An excursion set model of hierarchical clustering: Ellipsoidal collapse and the moving barrier
arXiv:astro-ph/0105113 · doi:10.1046/j.1365-8711.2002.04950.x
Abstract
The excursion set approach allows one to estimate the abundance and spatial distribution of virialized dark matter haloes efficiently and accurately. The predictions of this approach depend on how the nonlinear processes of collapse and virialization are modelled. We present simple analytic approximations which allow us to compare the excursion set predictions associated with spherical and ellipsoidal collapse. In particular, we present formulae for the universal unconditional mass function of bound objects and the conditional mass function which describes the mass function of the progenitors of haloes in a given mass range today. We show that the ellipsoidal collapse based moving barrier model provides a better description of what we measure in the numerical simulations than the spherical collapse based constant barrier model, although the agreement between model and simulations is better at large lookback times. Our results for the conditional mass function can be used to compute accurate approximations to the local-density mass function which quantifies the tendency for massive haloes to populate denser regions than less massive haloes. This happens because low density regions can be thought of as being collapsed haloes viewed at large lookback times, whereas high density regions are collapsed haloes viewed at small lookback times. Although we have only applied our analytic formulae to two simple barrier shapes, we show that they are, in fact, accurate for a wide variety of moving barriers. We suggest how they can be used to study the case in which the initial dark matter distribution is not completely cold.
18 pages, submitted to MNRAS
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- Characterizing dark interactions with the halo mass accretion history and structural properties
- The probability distribution function of the SZ power spectrum: an analytical approach
- Testing Lambda CDM cosmology at turnaround: where to look for violations of the bound?
- The clustering of the first galaxy halos
- An Observational Limit on the Earliest GRBs
- Computation of the Halo Mass Function Using Physical Collapse Parameters: Application to Non-Standard Cosmologies
- On dark matter - dark radiation interaction and cosmic reionization
- Soliton Merger Rates and Enhanced Axion Dark Matter Decay
- Statistics of Dark Matter Halos from the Excursion Set Approach
- Euclid: Modelling massive neutrinos in cosmology -- a code comparison
- Probing the thermal history during reionization using a semi-numerical photon-conserving code SCRIPT
- Probing patchy reionization through tau-21cm correlation statistics
- Clustering analysis of high-redshift Luminous Red Galaxies in Stripe 82
- Improved Mixed Dark Matter Halo Model for Ultralight Axions
- The zCOSMOS-Bright survey: the clustering of early and late galaxy morphological types since z~1
- Constraints on Supermassive Black Hole Binaries from JWST and NANOGrav
- Weighing neutrinos with the halo environment
- On Correlated Random Walks and 21-cm Fluctuations During Cosmic Reionization
- Properties of Wide-separation Lensed Quasars by Clusters of Galaxies in the SDSS
- Predictions of the causal entropic principle for environmental conditions of the universe
- Multi-color detection of gravitational arcs
- The giant arc statistics in the three year WMAP cosmological model
- Effects of Velocity-Dependent Dark Matter Annihilation on the Energy Spectrum of the Extragalactic Gamma-ray Background
- Changes in the halo formation rates due to features in the primordial spectrum
- Spherical collapse model and cluster number counts in power law gravity
- Growth of spherical overdensities in scalar-tensor cosmologies
- The halo mass function and inner structure of ETHOS haloes at high redshift
- Will Multiple Probes of Dark Energy find Modified Gravity?
- Molecular Cloud Properties and CO Line Emission in z >~ 6 Galaxies
- CMB constraints on a physical model of reionization
- Measuring the delay time distribution of binary neutron stars. I. Through Scaling Relations of the Host Galaxies of Gravitational Wave Events
- The statistics of voids as a tool to constrain cosmological parameters: sigma_8 and Omega_m h
- On an Analytical Framework for Voids: Their abundances, density profiles and local mass functions
- Probing primordial non-Gaussianity with the power spectrum and bispectrum of future 21cm intensity maps
- High-resolution imaging of the cosmic mass distribution from gravitational lensing of pregalactic HI
- Studying cosmic reionization with observations of the global 21-cm signal
- Constraints on shear and rotation with massive galaxy clusters
- Dark Matter-baryon segregation in the non-linear evolution of coupled Dark Energy model
- The Epoch of Reionization 21-cm Bispectrum: The impact of light-cone effects and detectability
- Characterizing fast radio bursts through statistical cross-correlations
- CMB lensing reconstruction biases from masking extragalactic sources
- Imprints of primordial non-Gaussianities in X-ray and SZ signals from galaxy clusters
- Euclid: Effect of sample covariance on the number counts of galaxy clusters
- The universal multiplicity function: counting halos and voids
- Impact of astrophysics on cosmology forecasts for 21 cm surveys
- Constraints on Primordial non-Gaussianity from Future HI Intensity Mapping Experiments
- Is WMAP3 normalization compatible with the X-Ray cluster abundance?
