IllustrisTNG in the HSC-SSP: image data release and the major role of mini mergers as drivers of asymmetry and star formation
arXiv:2308.14793 · doi:10.1093/mnras/stad2971
Abstract
At fixed galaxy stellar mass, there is a clear observational connection between structural asymmetry and offset from the star forming main sequence, SFMS. Herein, we use the TNG50 simulation to investigate the relative roles of major mergers (stellar mass ratios ), minor (), and mini mergers () in driving this connection amongst star forming galaxies (SFGs). We use dust radiative transfer post-processing with SKIRT to make a large, public collection of synthetic Hyper Suprime-Cam Subaru Strategic Program (HSC-SSP) images of simulated TNG galaxies over with (k images). Using their instantaneous SFRs, known merger histories/forecasts, and HSC-SSP asymmetries, we show (1) that TNG50 SFGs qualitatively reproduce the observed trend between SFMS and asymmetry and (2) a strikingly similar trend emerges between SFMS and the time-to-coalescence for mini mergers. Controlling for redshift, stellar mass, environment, and gas fraction, we show that individual mini merger events yield small enhancements in SFRs and asymmetries that are sustained on long timescales (at least Gyr after coalescence, on average) -- in contrast to major/minor merger remnants which peak at much greater amplitudes but are consistent with controls only Gyr after coalescence. Integrating the boosts in SFRs and asymmetries driven by mergers since in TNG50 SFGs, we show that mini mergers are responsible for (i) per cent of all merger-driven star formation and (ii) per cent of merger-driven asymmetric structure. Due to their relative frequency and prolonged boost timescales, mini mergers dominate over their minor and major counterparts in driving star formation and asymmetry in SFGs.
arXiv comment31 pages; 19 figures; MNRAS accepted; Image data available via the TNG website: www.tng-project.org/bottrell23
References in corpus (271)
- Array Programming with NumPy
- Astropy: A Community Python Package for Astronomy
- emcee: The MCMC Hammer
- Planck 2015 results. XIII. Cosmological parameters
- Stellar population synthesis at the resolution of 2003
- The chemical composition of the Sun
- Galactic Stellar and Substellar Initial Mass Function
- The Astropy Project: Building an inclusive, open-science project and status of the v2.0 core package
- The Global Schmidt Law in Star Forming Galaxies
- Cosmic Star Formation History
- The EAGLE project: Simulating the evolution and assembly of galaxies and their environments
- The Infrared Array Camera (IRAC) for the Spitzer Space Telescope
- The physical properties of star forming galaxies in the low redshift universe
- Dark Matter Substructure in Galactic Halos
- Where are the missing galactic satellites?
- Populating a cluster of galaxies - I. Results at z=0
- Dust Grain Size Distributions and Extinction in the Milky Way, LMC, and SMC
- E pur si muove: Galiliean-invariant cosmological hydrodynamical simulations on a moving mesh
- How Do Galaxies Get Their Gas?
- Cosmological SPH simulations: A hybrid multi-phase model for star formation
- Introducing the Illustris Project: Simulating the coevolution of dark and visible matter in the Universe
- Modeling feedback from stars and black holes in galaxy mergers
- Mass and environment as drivers of galaxy evolution in SDSS and zCOSMOS and the origin of the Schechter function
- Simulating Galaxy Formation with the IllustrisTNG Model
- 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
- Spectroscopic Target Selection in the Sloan Digital Sky Survey: The Main Galaxy Sample
- First results from the IllustrisTNG simulations: matter and galaxy clustering
- Detailed Decomposition of Galaxy Images. II. Beyond Axisymmetric Models
- Cold streams in early massive hot haloes as the main mode of galaxy formation
- First results from the IllustrisTNG simulations: the stellar mass content of groups and clusters of galaxies
- Gasdynamics and Starbursts in Major Mergers
- The Sloan Digital Sky Survey Photometric Camera
- UV Star Formation Rates in the Local Universe
- Color Separation of Galaxy Types in the Sloan Digital Sky Survey Imaging Data
- A Cosmological Framework for the Co-Evolution of Quasars, Supermassive Black Holes, and Elliptical Galaxies: I. Galaxy Mergers & Quasar Activity
- First results from the IllustrisTNG simulations: the galaxy color bimodality
- 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
- The Dependence of Star Formation History and Internal Structure on Stellar Mass for 10^5 Low-Redshift Galaxies
