New method for initial density reconstruction
arXiv:1709.06350 · doi:10.1103/PhysRevD.97.023505
Abstract
A theoretically interesting and practically important question in cosmology is the reconstruction of the initial density distribution provided a late-time density field. This is a long-standing question with a revived interest recently, especially in the context of optimally extracting the baryonic acoustic oscillation (BAO) signals from observed galaxy distributions. We present a new efficient method to carry out this reconstruction, which is based on numerical solutions to the nonlinear partial differential equation that governs the mapping between the initial Lagrangian and final Eulerian coordinates of particles in evolved density fields. This is motivated by numerical simulations of the quartic Galileon gravity model, which has similar equations that can be solved effectively by multigrid Gauss-Seidel relaxation. The method is based on mass conservation, and does not assume any specific cosmological model. Our test shows that it has a performance comparable to that of state-of-the-art algorithms which were very recently put forward in the literature, with the reconstructed density field over () correlated with the initial condition at (). With an example, we demonstrate that this method can significantly improve the accuracy of BAO reconstruction.
12 pages, 5 figures; accepted by Phys. Rev. D
References in corpus (42)
- Planck 2015 results. XIII. Cosmological parameters
- Nine-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Cosmological Parameter Results
- The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: cosmological analysis of the DR12 galaxy sample
- Cosmological Hydrodynamics with Adaptive Mesh Refinement: a new high resolution code called RAMSES
- The galileon as a local modification of gravity
- The Clustering of the SDSS DR7 Main Galaxy Sample I: A 4 per cent Distance Measure at z=0.15
- Covariant Galileon
- The Dark Energy Survey: more than dark energy - an overview
- A 2% Distance to z=0.35 by Reconstructing Baryon Acoustic Oscillations - I : Methods and Application to the Sloan Digital Sky Survey
- Transients from Initial Conditions in Cosmological Simulations
- Improving Cosmological Distance Measurements by Reconstruction of the Baryon Acoustic Peak
- Bayesian physical reconstruction of initial conditions from large scale structure surveys
- ECOSMOG: An Efficient Code for Simulating Modified Gravity
- 4MOST - 4-metre Multi-Object Spectroscopic Telescope
- The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: BAO measurement from the LOS-dependent power spectrum of DR12 BOSS galaxies
- Rejuvenating the matter power spectrum: restoring information with a logarithmic density mapping
- Reconstruction of the early Universe as a convex optimization problem
- A reconstruction of the initial conditions of the Universe by optimal mass transportation
- Reconstructing Baryon Oscillations: A Lagrangian Theory Perspective
- The Initial Conditions of the Universe from Constrained Simulations
- Iterative initial condition reconstruction
- Reconstruction within the Zeldovich approximation
- Simulating the quartic Galileon gravity model on adaptively refined meshes
- Eulerian BAO Reconstructions and N-Point Statistics
- Forecasts on the Dark Energy and Primordial Non-Gaussianity Observations with the Tianlai Cylinder Array
- Reconstructing the cosmic density field with the distribution of dark matter halos
- Modeling the reconstructed BAO in Fourier space
- The Zeldovich approximation: key to understanding Cosmic Web complexity
- Towards an Optimal Reconstruction of Baryon Oscillations
- Reconstruction of cosmological density and velocity fields in the Lagrangian Zel'dovich Approximation
- Quantifying distortions of the Lagrangian dark-matter mesh in cosmology
- Reconstruction of cosmological initial conditions from galaxy redshift catalogues
- Nonlinear reconstruction
- Large-Angle CMB Suppression and Polarization Predictions
- Isobaric Reconstruction of the Baryonic Acoustic Oscillation
- Very High Angular Resolution Science with the Square Kilometre Array
- Precision constrained simulation of the Local Universe
- Halo nonlinear reconstruction
- Reconstruction of the primordial Universe by a Monge--Ampere--Kantorovich optimisation scheme
- Increasing Fisher Information by Moving-Mesh Reconstruction
- Density fields and halo mass functions in the Geometrical Adhesion toy Model
- The Zeldovich & Adhesion approximations, and applications to the local universe
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- GridSPT: Grid-based calculation for perturbation theory of large-scale structure
- Galaxy power-spectrum responses and redshift-space super-sample effect
- COSMIC BIRTH: Efficient Bayesian Inference of the Evolving Cosmic Web from Galaxy Surveys
- A fast semi-discrete optimal transport algorithm for a unique reconstruction of the early Universe
- Baryon acoustic oscillations reconstruction using convolutional neural networks
- Reconstructing Cosmological Initial Conditions from Late-Time Structure with Convolutional Neural Networks
- Euclid: The search for primordial features
- Nonlinear reconstruction of redshift space distortions
- Reconstructing the baryon acoustic oscillations using biased tracers
- Accurate Baryon Acoustic Oscillations reconstruction via semi-discrete optimal transport
- The cosmic web connection to the dark matter halo distribution through gravity
- Application of the iterative reconstruction to simulated galaxy fields
- Iterative removal of redshift space distortions from galaxy clustering
- Primordial feature constraints from BOSS+eBOSS
- Biased tracer reconstruction with halo mass information
- Understanding the Reconstruction of the Biased Tracer
- BAO Modulation as a Probe of Compensated Isocurvature Perturbations
- Nonlinear reconstruction of features in the primordial power spectrum from large-scale structure
- Reconstruction with velocities
- Measuring the BAO peak position with different galaxy selections
- Nonlinear Reconstruction of the Velocity Field
- Cosmic Web & Caustic Skeleton: non-linear Constrained Realizations -- 2D case studies
- Tests of Acoustic Scale Shifts in Halo-based Mock Galaxy Catalogues
- Straightening the Ruler: Field-Level Inference of the BAO Scale with LEFTfield
- Lagrangian displacement field estimators in cosmology
- Dipole Distortions in the Intergalactic Medium
- Searching optimal scales for reconstructing cosmological initial conditions using convolutional neural networks
- Constraining effective neutrino species with bispectrum of large scale structures