Probing the nature of dark matter particles with stellar streams
arXiv:1804.04384 · doi:10.1088/1475-7516/2018/07/061
Abstract
A key prediction of the standard cosmological model -- which relies on the assumption that dark matter is cold, i.e. non-relativistic at the epoch of structure formation -- is the existence of a large number of dark matter substructures on sub-galactic scales. This assumption can be tested by studying the perturbations induced by dark matter substructures on cold stellar streams. Here, we study the prospects for discriminating cold from warm dark matter by generating mock data for upcoming astronomical surveys such as the Large Synoptic Survey Telescope (LSST), and reconstructing the properties of the dark matter particle from the perturbations induced on the stellar density profile of a stream. We discuss the statistical and systematic uncertainties, and show that the method should allow to set stringent constraints on the mass of thermal dark matter relics, and possibly to yield an actual measurement of the dark matter particle mass if it is in the keV range.
23 pages, 11 figures, JCAP accepted version
References in corpus (11)
- galpy: A Python Library for Galactic Dynamics
- Detection of a 63 Degree Cold Stellar Stream in the Sloan Digital Sky Survey
- Bayesian Strong Gravitational-Lens Modeling on Adaptive Grids: Objective Detection of Mass Substructure in Galaxies
- The shape of the inner Milky Way halo from observations of the Pal 5 and GD-1 stellar streams
- Shaken and Stirred: The Milky Way's Dark Substructures
- Forensics of Subhalo-Stream Encounters: The Three Phases of Gap Growth
- The mechanics of tidal streams
- On the Structure of Dark Matter Halos at the Damping Scale of the Power Spectrum with and without Relict Velocities
- Gaps in globular cluster streams: giant molecular clouds can cause them too
- Fluctuations of the gravitational field generated by a random population of extended substructures
- Probing cold dark matter subhalos with simulated ALMA observations of macrolensed sub-mm galaxies
Cited by in corpus (53)
- Constraints on Primordial Black Holes
- A New Era in the Quest for Dark Matter
- The Present and Future Status of Heavy Neutral Leptons
- Gravitational probes of dark matter physics
- Novel constraints on the particle nature of dark matter from stellar streams
- Joint constraints on thermal relic dark matter from strong gravitational lensing, the Lyman- forest, and Milky Way satellites
- Cosmological Constraints on Dark Matter Interactions with Ordinary Matter
- Evidence of a population of dark subhalos from Gaia and Pan-STARRS observations of the GD-1 stream
- Unveiling Dark Matter free-streaming at the smallest scales with high redshift Lyman-alpha forest
- New limits on light dark matter - proton cross section from the cosmic large-scale structure
- Observational constraints on dark matter scattering with electrons
- Searching for the GD-1 Stream Progenitor in Gaia DR2 with Direct N-body Simulations
- Gravitational Lensing and the Power Spectrum of Dark Matter Substructure: Insights from the ETHOS N-body Simulations
- The Density Structure of Simulated Stellar Streams
- Implications of Milky Way Substructures for the Nature of Dark Matter
- Sterile Neutrino Dark Matter in Left-Right Theories
- Beyond subhalos: Probing the collective effect of the Universe's small-scale structure with gravitational lensing
- The Cosmological Evolution of Self-interacting Dark Matter
- First constraints on Fuzzy Dark Matter from the dynamics of stellar streams in the Milky Way
- Tidal Stripping in the Adiabatic Limit
- Towards constraining warm dark matter with stellar streams through neural simulation-based inference
- The spatial distribution of Milky Way satellites, gaps in streams and the nature of dark matter
- A new calibration method of sub-halo orbital evolution for semi-analytic models
- Quantifying the power spectrum of small-scale structure in semi-analytic galaxies
- Astrophysical Tests of Dark Matter Self-Interactions
- Improved particle spray algorithm for modeling globular cluster streams
- The dark side of FIRE: predicting the population of dark matter subhaloes around Milky Way-mass galaxies
- TeV Dark Matter Searches in the Extragalactic Gamma-Ray Sky
- GD-1 Stellar Stream and Cocoon in the DESI Early Data Release
- The Milky Way, Coming into Focus: Precision Astrometry Probes its Evolution, and its Dark Matter
- Effects of chaos on the detectability of stellar streams
- Sensitivity of the Cherenkov Telescope Array to dark subhalos
- Impact of substructure on local dark matter searches
- Scalable inference with Autoregressive Neural Ratio Estimation
- Dark matter coupled to radiation: Limits from the Milky Way satellites
- SASHIMI-SIDM: Semi-analytical subhalo modelling for self-interacting dark matter at sub-galactic scales
- : New insights from deep spectroscopic observations of the tidal tails of the globular clusters NGC 1261 and NGC 1904
- Stellar streams and dark substructure: the diffusion regime
- Non-Halo Structures and their Effects on Gravitational Lensing
- Interlopers speak out: studying the dark universe using small-scale lensing anisotropies
- Mass classification of dark matter perturbers of stellar tidal streams
- The effect of finite halo size on the clustering of neutral hydrogen
- Sensitivity Estimation for Dark Matter Subhalos in Synthetic Gaia DR2 using Deep Learning
- StarStream: Automatic detection algorithm for stellar streams
- Interacting light thermal-relic dark matter: self-consistent cosmological bounds
- An analytic description of substructure-induced gravitational perturbations in stellar systems
- Simulation-efficient marginal posterior estimation with swyft: stop wasting your precious time
- Semi-Analytic Modeling of Dark Matter Subhalo Encounters with Thin Stellar Streams: Statistical Predictions for GD-1-like Streams in CDM
- Meta-Learning for One-Class Classification with Few Examples using Order-Equivariant Network
- The Multidimensional Milky Way
- The Dark Matter Enigma
- From the Fire: A Deeper Look at the Phoenix Stream
- Simulating the complexity of the dark matter sheet II: halo and subhalo mass functions for non-cold dark matter models