Ergodicity of FIRE: star formation variations within and between simulated galaxies
arXiv:2607.18005 · doi:10.3847/1538-4357/ae80a1
Abstract
We investigate the ergodicity of star formation in simulated galaxies from the FIRE-2 (Feedback In Realistic Environments) project. We restrict ergodicity considerations to being related to deviations from the star-forming main sequence (SFMS), and in turn whether ensemble averages across populations match time-averaged star formation histories (SFHs) based on simulated observable properties. We find that in these high-resolution simulations the deviations of individual galaxies from the SFMS tend to approach ergodic behavior over time, regardless of the SFMS definition adopted and the star formation estimator used. This trend persists when galaxy morphology, as traced by Sérsic index, is considered despite the spheroid-dominated morphologies showing a smaller range of SFMS deviations than the disk-dominated morphologies. Unsurprisingly, we find more rapid convergence to ergodic behavior for star formation estimators based on shorter time scales ( years) as opposed to longer ( years). We caution that these findings should be considered in the context of the current sample and that further studies, particularly of high redshift evolution and the impact of active galactic nuclei should be investigated.
17 pages, 11 figures, 2 tables. Published in ApJ
References in corpus (68)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Array Programming with NumPy
- Cosmic Star Formation History
- Star Formation in AEGIS Field Galaxies since z=1.1 : The Dominance of Gradually Declining Star Formation, and the Main Sequence of Star-Forming Galaxies
- First results from the IllustrisTNG simulations: the stellar mass content of groups and clusters of galaxies
- A Highly Consistent Framework for the Evolution of the Star-Forming "Main Sequence" from z~0-6
- The EAGLE simulations of galaxy formation: calibration of subgrid physics and model variations
- GIZMO: A New Class of Accurate, Mesh-Free Hydrodynamic Simulation Methods
- FIRE-2 Simulations: Physics versus Numerics in Galaxy Formation
- The Herschel view of the dominant mode of galaxy growth from z=4 to the present day
- Reconciling dwarf galaxies with LCDM cosmology: Simulating a realistic population of satellites around a Milky Way-mass galaxy
- Compaction and Quenching of High-z Galaxies in Cosmological Simulations: Blue and Red Nuggets
- A population of red candidate massive galaxies ~600 Myr after the Big Bang
- How to Measure Galaxy Star Formation Histories II: Nonparametric Models
- 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
- Forming Realistic Late-Type Spirals in a LCDM Universe: The Eris Simulation
- CEERS Key Paper I: An Early Look into the First 500 Myr of Galaxy Formation with JWST
- The stellar mass assembly of galaxies in the Illustris simulation: growth by mergers and the spatial distribution of accreted stars
- A direct dynamical measurement of the Milky Way's disk surface density profile, disk scale length, and dark matter profile at 4 kpc < R < 9 kpc
- Supermassive black holes and their feedback effects in the IllustrisTNG simulation
- Mergers and Bulge Formation in Lambda-CDM: Which Mergers Matter?
- The Confinement of Star-Forming Galaxies into a Main Sequence through Episodes of Gas Compaction, Depletion, and Replenishment
- Not so lumpy after all: modeling the depletion of dark matter subhalos by Milky Way-like galaxies
- Red Nuggets at z~1.5: Compact passive galaxies and the formation of the Kormendy Relation
- The Main Sequence of star-forming galaxies across cosmic times
- Cold Dark Matter Substructure and Galactic Disks I: Morphological Signatures of Hierarchical Satellite Accretion
- The Size Evolution of Star-forming and Quenched Galaxies in the IllustrisTNG simulation
- Dark Matter Substructure in Numerical Simulations: A Tale of Discreteness Noise, Runaway Instabilities, and Artificial Disruption
- Color--Mass-to-Light Ratio Relations for Disk Galaxies
- GEMS: The Size Evolution of Disk Galaxies
- The Local Group on FIRE: Dwarf galaxy populations across a suite of hydrodynamic simulations
- Gas kinematics, morphology, and angular momentum in the FIRE simulations
- The CANDELS/SHARDS multi-wavelength catalog in GOODS-N: Photometry, Photometric Redshifts, Stellar Masses, Emission line fluxes and Star Formation Rates
- The origin of ultra diffuse galaxies: stellar feedback and quenching
- COSMOS2015 photometric redshifts probe the impact of filaments on galaxy properties
- Vertical disc heating in Milky Way-sized galaxies in a cosmological context
- Subsonic turbulence in smoothed particle hydrodynamics and moving-mesh simulations
- CEERS Key Paper III: The Diversity of Galaxy Structure and Morphology at z=3-9 with JWST
- Dust attenuation, bulge formation and inside-out cessation of star-formation in Star-Forming Main Sequence galaxies at z~2
- Public data release of the FIRE-2 cosmological zoom-in simulations of galaxy formation
- The role of mergers in driving morphological transformation over cosmic time
- Star formation histories of dwarf galaxies in the FIRE simulations: dependence on mass and Local Group environment
- A profile in FIRE: resolving the radial distributions of satellite galaxies in the Local Group with simulations
- Forming disk galaxies in wet major mergers. I. Three fiducial examples
- A consistent measure of the merger histories of massive galaxies using close-pair statistics I: Major mergers at
- The origin of scatter in the star formation rate - stellar mass relation
- The Diversity and Variability of Star Formation Histories in Models of Galaxy Evolution
- The significant contribution of minor mergers to the cosmic star formation budget
- What Causes The Formation of Disks and End of Bursty Star Formation?
- SDSS IV MaNGA - An archaeological view of the Cosmic Star Formation History
- The three phases of galaxy formation
- Quantifying the non-ergodicity of scaled Brownian motion
- How baryons affect halos and large-scale structure: a unified picture from the Simba simulation
- Galaxy morphology, kinematics and clustering in a hydrodynamic simulation of a LambdaCDM universe
- Rapid disc settling and the transition from bursty to steady star formation in Milky Way-mass galaxies
- Inferring the star formation histories of the most massive and passive early-type galaxies at z<0.3
- Empirical constraints on the formation of early-type galaxies
- Coincidence between morphology and star-formation activity through cosmic time: the impact of the bulge growth
- Ergodicity breaking and particle spreading in noisy heterogeneous diffusion processes
- Local positive feedback in the overall negative: the impact of quasar winds on star formation in the FIRE cosmological simulations
- The Variability of Star Formation Rate in Galaxies: II. Power Spectrum Distribution on the Main Sequence
- Stochastic Modelling of Star Formation Histories III. Constraints from Physically-Motivated Gaussian Processes
- Ergodicity, lack thereof, and the performance of reservoir computing with memristive networks
- COSMOS-Web: A history of galaxy migrations over the stellar mass-star formation rate plane
- The dark side of galaxy stellar populations II: The dependence of star formation histories on halo mass and on the scatter of the main sequence
- Effective ergodicity in single-spin-flip dynamics
- Quenching of Galaxies at Cosmic Noon: Understanding the Effect of Environment
- Sub-Gyr variability around the SFMS and its contribution to the scatter