- First results from the IllustrisTNG simulations: A tale of two elements -- chemical evolution of magnesium and europium
- Simulating galaxy formation with black hole driven thermal and kinetic feedback
- Simba: Cosmological Simulations with Black Hole Growth and Feedback
- First results from the IllustrisTNG simulations: radio haloes and magnetic fields
- Dust Masses, PAH Abundances, and Starlight Intensities in the SINGS Galaxy Sample
- Formation of Massive Galaxies at High Redshift: Cold Streams, Clumpy Disks and Compact Spheroids
- First Results from the TNG50 Simulation: Galactic outflows driven by supernovae and black hole feedback
- A model for cosmological simulations of galaxy formation physics
- The 2dF Galaxy Redshift Survey: Near Infrared Galaxy Luminosity Functions
- First Results from the TNG50 Simulation: The evolution of stellar and gaseous disks across cosmic time
- Dancing in the dark: galactic properties trace spin swings along the cosmic web
- The Relationship Between Stellar Light Distributions of Galaxies and their Formation Histories
- Constraining the Low-Mass Slope of the Star Formation Sequence at 0.5<z<2.5
- A New Non-Parametric Approach to Galaxy Morphological Classification
- The UKIRT Infrared Deep Sky Survey ZYJHK Photometric System: Passbands and Synthetic Colours
- The merger rate of galaxies in the Illustris Simulation: a comparison with observations and semi-empirical models
- Galaxy Structure and Mode of Star Formation in the SFR-Mass Plane from z ~ 2.5 to z ~ 0.1
- The Atlas3D project - XX. Mass-size and mass-sigma distributions of early-type galaxies: bulge fraction drives kinematics, mass-to-light ratio, molecular gas fraction and stellar initial mass function
- The bimodal galaxy color distribution: dependence on luminosity and environment
- Gas-to-Dust mass ratios in local galaxies over a 2 dex metallicity range
- A concise reference to (projected) Sersic R^{1/n} quantities, including Concentration, Profile Slopes, Petrosian indices, and Kron Magnitudes
- A Catalog of Bulge+Disk Decompositions and Updated Photometry for 1.12 Million Galaxies in the Sloan Digital Sky Survey
- Combined CO & Dust Scaling Relations of Depletion Time and Molecular Gas Fractions with Cosmic Time, Specific Star Formation Rate and Stellar Mass
- The star formation history of mass-selected galaxies in the COSMOS field
- The Impact of cold gas accretion above a mass floor on galaxy scaling relations
- Cold gas accretion in galaxies
- The Asymmetry of Galaxies: Physical Morphology for Nearby and High Redshift Galaxies
- How Do Massive Black Holes Get Their Gas?
- The Hyper Suprime-Cam Software Pipeline
- The effect of galaxy mass ratio on merger--driven starbursts
- Building up the Stellar Halo of the Galaxy
- The optical morphologies of galaxies in the IllustrisTNG simulation: a comparison to Pan-STARRS observations
- The DEEP Groth Strip Survey II. Hubble Space Telescope Structural Parameters of Galaxies in the Groth Strip
- A New Approach to Galaxy Morphology: I. Analysis of the Sloan Digital Sky Survey Early Data Release
- Statistical Properties of Collisionless Equal- and Unequal-Mass Merger Remnants of Disk Galaxies
- The Major and Minor Galaxy Merger Rates at z < 1.5
- Galaxy Merger Morphologies and Time-Scales from Simulations of Equal-Mass Gas-Rich Disc Mergers
- HI in Local Group Dwarf Galaxies and Stripping by the Galactic Halo
- Tracing Galaxy Formation with Stellar Halos II: Relating Substructure in Phase- and Abundance-Space to Accretion Histories
- Structural and Photometric Classification of Galaxies - I. Calibration Based on a Nearby Galaxy Sample
- The Confinement of Star-Forming Galaxies into a Main Sequence through Episodes of Gas Compaction, Depletion, and Replenishment
- Third Data Release of the Hyper Suprime-Cam Subaru Strategic Program
- Tidally-Triggered Star Formation in Close Pairs of Galaxies
- Galaxy mergers with various mass ratios: properties of remnants
- Galaxy Evolution in Cosmological Simulations With Outflows I: Stellar Masses and Star Formation Rates
- Galaxy And Mass Assembly (GAMA): Structural Investigation of Galaxies via Model Analysis (SIGMA)
- Photometric Redshifts for Hyper Suprime-Cam Subaru Strategic Program Data Release 1
- Feedback in simulations of disc-galaxy major mergers
- A physical model for cosmological simulations of galaxy formation: multi-epoch validation
- Inclination- and dust-corrected galaxy parameters: Bulge-to-disc ratios and size-luminosity relations
- Lenstronomy: multi-purpose gravitational lens modelling software package
- 4MOST: Project overview and information for the First Call for Proposals
