Initial conditions to cosmological N-body simulations, or how to run an ensemble of simulations
arXiv:astro-ph/0503106 · doi:10.1086/497090
Abstract
The conventional method of generating initial conditions for cosmological N-body simulations introduces a significant error in the real-space statistical properties of the particles. More specifically, the finite box size leads to a significant underestimate of sigma_8, the correlation function, and nonlinear effects. I implement a method of generating initial conditions for N-body simulations that accurately models the real-space statistical properties, such as the mass variance in spheres and the correlation function. The method requires running ensembles of simulations because the power in the DC mode is no longer assumed to be zero. For moderately sized boxes, I demonstrate that the new method corrects the underestimate in the mass variance in spheres and the shape of the correlation function. I also argue that subtracting Poisson noise from the power spectrum is a dangerous practice. Code to generate initial conditions to second order in Lagrangian perturbation theory with the new method is available at http://www.astro.princeton.edu/~esirko/ic .
arXiv comment17 pages, 11 figures, 6 color
References in corpus (26)
- Simulating the joint evolution of quasars, galaxies and their large-scale distribution
- Stable clustering, the halo model and nonlinear cosmological power spectra
- A Line of Sight Approach to Cosmic Microwave Background Anisotropies
- The Inner Structure of LambdaCDM Halos I: A Numerical Convergence Study
- Multiscale Gaussian Random Fields for Cosmological Simulations
- Galaxy Clusters in Hubble Volume Simulations: Cosmological Constraints from Sky Survey Populations
- Transients from Initial Conditions: A Perturbative Analysis
- Correcting for the alias effect when measuring the power spectrum using FFT
- Photoionization, Numerical Resolution, and Galaxy Formation
- A comparison of the evolution of the density field in perturbation theory and numerical simulations - II Counts in cells analysis
- Optimal softening for force calculations in collisionless N-body simulations
- Tree-Particle-Mesh: an adaptive, efficient, and parallel code for collisionless cosmological simulation
- Statistical Physics for Cosmic Structures
- Numerical estimation of densities
- Generating Cosmological Gaussian Random Fields
- Generation of Primordial Cosmological Perturbations from Statistical Mechanical Models
- Adding Long-Wavelength Power to N-body Simulations
- Statistical physics for complex cosmic structures
- Cold Dark Matter II: Spatial and Velocity Statistics
- Comments on the size of the simulation box in cosmological N-Body simulations
- Adding Long Wavelength Modes to an -Body Simulation
- Density Estimators in Particle Hydrodynamics: DTFE versus regular SPH
- Power-law correlation and discreteness in cosmological N-body simulations
- Cosmological N-Body Simulations
- On the problem of initial conditions in cosmological N-body simulations
- On the reliability of initial conditions for dissipationless cosmological simulations
Cited by in corpus (143)
- Resolving Cosmic Structure Formation with the Millennium-II Simulation
- Multi-scale initial conditions for cosmological simulations
- Large-Scale Galaxy Bias
- Transients from Initial Conditions in Cosmological Simulations
- Efficient Simulations of Early Structure Formation and Reionization
- The halo mass function from the dark ages through the present day
- Virial Scaling of Massive Dark Matter Halos: Why Clusters Prefer a High Normalization Cosmology
- The MassiveBlack-II Simulation: The Evolution of Halos and Galaxies to z~0
- The Quijote simulations
- The CAMELS project: Cosmology and Astrophysics with MachinE Learning Simulations
- The halo mass function through the cosmic ages
- Power Spectrum Super-Sample Covariance
- The FLAMINGO project: cosmological hydrodynamical simulations for large-scale structure and galaxy cluster surveys
- Galaxies-Intergalactic Medium Interaction Calculation --I. Galaxy formation as a function of large-scale environment
- Super-Sample Covariance in Simulations
- Large-scale Bias and Efficient Generation of Initial Conditions for Non-Local Primordial Non-Gaussianity
- Large-scale dark matter simulations
- Precision measurement of the local bias of dark matter halos
- How to Zoom: Bias, Contamination, and Lagrange Volumes in Multimass Cosmological Simulations
- High-precision predictions for the acoustic scale in the non-linear regime
- Separate Universe Simulations
- Simulations of Baryon Acoustic Oscillations II: Covariance matrix of the matter power spectrum
- Second-order Lagrangian perturbation theory initial conditions for resimulations
- A ground-based 21cm Baryon acoustic oscillation survey
- The Global History of Reionisation
