BEoRN: A fast and flexible framework to simulate the epoch of reionisation and cosmic dawn
arXiv:2305.15466 · doi:10.1093/mnras/stad2937
Abstract
In this study, we introduce BEoRN (Bubbles during the Epoch of Reionisation Numerical Simulator), a publicly available Python code that generates three-dimensional maps of the 21-cm signal from the cosmic dawn and the epoch of reionisation. Built upon N-body simulation outputs, BEoRN populates haloes with stars and galaxies based on a flexible source model. It then computes the evolution of Lyman- coupling, temperature, and ionisation profiles as a function of source properties, and paints these profiles around each source onto a three-dimensional grid. The code consistently deals with the overlap of ionised bubbles by redistributing photons around the bubble boundaries, thereby ensuring photon conservation. It accounts for the redshifting of photons and the source look-back effect for the temperature and Lyman- coupling profiles which extend far into the intergalactic medium to scales of order 100 cMpc. We provide a detailed description of the code and compare it to results from the literature. After validation, we run three different benchmark models based on a cosmological N-body simulation. All three models agree with current observations from UV luminosity functions and estimates of the mean ionisation fraction. Due to different assumptions regarding the small-mass stellar-to-halo relation, the X-ray flux emission, and the ionising photon escape fraction, the models produce unique signatures ranging from a cold reionisation with deep absorption trough to an emission-dominated 21-cm signal, broadly encompassing the current uncertainties at cosmic dawn. The code BEoRN is publicly available at https://github.com/cosmic-reionization/BEoRN.
References in corpus (123)
- Efficient Computation of CMB anisotropies in closed FRW models
- The Average Star Formation Histories of Galaxies in Dark Matter Halos from z=0-8
- Ellipsoidal collapse and an improved model for the number and spatial distribution of dark matter haloes
- A luminous quasar at a redshift of z = 7.085
- Cosmology at Low Frequencies: The 21 cm Transition and the High-Redshift Universe
- An absorption profile centred at 78 megahertz in the sky-averaged spectrum
- An 800-million-solar-mass black hole in a significantly neutral Universe at redshift 7.5
- 21cmFAST: A Fast, Semi-Numerical Simulation of the High-Redshift 21-cm Signal
- Statistics of 207 Lya Emitters at a Redshift Near 7: Constraints on Reionization and Galaxy Formation Models
- The Growth of HII Regions During Reionization
- X-ray emission from star-forming galaxies - I. High-mass X-ray binaries
- A Comprehensive Study on Galaxies at z~9-16 Found in the Early JWST Data: UV Luminosity Functions and Cosmic Star-Formation History at the Pre-Reionization Epoch
- CEERS Key Paper I: An Early Look into the First 500 Myr of Galaxy Formation with JWST
- Model-independent evidence in favor of an end to reionization by z~6
- The evolution of the galaxy UV luminosity function at redshifts z ~ 8-15 from deep JWST and ground-based near-infrared imaging
- New Determinations of the UV Luminosity Functions from z~9 to z~2 show a remarkable consistency with halo growth and a constant star formation efficiency
- A new multi-field determination of the galaxy luminosity function at z=7-9 incorporating the 2012 Hubble Ultra Deep Field imaging
- The Dearth of z~10 Galaxies in all HST Legacy Fields -- The Rapid Evolution of the Galaxy Population in the First 500 Myr
- Spectroscopic Confirmation of Three z-Dropout Galaxies at z = 6.844 - 7.213: Demographics of Lyman-Alpha Emission in z ~ 7 Galaxies
- Directly Observing the Galaxies Likely Responsible for Reionization
- Simulating Cosmic Reionization at Large Scales I: the Geometry of Reionization
- The Universe is Reionizing at z~7: Bayesian Inference of the IGM Neutral Fraction Using Ly Emission from Galaxies
- A simulation calibrated limit on the HI power spectrum from the GMRT Epoch of Reionization experiment
- Improved upper limits on the 21-cm signal power spectrum of neutral hydrogen at from LOFAR
- Toy Models for Galaxy Formation versus Simulations
- Full-Data Results of Hubble Frontier Fields: UV Luminosity Functions at and a Consistent Picture of Cosmic Reionization
- Detecting the Earliest Galaxies Through Two New Sources of 21cm Fluctuations
- X-ray Binary Evolution Across Cosmic Time
- 21 cm fluctuations from inhomogeneous X-ray heating before reionization
- New observations of z~7 galaxies: evidence for a patchy reionization
- Inferring the astrophysics of reionization and cosmic dawn from galaxy luminosity functions and the 21-cm signal
- Radiative transfer simulations of cosmic reionization I: methodology and initial results
- The z = 9-10 galaxy population in the Hubble Frontier Fields and CLASH surveys: The z=9 LF and further evidence for a smooth decline in UV luminosity at z >= 8
- The Extreme Faint End of the UV Luminosity Function at Through Gravitational Telescopes: a comprehensive assessment of strong lensing uncertainties
- Introducing the THESAN project: radiation-magnetohydrodynamic simulations of the epoch of reionization
- C^2-Ray: A new method for photon-conserving transport of ionizing radiation
- Signs of Dark Matter at 21-cm?