- The SFR-M* Relation and Empirical Star-Formation Histories from ZFOURGE at 0.5 < z < 4
- The star-formation activity of IllustrisTNG galaxies: main sequence, UVJ diagram, quenched fractions, and systematics
- Sunrise: Polychromatic Dust Radiative Transfer in Arbitrary Geometries
- Galaxy pairs in the Sloan Digital Sky Survey - VIII: The observational properties of post-merger galaxies
- The Deep2 Galaxy Redshift Survey: Evolution of Close Galaxy Pairs and Major-Merger Rates Up to z ~ 1.2
- Molecular and atomic gas along and across the main sequence of star-forming galaxies
- Galaxy Pairs in the 2dF Survey I. Effects of Interactions in the Field
- Galaxy Pairs in the Sloan Digital Sky Survey - V. Tracing changes in star formation rate and metallicity out to separations of 80 kpc
- Modelling the Pan-Spectral Energy Distribution of Starburst Galaxies: IV The Controlling Parameters of the Starburst SED
- Merger Histories of Galaxy Halos and Implications for Disk Survival
- The Effect of Mass Ratio on the Morphology and Time-scales of Disc Galaxy Mergers
- A Turnover in the Galaxy Main Sequence of Star Formation at for Redshifts
- A catalog of bulge, disk, and total stellar mass estimates for the Sloan Digital Sky Survey
- The Dependence of Quenching upon the Inner Structure of Galaxies at 0.5<z< 0.8 in the DEEP2/AEGIS Survey
- Semi-linear gravitational lens inversion
- How stellar feedback simultaneously regulates star formation and drives outflows
- The Horizon-AGN simulation: evolution of galaxy properties over cosmic time
- Introducing the NewHorizon simulation: Galaxy properties with resolved internal dynamics across cosmic time
- THE CANADA-FRANCE REDSHIFT SURVEY IX: HST Imaging of High-Redshift Field Galaxies
- HYPERION: An open-source parallelized three-dimensional dust continuum radiative transfer code
- MegaMorph - multi-wavelength measurement of galaxy structure: complete Sérsic profile information from modern surveys
- Lopsided Spiral Galaxies and a Limit on the Galaxy Accretion Rate
- The BlueTides Simulation: First Galaxies and Reionization
- Three Dimensional Hydrodynamic Simulations of Multiphase Galactic Disks with Star Formation Feedback: I. Regulation of Star Formation Rates
- The SDSS Coadd: 275 deg^2 of Deep SDSS Imaging on Stripe 82
- Galaxy Morphology and Star Formation in the Illustris Simulation at z=0
- Post-starburst galaxies: more than just an interesting curiosity
- Optical colours and spectral indices of EAGLE galaxies with 3D dust radiative transfer code SKIRT
- The mass relations between supermassive black holes and their host galaxies at 1<z<2 with HST-WFC3
- Observational constraints on the merger history of galaxies since : Probabilistic galaxy pair counts in the CANDELS fields
- Probing the Dust Properties of Galaxies at Submillimetre Wavelengths II. Dust-to-gas mass ratio trends with metallicity and the submm excess in dwarf galaxies
- The structures and total (minor + major) merger histories of massive galaxies up to z = 3 in the HST GOODS NICMOS Survey: A possible solution to the size evolution problem
- The FMOS-Cosmos Survey of Star-Forming Galaxies at z~1.6 II. The Mass-Metallicity Relation and the Dependence on Star Formation Rate and Dust Extinction
- Lopsided spiral galaxies: evidence for gas accretion
- Galaxy And Mass Assembly (GAMA): Galaxy close-pairs, mergers, and the future fate of stellar mass
- Quenched fractions in the IllustrisTNG simulations: comparison with observations and other theoretical models
- Dust Formation in Milky Way-like Galaxies
- Photometric Redshift with Bayesian Priors on Physical Properties of Galaxies
- The environments of starburst and post-starburst galaxies at z=0.4-0.8
- Main sequence of star forming galaxies beyond the Herschel confusion limit
- High redshift JWST predictions from IllustrisTNG: Dust modelling and galaxy luminosity functions
- The importance of minor-merger-driven star formation and black-hole growth in disk galaxies
- Simulating the dust content of galaxies: successes and failures
- The Millennium Galaxy Catalogue: The connection between close pairs and asymmetry; implications for the galaxy merger rate
- Galaxy Merger Statistics and Inferred Bulge-to-Disk Ratios in Cosmological SPH Simulations
- Close Pairs of Field Galaxies in the CNOC1 Redshift Survey
- The Luminosity Dependence of the Galaxy Merger Rate
- Interacting galaxies on FIRE-2: The connection between enhanced star formation and interstellar gas content
- Synthetic Galaxy Images and Spectra from the Illustris Simulation
- Are galactic star formation and quenching governed by local, global or environmental phenomena?