- Universal Merger Histories of Dark-Matter Haloes
- Two phase galaxy formation: The Gas Content of Normal Galaxies
- The neutral hydrogen distribution in large-scale haloes from 21-cm intensity maps
- Inevitable imprints of patchy reionization on the cosmic microwave background anisotropy
- What do cluster counts really tell us about the Universe?
- The excursion set approach in non-Gaussian random fields
- Nonlinear modulation of the HI power spectrum on ultra-large scales. I
- Modelling the matter bispectrum at small scales in modified gravity
- Globular Cluster Formation in the Virgo Cluster
- Ultra-light axions and the kinetic Sunyaev-Zel'dovich Effect
- Non-Gaussianity and Excursion Set Theory: Halo Bias
- Primordial Non-Gaussianity and Reionization
- The clustering of baryonic matter. I: a halo-model approach
- Halo Assembly Bias in the Quasi-linear Regime
- Stochastic bias in multi-dimensional excursion set approaches
- Constraining the reionization and thermal history of the Universe using a semi-numerical photon-conserving code SCRIPT
- The Cosmological History of Accretion onto Dark Halos and Supermassive Black Holes
- The imprint of the cosmic supermassive black hole growth history on the 21 cm background radiation
- Fixing a Rigorous Formalism for the Accurate Analytic Derivation of Halo Properties
- Beyond CDM with HI intensity mapping: robustness of cosmological constraints in the presence of astrophysics
- A high-resolution cosmological simulation of a strong gravitational lens
- Predicting the number of giant arcs expected in the next generation wide-field surveys from space
- The role of Pop III stars and early black holes in the 21cm signal from Cosmic Dawn
- Late time sky as a probe of steps and oscillations in primordial Universe
- Spherical collapse model in agegraphic dark energy cosmologies
- Double Distribution of Dark Matter Halos with respect to Mass and Local Overdensity
- On the equivalence between the effective cosmology and excursion set treatments of environment
- On the cosmological mass function theory
- Magnification bias as a novel probe for primordial magnetic fields
- A Method to Measure the Mass of Damped Ly-alpha Absorber Host Galaxies Using Fluctuations in 21cm Emission
- Constraining the mass density of free-floating black holes using razor-thin lensing arcs
- Quasi-equilibrium models of high-redshift disc galaxy evolution
- The cosmic web connection to the dark matter halo distribution through gravity
- Dark Matter Halos from the Inside Out
- Effects of galaxy-halo alignment and adiabatic contraction on gravitational lens statistics
- Tracing the Nature of Dark Energy with Galaxy Distribution
- The halo mass function conditioned on density from the Millennium Simulation: insights into missing baryons and galaxy mass functions
- Stochastic gravitational wave background from cold dark matter halos
- The Race Between Stars and Quasars in Reionizing Cosmic Hydrogen
- Euclid: Constraining linearly scale-independent modifications of gravity with the spectroscopic and photometric primary probes
- Diffuse Gamma Ray Background from Annihilating Dark Matter in Density Spikes around Supermassive Black Holes
- On general features of warm dark matter with reduced relativistic gas
- Out of sight, out of mind? The impact of correlated clustering in substructure lensing
- Virial halo mass function in the cosmology
- New empirical constraints on the cosmological evolution of gas and stars in galaxies
- The SRG-eROSITA All-Sky Survey : Constraints on f(R) Gravity from Cluster Abundance
- Mass accretion rates of clusters of galaxies: CIRS and HeCS
- A Better Way to Define Dark Matter Haloes
- On the Markovian assumption in the excursion set approach: the approximation of Markov Velocities
- The abundance of dark matter haloes down to Earth mass
- Large-scale structures in the CDM Universe: network analysis and machine learning
- Matter power spectra in dynamical-Dark Energy cosmologies
- Structure formation in dark energy cosmologies described by PADE parameterization
- Mass of clusters in simulations
- Small scale structures in coupled scalar field dark matter
- Statistical properties of the linear tidal shear
- Halo concentrations from extended Press-Schechter merger histories
- Scale-dependent bias from multiple-field inflation
- Can primordial black holes explain the overabundance of bright super-early galaxies?
