Calibrating galaxy formation effects in galactic tests of fundamental physics
arXiv:2103.10356 · doi:10.1103/PhysRevD.103.123502
Abstract
Galactic scale tests have proven to be powerful tools in constraining fundamental physics in previously under-explored regions of parameter space. The astrophysical regime which they probe is inherently complicated, and the inference methods used to make these constraints should be robust to baryonic effects. Previous analyses have assumed simple empirical models for astrophysical noise without detailed calibration or justification. We outline a framework for assessing the reliability of such methods by constructing and testing more advanced baryonic models using cosmological hydrodynamical simulations. As a case study, we use the Horizon-AGN simulation to investigate warping of stellar disks and offsets between gas and stars within galaxies, which are powerful probes of screened fifth forces. We show that the degree of `U'-shaped warping of galaxies is well modelled by Gaussian random noise, but that the magnitude of the gas-star offset is correlated with the virial radius of the host halo. By incorporating this correlation we confirm recent results ruling out astrophysically relevant Hu-Sawicki gravity, and identify a systematic uncertainty due to baryonic physics. Such an analysis must be performed case-by-case for future galactic tests of fundamental physics.
arXiv comment17 pages, 11 figures, 2 tables, accepted for publication in Physical Review D
References in corpus (56)
- Scikit-learn: Machine Learning in Python
- emcee: The MCMC Hammer
- Seven-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Cosmological Interpretation
- The Structure of Cold Dark Matter Halos
- f(R) Theories Of Gravity
- f(R) theories
- Is Cosmic Speed-Up Due to New Gravitational Physics?
- Cosmological Hydrodynamics with Adaptive Mesh Refinement: a new high resolution code called RAMSES
- Models of f(R) Cosmic Acceleration that Evade Solar-System Tests
- Chameleon Fields: Awaiting Surprises for Tests of Gravity in Space
- Chameleon Cosmology
- Small-Scale Challenges to the CDM Paradigm
- Beyond the Cosmological Standard Model
- The Inner Structure of LambdaCDM Halos I: A Numerical Convergence Study
- Response of dark matter halos to condensation of baryons: cosmological simulations and improved adiabatic contraction model
- Dancing in the dark: galactic properties trace spin swings along the cosmic web
- How supernova feedback turns dark matter cusps into cores
- The Core-Cusp Problem
- Symmetron Fields: Screening Long-Range Forces Through Local Symmetry Restoration
- Dark Matter Scaling Relations
- The origin and implications of dark matter anisotropic cosmic infall on ~L* haloes
- Tests of Chameleon Gravity
- Cosmological Tests of Gravity
- The central slope of dark matter cores in dwarf galaxies: Simulations vs. THINGS
- On the onset of galactic winds in quiescent star forming galaxies
- Small scale problems of the CDM model: a short review
- k-Mouflage gravity
- The History of the Baryon Budget: Cosmic Logistics in a Hierarchical Universe
- Building Merger Trees from Cosmological N-body Simulations
- The Dilaton and Modified Gravity
- N-body Simulations for f(R) Gravity using a Self-adaptive Particle-Mesh Code
- Linking Tests of Gravity On All Scales: from the Strong-Field Regime to Cosmology
- Neutral Hydrogen and Optical Observations of Edge-on Galaxies: Hunting for Warps
- Density profile of dark matter haloes and galaxies in the Horizon-AGN simulation: the impact of AGN feedback
- Lectures on the Cosmological Constant Problem
- Halo Profiles and the Concentration-Mass Relation for a ΛCDM Universe
- The Novel Probes Project -- Tests of Gravity on Astrophysical Scales
- Testing General Relativity using the Environmental Dependence of Dark Matter Halos
- Cosmological performance of SKA HI galaxy surveys
- Galaxy-halo alignments in the Horizon-AGN cosmological hydrodynamical simulation
- Tests of Modified Gravity with Dwarf Galaxies
- Galaxy morphology rules out astrophysically relevant Hu-Sawicki gravity
- Astrophysical Tests of Modified Gravity: the Morphology and Kinematics of Dwarf Galaxies
- Astrophysical Tests of Modified Gravity: A Screening Map of the Nearby Universe
- Probing Evolutionary Mechanisms in Galaxy Clusters: Neutral Atomic Hydrogen in Abell 1367
- The Cusp/Core problem: supernovae feedback versus the baryonic clumps and dynamical friction model
- The rise and fall of stellar discs across the peak of cosmic star formation history: mergers versus smooth accretion
- Tidally induced warps of spiral galaxies in IllustrisTNG
- Screened Fifth Forces Mediated by Dark Matter-Baryon Interactions: Theory and Astrophysical Probes
- The Fifth Force in the Local Cosmic Web
- Fifth force constraints from the separation of galaxy mass components
- Fifth force constraints from galaxy warps
- Constraints on galileons from the positions of supermassive black holes
- Spatially offset black holes in the Horizon-AGN simulation and comparison to observations
- Probing Self-interacting Dark Matter with Disk Galaxies in Cluster Environments
- Testing self-interacting dark matter with galaxy warps