- Deep multi-redshift limits on Epoch of Reionisation 21cm Power Spectra from Four Seasons of Murchison Widefield Array Observations
- Taxing the Rich: Recombinations and Bubble Growth During Reionization
- Cosmic Dawn (CoDa): the First Radiation-Hydrodynamics Simulation of Reionization and Galaxy Formation in the Local Universe
- The First Billion Years Project: The escape fraction of ionizing photons in the epoch of reionization
- A lack of evolution in the very bright-end of the galaxy luminosity function from z = 8-10
- FastPM: a new scheme for fast simulations of dark matter and halos
- Comparison Of Reionization Models: Radiative Transfer Simulations And Approximate, Semi-Numeric Models
- Simulating Cosmic Reionization at Large Scales II: the 21-cm Emission Features and Statistical Signals
- First Results from HERA Phase I: Upper Limits on the Epoch of Reionization 21 cm Power Spectrum
- Simulating cosmic reionization: How large a volume is large enough?
- Feedback-regulated star formation and escape of LyC photons from mini-haloes during reionisation
- Constraints on the Star Formation Efficiency of Galaxies During the Epoch of Reionization
- Rapid Decline of Lyman-alpha Emission Toward the Reionization Era
- Improved Constraints on the 21 cm EoR Power Spectrum and the X-Ray Heating of the IGM with HERA Phase I Observations
- Constraining the neutral fraction of hydrogen in the IGM at redshift 7.5
- What does the first highly-redshifted 21-cm detection tell us about early galaxies?
- Constraining Baryon--Dark Matter Scattering with the Cosmic Dawn 21-cm Signal
- Tighter Limits on Dark Matter Explanations of the Anomalous EDGES 21cm Signal
- HERA Phase I Limits on the Cosmic 21-cm Signal: Constraints on Astrophysics and Cosmology During the Epoch of Reionization
- The Global 21-cm Signal in the Context of the High-z Galaxy Luminosity Function
- 21cmFAST v3: A Python-integrated C code forgenerating 3D realizations of the cosmic 21cm signal
- Texas Spectroscopic Search for Ly Emission at the End of Reionization III. the Ly Equivalent-width Distribution and Ionized Structures at
- Evidence of Gunn-Peterson damping wings in high-z quasar spectra: strengthening the case for incomplete reionization
- A simplified, lossless re-analysis of PAPER-64
- The Universe at z>10: Predictions for JWST from the UniverseMachine DR1
- CRASH: a Radiative Transfer Scheme
- Too Hot, Too Cold or Just Right? Implications of a 21-cm Signal for Dark Matter Annihilation and Decay
- Descending from on high: Lyman series cascades and spin-kinetic temperature coupling in the 21 cm line
- The GREATS H+[OIII] Luminosity Function and Galaxy Properties at : Walking the Way of JWST
- Redshift Space Distortion of the 21cm Background from the Epoch of Reionization I: Methodology Re-examined
- The THESAN project: properties of the intergalactic medium and its connection to Reionization-era galaxies
- Astraeus I: The interplay between galaxy formation and reionization
- Light cone effect on the reionization 21-cm power spectrum
- Bounds on Dark Matter annihilations from 21 cm data
- The Imprint of Warm Dark Matter on the Cosmological 21-cm Signal
- Constraining the intergalactic medium at 9.1 using LOFAR Epoch of Reionization observations
- Fast Large-Scale Reionization Simulations
- Probing the Small-Scale Matter Power Spectrum with Large-Scale 21-cm Data
- Decoding the X-ray Properties of Pre-Reionization Era Sources
- High Mass X-ray Binaries and the Cosmic 21-cm Signal: Impact of Host Galaxy Absorption
- On the use of semi-numerical simulations in predicting the 21-cm signal from the epoch of reionization
- Probing reionization with LOFAR using 21-cm redshift space distortions
- High-redshift radio galaxies: a potential new source of 21-cm fluctuations
- Interpreting LOFAR 21-cm signal upper limits at z~9.1 in the context of high-z galaxy and reionisation observations
- Bounds on Dark Matter decay from 21 cm line
- The rich complexity of 21-cm fluctuations produced by the first stars
- Bubble size statistics during reionization from 21-cm tomography
- Optimal identification of HII regions during reionization in 21-cm observations
- Exploring reionisation and high-z galaxy observables with recent multi-redshift MWA upper limits on the 21-cm signal
- Imaging the redshifted 21-cm pattern around the first sources during the cosmic dawn using the SKA
- Constraining cosmology and ionization history with combined 21 cm power spectrum and global signal measurements
- Unique Signatures of Population III Stars in the Global 21-cm Signal