- Properties of High Redshift Quasars-I: Evolution of the super-massive black-hole to halo mass ratio
- Halo statistics in non-Gaussian cosmologies: the collapsed fraction, conditional mass function, and halo bias from the path-integral excursion set method
- A Merger Tree with Microsolar Mass Resolution: Application to -ray Emission from Subhalo Population
- The contribution of the IGM and minihalos to the 21 cm signal of reionization
- The Universal Specific Merger Rate of Dark Matter Halos
- Constraints on the velocity profiles of galaxies from strong lensing statistics and semi-analytical modelling of galaxy formation
- EDGES result versus CMB and low-redshift constraints on ionization histories
- Modelling the shapes of the largest gravitationally bound objects
- Halo Mass Definition and Multiplicity Function
- Testing model independent modified gravity with future large scale surveys
- Merger history trees of dark matter haloes in moving barrier models
- The Halo Occupation Distribution of HI from 21cm Intensity Mapping at Moderate Redshifts
- The Global 21 cm Absorption from Cosmic Dawn with Inhomogeneous Gas Distribution
- Modeling Reionization in a Bursty Universe
- Scalar field-perfect fluid correspondence and nonlinear perturbation equations
- Future sensitivity of neutrino telescopes to dark matter annihilations from the cosmic diffuse neutrino signal
- Excursion set peaks in energy as a model for haloes
- An analytical model of the large neutral regions during the late stage of reionization
- The Imprint of Cosmic Reionization on Galaxy Clustering
- Two phase galaxy formation: The Evolutionary Properties of Galaxies
- Detailed theoretical predictions of the outskirts of dark matter halos
- Stacking Clusters in the ROSAT All-Sky Survey
- Imprint of non-linear effects on HI intensity mapping on large scales
- A physical and concise halo model based on the depletion radius
- Dark matter halo creation in moving barrier models
- Growth of non-linear structures and spherical collapse in the Galileon Ghost Condensate model
- Quantifying the tension between cosmological models and JWST red candidate massive galaxies
- Understanding the Observed Evolution of the Galaxy Luminosity Function from z=6-10 in the Context of Hierarchical Structure Formation
- Peaks and dips in Gaussian random fields: a new algorithm for the shear eigenvalues, and the excursion set theory
- Culminating the peak CUSP to descry the dark side of halos
- ΛCDM is still not broken: empirical constraints on the star formation efficiency at z ~ 12-30
- Isotropic extragalactic flux from dark matter annihilations: lessons from interacting dark matter scenarios
- Testing the conditional mass function of dark matter halos against numerical N-body simulations
- An Accurate Comprehensive Approach to Substructure: I. Accreted Subhaloes
- The environment and redshift dependence of accretion onto dark matter halos and subhalos
- Toward an Improved Analytical Description of Lagrangian Bias
- Extragalactic Science with the Experiment for Cryogenic Large-aperture Intensity Mapping
- Constraints on halo formation from cross-correlations with correlated variables
- A prescription for the conditional mass function of dark matter haloes
- Source Mergers and Bubble Growth During Reionization
- The impact of turbulent mixing on the galactic r-process enrichment by binary neutron star mergers
- Higher multipoles of the galaxy bispectrum in redshift space
- The ALFALFA HI velocity width function
- Effects of P-wave Annihilation on the Angular Power Spectrum of Extragalactic Gamma-rays from Dark Matter Annihilation
- Effect of a High-Precision Semi-Analytical Mass Function on the Merger Rate of Primordial Black Holes in Dark Matter Halos
- Synergizing 21 cm and sub-millimetre surveys during reionization: new empirical insights
- Galaxy cluster mass accretion rates from IllustrisTNG
- GECO: Galaxy Evolution COde - A new semi-analytical model of galaxy formation
- Neglecting Primordial non-Gaussianity Threatens Future Cosmological Experiment Accuracy
- An analytic halo approach to the bispectrum of galaxies in redshift space
- Uncovering Mass Segregation with Galaxy Analogues in Dark Matter Simulations
- Excursion Set Theory for Correlated Random Walks
- On the Abundance of Extreme Voids
- A Stochastic Theory of the Hierarchical Clustering I. Halo Mass Function
- Evolution of the cosmological mass function in a moving barrier model
