Constraining Ultralight Axions with Galaxy Surveys
arXiv:2104.07802 · doi:10.1088/1475-7516/2022/01/049
Abstract
Ultralight axions and other bosons are dark matter candidates present in many high energy physics theories beyond the Standard Model. In particular, the string axiverse postulates the existence of up to light scalar bosons constituting the dark sector. Considering a mixture of axions and cold dark matter, we obtain upper bounds for the axion relic density for axions of mass at 95% confidence. We also improve existing constraints by a factor of over 4.5 and 2.1 for axion masses of eV and eV, respectively. We use the Fourier-space galaxy clustering statistics from the Baryon Oscillation Spectroscopic Survey (BOSS) and demonstrate how galaxy surveys break important degeneracies in the axion parameter space compared to the cosmic microwave background (CMB). We test the validity of the effective field theory of large-scale structure approach to mixed ultralight axion dark matter by making our own mock galaxy catalogs and find an anisotropic ultralight axion signature in the galaxy quadrupole. We also observe an enhancement of the linear galaxy bias from 1.8 to 2.4 when allowing for 5% of the dark matter to be composed of a eV axion in our simulations. Finally, we develop an augmented interpolation scheme allowing a fast computation of the axion contribution to the linear matter power spectrum leading to a 70% reduction of the computational cost for the full Monte Carlo Markov chains analysis.
arXiv commentUpdated references
References in corpus (93)
- emcee: The MCMC Hammer
- Dark Matter Substructure in Galactic Halos
- Where are the missing galactic satellites?
- The Cosmic Linear Anisotropy Solving System (CLASS) II: Approximation schemes
- Observational evidence for self-interacting cold dark matter
- Axion Cosmology
- String Axiverse
- Large-Scale Structure of the Universe and Cosmological Perturbation Theory
- Cold and Fuzzy Dark Matter
- Too big to fail? The puzzling darkness of massive Milky Way subhaloes
- How supernova feedback turns dark matter cusps into cores
- The Core-Cusp Problem
- The trouble with
- The Effective Field Theory of Cosmological Large Scale Structures
- First constraints on fuzzy dark matter from Lyman- forest data and hydrodynamical simulations
- A search for ultra-light axions using precision cosmological data
- The Cosmological Analysis of the SDSS/BOSS data from the Effective Field Theory of Large-Scale Structure
- Ultra-Light Dark Matter
- Weighing Neutrinos with Galaxy Surveys
- Cosmological Parameters from the BOSS Galaxy Power Spectrum
- Wave Dark Matter
- The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: Anisotropic galaxy clustering in Fourier-space
- Milky Way Satellite Census. III. Constraints on Dark Matter Properties from Observations of Milky Way Satellite Galaxies
- The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: Testing gravity with redshift-space distortions using the power spectrum multipoles
- The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: mock galaxy catalogues for the BOSS Final Data Release
- Strong bound on canonical ultra-light axion dark matter from the Lyman-alpha forest
- Cold dark matter heats up
- NIHAO IV: Core creation and destruction in dark matter density profiles across cosmic time
- Cosmological implications of ultra-light axion-like fields
- Constraining the mass of light bosonic dark matter using SDSS Lyman- forest
- An Improved Distance to NGC 4258 and its Implications for the Hubble Constant
- New Extraction of the Cosmic Birefringence from the Planck 2018 Polarization Data
- Axion dark matter, solitons, and the cusp-core problem
- Do Dark Matter Axions Form a Condensate with Long-Range Correlation?