- Reionization history constraints from neural network based predictions of high-redshift quasar continua
- Constraining the state of the intergalactic medium during the Epoch of Reionization using MWA 21-cm signal observations
- The short ionizing photon mean free path at z=6 in Cosmic Dawn III, a new fully-coupled radiation-hydrodynamical simulation of the Epoch of Reionization
- The Large-Scale Observational Signatures of Low-Mass Galaxies During Reionization
- Probing the Bright End of the Rest-Frame Ultraviolet Luminosity Function at z = 8-10 with Hubble Pure-Parallel Imaging
- Fuzzy Dark Matter and the 21cm Power Spectrum
- Galactic ionising photon budget during the Epoch of Reionisation in the Cosmic Dawn II simulation
- Ruling out 3 keV warm dark matter using 21 cm-EDGES data
- Prediction of the 21-cm signal from reionization: comparison between 3D and 1D radiative transfer schemes
- An Effective Model for the Cosmic-Dawn 21-cm Signal
- Photon number conservation and the large-scale 21 cm power spectrum in semi-numerical models of reionization
- Measuring the topology of reionization with Betti numbers
- A halo model approach for the 21-cm power spectrum at cosmic dawn
- Evaluating the QSO contribution to the 21-cm signal from the Cosmic Dawn
- Closing the window on fuzzy dark matter with the 21cm signal
- 21SSD: a public database of simulated 21-cm signals from the epoch of reionization
- Fuzzy Dark Matter at Cosmic Dawn: New 21-cm Constraints
- Dark Matter microphysics and 21 cm observations
- Constraints on warm dark matter from UV luminosity functions of high-z galaxies with Bayesian model comparison
- Redshift-space distortions in simulations of the 21-cm signal from the cosmic dawn
- Deep learning approach for identification of HII regions during reionization in 21-cm observations
- The Universe is at Most 88% Neutral at z=10.6
- High Precision Analyses of Lyman alpha Damping Wing of Gamma-Ray Bursts in the Reionization Era: On the Controversial Results from GRB 130606A at z = 5.91
- First Constraints on Small-Scale Non-Gaussianity from UV Galaxy Luminosity Functions
- The impact of inhomogeneous subgrid clumping on cosmic reionization II: modelling stochasticity
- Inferring the properties of the sources of reionization using the morphological spectra of the ionized regions
- Constraining Warm Dark Matter and Pop III stars with the Global 21-cm Signal
- Population III X-ray Binaries and their Impact on the Early Universe
- Improved treatments of the ionizing photon mean free path in semi-numerical simulations of reionization
- Dark acoustic oscillations: Imprints on the matter power spectrum and the halo mass function
- The role of Pop III stars and early black holes in the 21cm signal from Cosmic Dawn
- Probing dark matter interactions with 21cm observations
- Bubble mapping with the Square Kilometer Array -- I. Detecting galaxies with Euclid, JWST, WFIRST and ELT within ionized bubbles in the intergalactic medium at z>6
- Suppressing variance in 21-cm signal simulations during reionization
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- Elevated UV luminosity density at Cosmic Dawn explained by non-evolving, weakly mass-dependent star formation efficiency
- Deep learning approach for identification of HII regions during reionization in 21-cm observations -- II. foreground contamination
- The importance of stochasticity in determining galaxy emissivities and UV LFs during cosmic dawn and reionization
- Simulation-Based Inference of the sky-averaged 21-cm signal from CD-EoR with REACH
- Efficient simulation of discrete galaxy populations and associated radiation fields during the first billion years
- Deep learning approach for identification of HII regions during reionization in 21-cm observations -- III. image recovery
- Comparison of Bayesian inference methods using the Loreli II database of hydro-radiative simulations of the 21-cm signal
- Prospects for measuring neutrino mass with 21-cm forest
- ECHO21: a tool for modelling global 21-cm signal from dark ages to reionization
- Analytical modeling of the one-dimensional power spectrum of 21-cm forest based on a halo model method
- Impact of anisotropic photon emission from sources during the epoch of reionisation
- Radiative transfer of 21-cm line through ionised cavities in an expanding universe
- Impact of 21-cm foreground mitigation strategies on reionization power spectrum constraints
- Simulation based inference of the ionization history from the 2D 21 cm power spectrum