- Deep learning insights into cosmological structure formation
- Quantifying the coherent outflows of galaxies around voids in the SDSS DR7
- Extragalactic and galactic gamma-rays and neutrinos from annihilating dark matter
- Confrontation of Top-Hat Spherical Collapse against Dark Halos from Cosmological N-Body Simulations
- The halo mass function in the cosmic web
- Intensity Mapping without Cosmic Variance
- Bias and Conditional Mass Function of Dark Halos Based on the Nonspherical Collapse Model
- The mass and temperature functions in a moving barrier model
- An IllustrisTNG View of the Caustic Technique for Galaxy Cluster Mass Estimation
- Star Formation and Chemical Enrichment in Protoclusters
- Constraints on primordial non-Gaussianity from WMAP7 and Luminous Red Galaxies power spectrum and forecast for future surveys
- Efficient exploration of reionization parameters for the upcoming 21 cm observations using a photon conserving semi-numerical model SCRIPT
- A joint analysis of AMI and CARMA observations of the recently discovered SZ galaxy cluster system AMI-CL J0300+2613
- Ram pressure profiles in galaxy groups and clusters
- The spherical collapse model with shell crossing
- Abundance matching for low mass galaxies in the CDM and FDM models
- Statistics of Dark Matter Halos in the Excursion Set Peak Framework
- Probing superheavy dark matter through lunar radio observations of ultrahigh-energy neutrinos and the impacts of neutrino cascades
- Cosmological interpretation of the color-magnitude diagrams of galaxy clusters
- On the Evolution of High-Redshift Active Galactic Nuclei
- : A generative, fast, and differentiable halo model for wide-field galaxy surveys
- The 21cm Power Spectrum and the Shapes of Non-Gaussianity
- Scale Dependence of the Halo Bias in General Local-Type Non-Gaussian Models I: Analytical Predictions and Consistency Relations
- The virialization density of peaks with general density profiles under spherical collapse
- A fast method of reionization parameter space exploration using GPR trained SCRIPT
- Topological Defects in Gravitational Lensing Shear Fields
- Starlight from JWST: Implications for star formation and dark matter models
- Modified Baryonic Dynamics: two-component cosmological simulations with light sterile neutrinos
- Understanding the Cosmic Mass Function High Mass Behaviour
- The galaxy bias at second order in general relativity with Non-Gaussian initial conditions
- MUSCLE-UPS: Improved Approximations of the Matter Field with the Extended Press-Schechter Formalism and Lagrangian Perturbation Theory
- Dark matter halo mass functions and density profiles from mass and energy cascade
- The coevolution of the velocity and mass functions of galaxies and dark haloes
- Efficient simulation of discrete galaxy populations and associated radiation fields during the first billion years
- The influence of mergers on the cluster temperature function and cosmological parameters derived from it
- Biasing relation, environmental dependencies and estimation of the growth rate from star forming galaxies
- Modified initial power spectrum and too big to fail problem
- Galaxy Formation and Dark Matter
- Constraining the host galaxy halos of massive black holes from LISA event rates
- Constraining primordial non-Gaussianity with cosmological weak lensing: shear and flexion
- Choose to smooth: Gaussian streaming with the truncated Zel'dovich approximation
- Cosmic shear statistics in cosmologies with non-Gaussian initial conditions
- Prospects for Observing High-redshift Radio-loud Quasars in the SKA Era: Paving the Way for 21-cm Forest Observations
- Angular Momentum Evolution in Dark Matter Halos
- Enhanced spectrum of primordial perturbations, galaxy formation and small scale structure
- Constraining Ultra-light Axions with Galaxy Cluster Number Counts
- Mass accretion rates of the HectoMAP clusters of galaxies
- Lyman alpha Properties of Simulated Galaxies in Overdense Regions: Effects of Galactic Winds at z > 6
- A framework to mitigate patchy reionization contamination on the primordial gravitational wave signal
- Modeling Post-Reionization HI Distributions in Fuzzy Dark Matter Cosmologies Using Conditional Normalizing Flows
- Structure formation in clustering DBI dark energy model with constant sound speed
- Primordial density perturbations with running spectral index: impact on non-linear cosmic structures
