11, use the MPI and OpenMP API's for parallelisation, and includes python tools to read/manipulate the data products produced. We demonstrate the power of the VELOCIraptor (sub)halo finder, showing how it can identify subhalos deep within the host that have negligible density contrasts to their parent halo. We find a subhalo mass-radial distance dependence: large subhalos with mass ratios of are more common in the central regions that smaller subhalos, a result of dynamical friction and low tidal mass loss rates. This dependence is completely absent in (sub)halo finders in common use, which generally search for substructure in configuration space, yet is present in codes that track particles belonging to halos as they fall into other halos, such as HBT+. VELOCIraptor largely reproduces the dependence seen without tracking, finding a similar radial dependence to HBT+ in well resolved halos from our limited resolution fiducial simulation.
arXiv comment22 pages in main text, 33 pages total, 15 figures, 4 tables. Accepted for publication in PASA. Code available from https://www.github/pelahi/VELOCIraptor-STF
References in corpus (46)
- emcee: The MCMC Hammer
- A Universal Density Profile from Hierarchical Clustering
- The cosmological simulation code GADGET-2
- Simulating the joint evolution of quasars, galaxies and their large-scale distribution
- Populating a cluster of galaxies - I. Results at z=0
- E pur si muove: Galiliean-invariant cosmological hydrodynamical simulations on a moving mesh
- Profiles of dark haloes: evolution, scatter, and environment
- Statistical Properties of X-ray Clusters: Analytic and Numerical Comparisons
- Cosmological Hydrodynamics with Adaptive Mesh Refinement: a new high resolution code called RAMSES
- The Aquarius Project: the subhalos of galactic halos
- Ellipsoidal collapse and an improved model for the number and spatial distribution of dark matter haloes
- The Rockstar Phase-Space Temporal Halo Finder and the Velocity Offsets of Cluster Cores
- The Inner Structure of LambdaCDM Halos I: A Numerical Convergence Study
- The Large Scale Bias of Dark Matter Halos: Numerical Calibration and Model Tests
- Ahf: Amiga's Halo Finder
- Merger rates in hierarchical models of galaxy formation. II: Comparison with N-body simulations
- Halo concentrations in the standard LCDM cosmology
- The Shape of Dark Matter Halos: Dependence on Mass, Redshift, Radius, and Formation
- Rotation-Dependent Catastrophic Disruption of Gravitational Aggregates
- Dependence of the outer density profiles of halos on their mass accretion rate
- Haloes gone MAD: The Halo-Finder Comparison Project
- Quantifying the heart of darkness with GHALO - a multi-billion particle simulation of our galactic halo
- The halo mass function through the cosmic ages
- Building Merger Trees from Cosmological N-body Simulations
- Equilibrium Disk-Bulge-Halo Models for the Milky Way and Andromeda Galaxies
- Halo and Subhalo Demographics with Planck Cosmological Parameters: Bolshoi-Planck and MultiDark-Planck Simulations
- Phase-space structure in the local dark matter distribution and its signature in direct detection experiments
- Dynamical Blueprints for Galaxies
- The Phoenix Project: the Dark Side of Rich Galaxy Clusters
- Structure Finding in Cosmological Simulations: The State of Affairs
- SubHaloes going Notts: The SubHalo-Finder Comparison Project
- Dark matter subhalos and the dwarf satellites of the Milky Way
- Feedback and the Structure of Simulated Galaxies at redshift z=2
- HBT+: an improved code for finding subhalos and building merger trees in cosmological simulations
- A unified model for the spatial and mass distribution of subhaloes
- The splashback radius of halos from particle dynamics. II. Dependence on mass, accretion rate, redshift, and cosmology
- The Accuracy of Subhalo Detection
- Major Mergers Going Notts: Challenges for Modern Halo Finders
- Peaks above the Maxwellian Sea: A New Approach to Finding Substructure in N-Body Haloes
- Multi-Dimensional Density Estimation and Phase Space Structure Of Dark Matter Halos
- SURFS: Riding the waves with Synthetic UniveRses For Surveys
- Phase-space structures II: Hierarchical Structure Finder
- Galaxies going MAD: The Galaxy-Finder Comparison Project
- nIFTY galaxy cluster simulations III: The Similarity & Diversity of Galaxies & Subhaloes
- Streams Going Notts: The tidal debris finder comparison project
- nIFTy galaxy cluster simulations V: Investigation of the Cluster Infall Region
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- SOAP: A Python Package for Calculating the Properties of Galaxies and Halos Formed in Cosmological Simulations
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