- Fast and reliable MCMC for cosmological parameter estimation
- Formation of Disk Galaxies: Warm Dark Matter and the Angular Momentum problem
- FIRE in the Field: Simulating the Threshold of Galaxy Formation
- Lyman-alpha Constraints on Ultralight Scalar Dark Matter: Implications for the Early and Late Universe
- A Model For Halo Formation With Axion Mixed Dark Matter
- The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: RSD measurement from the LOS-dependent power spectrum of DR12 BOSS galaxies
- Non-linear perturbation theory extension of the Boltzmann code CLASS
- The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: Modeling the clustering and halo occupation distribution of BOSS-CMASS galaxies in the Final Data Release
- A Measurement of the Quadrupole Power Spectrum in the Clustering of the 2dF QSO Survey
- Standard Model-Axion-Seesaw-Higgs Portal Inflation. Five problems of particle physics and cosmology solved in one stroke
- Dark Matter from an ultra-light pseudo-Goldsone-boson
- Cosmology with massive neutrinos II: on the universality of the halo mass function and bias
- The Lyman- forest in optically-thin hydrodynamical simulations
- DEMNUni: The clustering of large-scale structures in the presence of massive neutrinos
- Modelling Baryon Acoustic Oscillations with Perturbation Theory and Stochastic Halo Biasing
- Ultra-Light Scalar Fields and the Growth of Structure in the Universe
- Deploying a Top-100 Supercomputer for Large Parallel Workloads: the Niagara Supercomputer
- Blinded challenge for precision cosmology with large-scale structure: results from effective field theory for the redshift-space galaxy power spectrum
- The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: BAO measurement from the LOS-dependent power spectrum of DR12 BOSS galaxies
- Limits on CDM from the EFTofLSS with the PyBird code
- Using the Full Power of the Cosmic Microwave Background to Probe Axion Dark Matter
- Small-scale structure of fuzzy and axion-like dark matter
- Infrared Resummation for Biased Tracers in Redshift Space
- Revealing reionization with the thermal history of the intergalactic medium: new constraints from the Lyman- flux power spectrum
- Cosmological Constraints from Galaxy Clustering and the Mass-to-Number Ratio of Galaxy Clusters
- Growth of perturbations in an expanding universe with Bose-Einstein condensate dark matter
- Matter power spectrum: from Ly forest to CMB scales
- Superradiance in String Theory
- Constraining Non-Cold Dark Matter Models with the Global 21-cm Signal
- Self-Consistent Modeling of Reionization in Cosmological Hydrodynamical Simulations
- The WiggleZ Dark Energy Survey: the selection function and z=0.6 galaxy power spectrum
- The mass-Peak Patch algorithm for fast generation of deep all-sky dark matter halo catalogues and its N-Body validation
- AxioNyx: Simulating Mixed Fuzzy and Cold Dark Matter
- Ultra-light Dark Matter is Incompatible with the Milky Way's Dwarf Satellites
- Future CMB tests of dark matter: ultra-light axions and massive neutrinos
- Scalar Field Dark Matter: Helping or Hurting Small-Scale Problems in Cosmology?
- Numerical and Perturbative Computations of the Fuzzy Dark Matter Model
- Redshift Space Distortions in the Effective Field Theory of Large Scale Structures
- Narrowing the mass range of Fuzzy Dark Matter with Ultra-faint Dwarfs
- Hydrodynamic representation of the Klein-Gordon-Einstein equations in the weak field limit: I. General formalism and perturbations analysis
- The Implications of a Pre-reionization 21 cm Absorption Signal for Fuzzy Dark Matter
- Fisher Matrices and Confidence Ellipses: A Quick-Start Guide and Software
- Testing extreme-axion wave dark matter using the BOSS Lyman-Alpha forest data
- Intensity Mapping as a Probe of Axion Dark Matter
- Ultra-light Axions: Degeneracies with Massive Neutrinos and Forecasts for Future Cosmological Observations
- Spatially Resolved Stellar Kinematics of the Ultra-Diffuse Galaxy Dragonfly 44: II. Constraints on Fuzzy Dark Matter
- A CMB Millikan Experiment with Cosmic Axiverse Strings
- The Effective Field Theory of Large-Scale Structure in the presence of Massive Neutrinos
- CMB birefringence from ultra-light axion string networks
- General framework for cosmological dark matter bounds using -body simulations
- On the reach of perturbative methods for dark matter density fields
- A Model of Anthropic Reasoning, Addressing the Dark to Ordinary Matter Coincidence
- Axions of Evil
- How sound are our ultra-light axion approximations?
- Biased Tracers in Redshift Space in the EFT of Large-Scale Structure
- Massive neutrinos and degeneracies in Lyman-alpha forest simulations
- Investigation of two colliding solitonic cores in Fuzzy Dark Matter models
- The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: a tomographic measurement of structure growth and expansion rate from anisotropic galaxy clustering in Fourier space
- Constraining Ultra-light Axions with Galaxy Cluster Number Counts