- Position-dependent power spectrum of the large-scale structure: a novel method to measure the squeezed-limit bispectrum
- Galaxy Bias and its Effects on the Baryon Acoustic Oscillations Measurements
- Super-Sample Signal
- N-body simulations with generic non-Gaussian initial conditions I: Power Spectrum and halo mass function
- How baryons affect halos and large-scale structure: a unified picture from the Simba simulation
- Implementing the DC Mode in Cosmological Simulations with Supercomoving Variables
- The angle-averaged squeezed limit of nonlinear matter N-point functions
- Discreteness Effects in Lambda Cold Dark Matter Simulations: A Wavelet-Statistical View
- The Impact of a Percolating IGM on Redshifted 21 cm Observations of Quasar HII Regions
- Thinking Outside the Box: Effects of Modes Larger than the Survey on Matter Power Spectrum Covariance
- Hydrodynamic Response of the Intergalactic Medium to Reionization
- The Impact of Box Size on the Properties of Dark Matter Haloes in Cosmological Simulations
- N-body simulations with generic non-Gaussian initial conditions II: Halo bias
- The impact of baryon physics on the structure of high-redshift galaxies
- Large-scale assembly bias of dark matter halos
- Dependence of the non-linear mass power spectrum on the equation of state of dark energy
- Halo bias in Lagrangian Space: Estimators and theoretical predictions
- Perturbative approach to covariance matrix of the matter power spectrum
- Scale-dependent bias and bispectrum in neutrino separate universe simulations
- Statistics of extreme objects in the Juropa Hubble Volume simulation
- Toward an accurate mass function for precision cosmology
- Separate Universe Consistency Relation and Calibration of Halo Bias
- Linear response to long wavelength fluctuations using curvature simulations
- Baryonic effects on the matter bispectrum
- Towards quantitative control on discreteness error in the non-linear regime of cosmological N body simulations
- Large-scale tidal effect on redshift-space power spectrum in a finite-volume survey
- Galaxy power-spectrum responses and redshift-space super-sample effect
- Revisiting The First Galaxies: The epoch of Population III stars
- Quantification of discreteness effects in cosmological N-body simulations: I. Initial Conditions
- GenetIC -- a new initial conditions generator to support genetically modified zoom simulations
- Effects of the size of cosmological N-Body simulations on physical quantities -- I: Mass Function
- What does the Marked Power Spectrum Measure? Insights from Perturbation Theory
- Fast Estimation of Gravitational and Primordial Bispectra in Large Scale Structures
- Bispectrum Supersample Covariance
- Luminous Red Galaxy Halo Density Field Reconstruction and Application to Large Scale Structure Measurements
- Assembly bias in the local PNG halo bias and its implication for constraints
- Higher-order initial conditions with massive neutrinos
- A New Statistic for Analyzing Baryon Acoustic Oscillations
- Cosmological N-Body Simulations with a Large-Scale Tidal Field
- Measuring the Tidal Response of Structure Formation: Anisotropic Separate Universe Simulations using TreePM
- Galaxy 2-Point Covariance Matrix Estimation for Next Generation Surveys
- Estimating the power spectrum covariance matrix with fewer mock samples
- Learning to Concentrate: Multi-tracer Forecasts on Local Primordial Non-Gaussianity with Machine-Learned Bias
- Separating the Universe into the Real and Fake
- Universal Non-Gaussian Initial Conditions for N-body Simulations
- Revisiting The First Galaxies: The effects of Population III stars on their host galaxies
- From EMBER to FIRE: predicting high resolution baryon fields from dark matter simulations with Deep Learning
- The Effects of Varying Cosmological Parameters on Halo Substructure
- The clustering of the first galaxy halos
- On the starting redshift for cosmological simulations: Focusing on halo properties
- Anisotropic separate universe simulations
- Constraining the Tail-End of Reionization Using Lyman- Transmission Spikes
- Response approach to the squeezed-limit bispectrum: application to the correlation of quasar and Lyman- forest power spectrum
- An alternative to grids and glasses: Quaquaversal pre-initial conditions for N-body simulations
- Effects of long-wavelength fluctuations in large galaxy surveys
- Impact of Baryonic Physics on Intrinsic Alignments
- Gravitational wave fossils in nonlinear regime: halo tidal bias and intrinsic alignments from gravitational wave separate universe simulations
- It takes two to know one: Computing accurate one-point PDF covariances from effective two-point PDF models
- IslandFAST: A Semi-numerical Tool for Simulating the Late Epoch of Reionization
- What do cluster counts really tell us about the Universe?