- AGNs and galaxy interactions
- The IAC Stripe 82 Legacy Project: a wide-area survey for faint surface brightness astronomy
- The role of mergers in driving morphological transformation over cosmic time
- Two Conditions for Galaxy Quenching: Compact Centres and Massive Haloes
- Galaxy And Mass Assembly (GAMA): relations of bulges, discs and spheroids
- The impact of galactic properties and environment on the quenching of central and satellite galaxies: A comparison between SDSS, Illustris and L-Galaxies
- MegaMorph -- multi-wavelength measurement of galaxy structure: Sérsic profile fits to galaxies near and far
- Dust and elemental abundances in Damped Ly alpha absorbers
- Improved Photometric Calibration of the SNLS and the SDSS Supernova Surveys
- ProFit: Bayesian Profile Fitting of Galaxy Images
- Deep learning predictions of galaxy merger stage and the importance of observational realism
- Mergers, Starbursts, and Quenching in the Simba Simulation
- The ALMaQUEST Survey: The molecular gas main sequence and the origin of the star forming main sequence
- A higher efficiency of converting gas to stars push galaxies at z ~ 1.6 well above the star-forming main sequence
- Similar star formation rate and metallicity evolution timescales drive the fundamental metallicity relation
- The CFHT Large Area U-band Deep Survey (CLAUDS)
- FIREbox: Simulating galaxies at high dynamic range in a cosmological volume
- Galaxy And Mass Assembly (GAMA): the wavelength-dependent sizes and profiles of galaxies revealed by MegaMorph
- The Sloan Digital Sky Survey Stripe 82 Imaging Data: Depth-Optimized Co-adds Over 300 Deg^2 in Five Filters
- Galaxy And Mass Assembly (GAMA): Refining the Local Galaxy Merger Rate using Morphological Information
- Spatially resolved star formation and fuelling in galaxy interactions
- Is Main Sequence Galaxy Star Formation Controlled by Halo Mass Accretion?
- Enhanced atomic gas fractions in recently merged galaxies: quenching is not a result of post-merger gas exhaustion
- Lopsided Spiral Galaxies
- The GALEX Arecibo SDSS survey: III. Evidence for the Inside-Out Formation of Galactic Disks
- Characterization and Photometric Performance of the Hyper Suprime-Cam Software Pipeline
- Formation and Incidence of Shell Galaxies in the Illustris Simulation
- Weakly Damped Modes in Star Clusters and Galaxies
- The significant contribution of minor mergers to the cosmic star formation budget
- Galaxy pairs in the Sloan Digital Sky Survey - XI. A new method for measuring the influence of the closest companion out to wide separations
- Galaxies in the Illustris simulation as seen by the Sloan Digital Sky Survey - II: Size-luminosity relations and the deficit of bulge-dominated galaxies in Illustris at low mass
- The Hubble Sequence at in the IllustrisTNG simulation with deep learning
- The H alpha Galaxy Survey. VIII. Close companions and interactions, and the definition of starbursts
- Galaxy Merger Rates up to z 3 using a Bayesian Deep Learning Model A Major-Merger classifier using IllustrisTNG Simulation data
- Convolutional neural network identification of galaxy post-mergers in UNIONS using IllustrisTNG
- A model for lopsided galactic disks
- The ALMaQUEST Survey: III. Scatter in the resolved star forming main sequence is primarily due to variations in star formation efficiency
- Interacting galaxies in the IllustrisTNG simulations -- I: Triggered star formation in a cosmological context
- Radial motions and radial gas flows in local spiral galaxies
- Interacting galaxies in the IllustrisTNG simulations -- II: Star formation in the post-merger stage
- Early- and late-stage mergers among main sequence and starburst galaxies at 0.2<z<2
- The Galaxy Major Merger Fraction to z ~ 1
- The AMIGA sample of isolated galaxies: VIII. The rate of asymmetric HI profiles in spiral galaxies