- Improvements in the X-ray luminosity function and constraints on the Cosmological parameters from X-ray luminous clusters
- Halo Growth and Merger Rates as a Cosmological Test
- Gravitational Lensing in More Realistic Dark Matter Halo Models
- Gravitational Redshifts in Clusters and Voids
- Joint 21-cm and CMB Forecasts for Constraining Self-Interacting Massive Neutrinos
- The impact of the cosmological constant on past and future star formation
- A Stochastic Theory of the Hierarchical Clustering II. Halo progenitor mass function and large-scale bias
- Dark matter halo assembly bias: environmental dependence in the non-Markovian excursion set theory
- Effects of tidal gravitational fields in clustering dark energy models
- Investigating the Physics and Environment of Lyman Limit Systems in Cosmological Simulations
- Non-Markov Excursion Set Model of Dark Matter Halo Abundances
- The fractional Brownian motion and the halo mass function
- Effects of correlation between merging steps on the global halo formation
- Stochastic Model of the Spin Distribution of Dark Matter Halos
- The contribution of the Warm-Hot Intergalactic Medium to the CMB anisotropies via the Sunyaev-Zeldovich effect
- Scale-dependent bias from an inflationary bispectrum: the effect of a stochastic moving barrier
- The effect of finite halo size on the clustering of neutral hydrogen
- Prospects for disentangling dark matter with weak lensing
- High accuracy power spectra including baryonic physics in dynamical Dark Energy models
- Cluster Assembly Times as a Cosmological Test
- Improvements in the M-T relation and mass function and the measured Omega_m through clusters evolution
- The environment-dependence of the growth of the most massive objects in the Universe
- On the anisotropic density distribution on large scales
- The growth of DM and DE perturbations in DBI non-canonical scalar field scenario
- Toward More Realistic Mass Functions For Ultradense Dark Matter Halos
- Can EDGES observation favour any dark matter model?
- An expanded merger-tree description of cluster evolution
- Tidal shear and the consistency of microscopic Lagrangian halo approaches
- Evolution of spherical over-densities in tachyon scalar field model
- The Degeneracy of Galaxy Formation Models
- A Multi-messenger view of Cosmic Dawn: Conquering the Final Frontier
- Constraining cosmological parameters using void statistics from the SDSS survey
- Environmental effects on halo abundance and weak lensing peak statistics toward large underdense regions
- Universality of the halo mass function in screened gravity theories
- The galaxy bias profile of cosmic voids
- Simulating Cosmic Reionization
- Deep learning approach for identification of HII regions during reionization in 21-cm observations -- III. image recovery
- Einasto profile as the halo model solution coupled to the depletion radius
- Unravelling the formation of the first supermassive black holes with the SKA pulsar timing array
- Non-linear matter power spectrum without screening dynamics modelling in gravity
- Galaxy formation from a timescale perspective
- Constraining cosmology with the velocity function of low-mass galaxies
- HD 42659: The only known roAp star in a spectroscopic binary observed with B photometry, TESS and SALT
- Prospects of FRBs and Large Scale 21 cm Power Spectra in Constraining the Epoch of Reionization
- Stochasticity in halo formation and the excursion set approach
- The north-south asymmetry of the ALFALFA HI velocity width function
- Mass assembly history of dark matter halos in the light of tension
- Prospects for measuring neutrino mass with 21-cm forest
- A halo model of extragalactic contamination to CMB lensing, delensing, and cross-correlations
- Evolution of the Deterministic Collapse Barrier of the Field Clusters as a Probe of Cosmology
- Comparison of Bayesian inference methods using the Loreli II database of hydro-radiative simulations of the 21-cm signal
- Evolving beyond z=0: insights about the future of stars and the intergalactic medium
- Improved Halo Model Calibrations for Mixed Dark Matter Models of Ultralight Axions
- An Improved Treatment of Cosmological Intergalactic Medium Evolution
- Cosmological constraints on neutrino masses in light of JWST red and massive candidate galaxies
- A spherical hydrodynamical model of cosmic voids in ΛCDM and beyond
- Accurate halo mass functions from the simplest excursion set theory
