Simulations and symmetries
arXiv:1910.07097 · doi:10.1093/mnras/staa251
Abstract
We investigate the range of applicability of a model for the real-space power spectrum based on N-body dynamics and a (quadratic) Lagrangian bias expansion. This combination uses the highly accurate particle displacements that can be efficiently achieved by modern N-body methods with a symmetries-based bias expansion which describes the clustering of any tracer on large scales. We show that at low redshifts, and for moderately biased tracers, the substitution of N-body-determined dynamics improves over an equivalent model using perturbation theory by more than a factor of two in scale, while at high redshifts and for highly biased tracers the gains are more modest. This hybrid approach lends itself well to emulation. By removing the need to identify halos and subhalos, and by not requiring any galaxy-formation-related parameters to be included, the emulation task is significantly simplified at the cost of modeling a more limited range in scale.
10 pages, 7 figures, updated to reflect version to be published in MNRAS
References in corpus (12)
- Disruption of Dark Matter Substructure: Fact or Fiction?
- A 2.5% measurement of the growth rate from small-scale redshift space clustering of SDSS-III CMASS galaxies
- Modelling baryonic feedback for survey cosmology
- The Mira-Titan Universe II: Matter Power Spectrum Emulation
- The Cosmic Code Comparison Project
- Analytic Prediction of Baryonic Effects from the EFT of Large Scale Structures
- The Gaussian streaming model and Lagrangian effective field theory
- Extending the modeling of the anisotropic galaxy power spectrum to
- Modeling CMB Lensing Cross Correlations with {\sc CLEFT}
- Cosmological baryon transfer in the SIMBA simulations
- Halo Zeldovich model and perturbation theory: dark matter power spectrum and correlation function
- Biased Tracers of Two Fluids in the Lagrangian Picture