- Dissecting the spin distribution of Dark Matter halos
- Quintessential Scale Dependence from Separate Universe Simulations
- First Structure Formation under the Influence of Gas-Dark Matter Streaming Velocity and Density: Impact of the Baryons-trace-dark matter Approximation
- The early growth of supermassive black holes in cosmological hydrodynamic simulations with constrained Gaussian realizations
- Spectral Distortion Anisotropy from Inflation for Primordial Black Holes
- Nonlinearities in modified gravity cosmology I: signatures of modified gravity in the nonlinear matter power spectrum
- Effects of the size of cosmological N-Body simulations on physical quantities - III: Skewness
- Local Primordial Non-Gaussianities and Super-Sample Variance
- Theoretical and numerical perspectives on cosmic distance averages
- Self-Similar Bumps and Wiggles: Isolating the Evolution of the BAO Peak with Power-law Initial Conditions
- The Poisson equation at second order in relativistic cosmology
- The position-dependent matter density probability distribution function
- Shape and kinematics of elliptical galaxies: evolution due to merging at z < 1.5
- Covariances for cosmic shear and galaxy-galaxy lensing in the response approach
- Large-Scale Tides in General Relativity
- Constraining dark energy via baryon acoustic oscillations in the (an)isotropic light-cone power spectrum
- Super-sample covariance of the power spectrum, bispectrum, halos, voids, and their cross covariances
- Initial conditions for cosmological N-body simulations of the scalar sector of theories of Newtonian, Relativistic and Modified Gravity
- Measurement of Void Bias Using Separate Universe Simulations
- Separate Universe Void Bias
- Kinetic Field Theory: Exact free evolution of Gaussian phase-space correlations
- Effects of structure formation on the expansion rate of the Universe: An estimate from numerical simulations
- Super-sample tidal modes on the celestial sphere
- Constraining stellar assembly and AGN feedback at the peak epoch of star formation
- Galaxy growth from redshift 5 to 0 at fixed comoving number density
- Cosmic Reionization On Computers. Ultraviolet Continuum Slopes and Dust Opacities in High Redshift Galaxies
- Cosmic Reionization on Computers: Physical Origin of Long Dark Gaps in Quasar Absorption Spectra
- Gravitational collapse in an expanding background and the role of substructure II: Excess power at small scales and its effect of collapse of structures at larger scales
- 21cmFirstCLASS II. Early linear fluctuations of the 21cm signal
- On fast Generation of Cosmological Random Fields
- Not all peaks are created equal: the early growth of Supermassive Black Holes
- Quintessential Isocurvature in Separate Universe Simulations
- Estimating Power Spectrum of Sunyaev-Zeldovich Effect from the Cross-Correlation between WMAP and 2MASS
- Keeping It Real: Revisiting a Real-Space Approach to Running Ensembles of Cosmological N-body Simulations
- Cosmological joint analysis with cosmic growth and expansion rate
- Cosmic Reionization on Computers: Evolution of the Flux Power Spectrum
- Complementary Cosmological Simulations
- Synapse: Synthetic Application Profiler and Emulator
- Impacts of pre-initial conditions on anisotropic separate universe simulations: a boosted tidal response in the epoch of reionization
- Position-dependent Voronoi probability distribution functions for matter and halos
- Cosmological boost factor for dark matter annihilation at redshifts of - using the power spectrum approach
- Cosmological Perturbation Theory as a Tool for Estimating Box-Scale Effects in N-body Simulations
- Improved Halo Model Calibrations for Mixed Dark Matter Models of Ultralight Axions
- Introducing cosmosTNG: simulating galaxy formation with constrained realizations of the COSMOS field
- Sample variance in N--body simulations and impact on tomographic shear predictions
- Scale-dependent halo bias and the squeezed limit bispectrum in the presence of radiation
- Assembly bias in quadratic bias parameters of dark matter halos from forward modeling
- PySCo: A fast Particle-Mesh -body code for modified gravity simulations in Python
- Dark Matter Isocurvature from Curvature
- The Effect of Corner Modes in the Initial Conditions of Cosmological Simulations
- Generation of Arbitrarily Non-Gaussian Fields with a Set Correlation Structure
- Super sample covariance and the volume scaling of galaxy survey covariance matrices
- Effect of the cubic torus topology on cosmological perturbations
- Cylindrical cosmological simulations with StePS
- Sample Variance for Supernovae Distance Measurements and the Hubble tension
- Ginnungagap -- a massively parallel cosmological initial conditions generator
- Searching for dark matter isocurvature initial conditions with N-body Simulations
- Sound Mode and Scale-Dependent Growth in Two-Fluid Dynamical Dark Energy