- Voids and Halos in Voids statistics as a probe of the Expansion History of the Universe
- Lensing of 21cm Absorption "Halos" of 20-30 First Galaxies
- An Analytical Approach to the Spin-Distribution of Dark Halos
- The Herschel-SPIRE Legacy Survey (HSLS): the scientific goals of a shallow and wide submillimeter imaging survey with SPIRE
- A Stochastic Theory of the Hierarchical Clustering III. The Non-universality and Non-stationarity of the Halo Mass Function
- Evolution of spherical overdensities in new agegraphic dark energy model
- The Splashback Mass Function in the Presence of Massive Neutrinos
- Statistical Properties of Supercluster-Like Filaments from Cosmological Simulations
- Structure Formation with Warm White Noise: Effects of Finite Number Density and Velocity Dispersion in Particle and Wave Dark Matter
- Neutral hydrogen in the post-reionization universe
- The energy shear of protohaloes
- On the Abundance of Extreme Voids II: A Survey of Void Mass Functions
- Merger rates of dark matter haloes: a comparison between EPS and N-body results
- Approximate methods for the generation of dark matter halo catalogs in the age of precision cosmology
- Astrophysical systematics in Kinematic Lensing: quantifying an Intrinsic Alignment analog
- Global 21 cm signal: a promising probe of primordial features
- On the spin distributions of CDM haloes
- Accelerating HI density predictions during the Epoch of Reionization using a GPR-based emulator on N-body simulations
- Statistical Decoupling of Lagrangian Fluid Parcel in Newtonian Cosmology
- Signatures of inhomogeneous dark matter annihilation on 21-cm
- Searching for Dark Matter Annihilation with IceCube and P-ONE
- Ultradense Dark Matter Halos with Poisson Noise from Stellar-Mass Primordial Black Holes
- The AIDA-TNG project: 3D halo shapes
- Cosmology of Single Species Hidden Dark Matter
- Using Local Volume data to constrain Dark Matter dynamics
- The Infancy of Cosmic Reionization
- Mass function and assembly of dark halos: an approach to inventory isolated overdense regions in random fields
- The Supersonic Project: SIGOs, a Proposed Progenitor to Globular Clusters, and their Connections to Gravitational Wave Anisotropies
- Mass scaling relations for dark halos from an analytic universal outer density profile
- Extended Hernquist-Springel formalism for cosmic star formation
- Absorption in the 21 cm Hydrogen Line at as a Sensitive Tool for the Construction of a Cosmological Model on Small Scales
- A Beginner's Guide to Line Intensity Mapping Power Spectra
- Excursion Sets with a "Perfect" Collapse Model
- Impact of the shape of the prestellar density fluctuations on the core mass function
- On the universality of the halo mass function beyond CDM cosmology
- The Extended Zel'dovich Mass Functions of Clusters and Isolated Clusters in the Presence of Primordial Non-Gaussianity
- Path integral approach for merger rates of dark matter haloes
- High precision spectra at large redshift for dynamical DE cosmologies
- The Mass Function of Dark Halos in Superclusters and Voids
- Tracking through equality
- Weak lensing of bright standard sirens: prospects for
- Towards an Observational Detection of Halo Spin Bias using Spin-Orbit Coherence
- Seeing Wiggles without Seeing Wiggles: BAO Recovery in 21 cm Intensity Mapping with Deep Learning
- Quantum geometry from commutators: a Heisenberg-picture framework and a toy application to early structure
- Hybrid : general, unified, non-linear matter power spectrum in redshift space
- The role of energy shear in the collapse of protohaloes
- Accelerating reionization constraints: An ANN-emulator framework for the SCRIPT Semi-numerical Model
- Cosmological constraints from clustering properties of galaxy clusters
- A general framework for unbiased tests of gravity using galaxy clusters
- Configuration Requirements for 21-cm Forest Background Quasar Searches with the Moon-based Interferometer
- Luminosity Function of Galaxies in Voids: A Modification Inspired by Excursion Set Theory
- Addressing the too-big-to-fail problem and the void phenomenon through a modified initial power spectrum
- Structure formation in a non-canonical scalar field model of clustering dark energy
- Quantifying and mitigating the effect of snapshot interval in light-cone Epoch of Reionization 21-cm simulations
- Cosmic velocity, density and halo mass function: Insights from deep learning
- Mass functions from the excursion set model