- The VIMOS VLT Deep Survey: the contribution of minor mergers to the growth of L_B >= L*_B galaxies since z ~ 1 from spectroscopically identified pairs
- Cold Filamentary Accretion and the Formation of Metal Poor Globular Clusters and Halo Stars
- The dust-continuum size of TNG50 galaxies at : a comparison with the distribution of stellar light, stars, dust and H
- From 'bathtub' galaxy evolution models to metallicity gradients
- Spurious heating of stellar motions in simulated galactic disks by dark matter halo particles
- Mass assembly of galaxies: Smooth accretion versus mergers
- Minor vs Major Mergers: The Stellar Mass Growth of Massive Galaxies from z=3 using Number Density Selection Techniques
- The GOGREEN survey: The environmental dependence of the star-forming galaxy main sequence at
- Galaxy mergers can rapidly shut down star formation
- The intrinsic characteristics of galaxies on the SFR-stellar mass plane at 1.2<z<4: I. the correlation between stellar age, central density and position relative to the main sequence
- On the Origin of Lopsidedness in Galaxies as Determined from the Spitzer Survey of Stellar Structure in Galaxies (S4G)
- The relationship between fine galaxy stellar morphology and star formation activity in cosmological simulations: a deep learning view
- Tidal Features at 0.05<z<0.45 in the Hyper Suprime-Cam Subaru Strategic Program: Properties and Formation Channels
- 4MOST Consortium Survey 7: Wide-Area VISTA Extragalactic Survey (WAVES)
- Beyond Ellipse(s): Accurately Modelling the Isophotal Structure of Galaxies with and
- Powderday: Dust Radiative Transfer for Galaxy Simulations
- Peculiar early-type galaxies in the SDSS Stripe82
- Optical Integral Field Spectroscopy observations applied to simulated galaxies: Testing the fossil record method
- Accurate Identification of Galaxy Mergers with Imaging
- Detecting outliers in astronomical images with deep generative networks
- Gas accretion from minor mergers in local spiral galaxies
- Lopsided galaxies: the case of NGC 891
- The merger and assembly histories of Milky Way- and M31-like galaxies with TNG50: disk survival through mergers
- Expectations of the size evolution of massive galaxies at from the TNG50 simulation: the CEERS/JWST view
- The molecular gas content and fuel efficiency of starbursts at z ~ 1.6 with ALMA
- The merger fraction of post-starburst galaxies in UNIONS
- Bulge plus disc and Sérsic decomposition catalogues for 16,908 galaxies in the SDSS Stripe 82 co-adds: A detailed study of the structural measurements
- The nuclear ring in the unbarred galaxy NGC 278: result of a minor merger?
- A direct measurement of galaxy major and minor merger rates and stellar mass accretion histories at using galaxy pairs in the REFINE survey
- Galaxy Evolution in all Five CANDELS Fields and IllustrisTNG: Morphological, Structural, and the Major Merger Evolution to
- The Lopsidedness of Present-Day Galaxies: Results from the Sloan Digital Sky Survey
- The neutral gas content of post-merger galaxies
- Galapagos-2/Galfitm/GAMA -- multi-wavelength measurement of galaxy structure: separating the properties of spheroid and disk components in modern surveys
- DeepMerge II: Building Robust Deep Learning Algorithms for Merging Galaxy Identification Across Domains
- Photometric properties of reionization-epoch galaxies in the Simba simulations
- AutoProf -- I. An automated non-parametric light profile pipeline for modern galaxy surveys
- Interacting galaxies in the IllustrisTNG simulations -- III: (the rarity of) quenching in post-merger galaxies
- Galaxies in the Illustris simulation as seen by the Sloan Digital Sky Survey - I: Bulge+disc decompositions, methods, and biases
- The Variability of the Star Formation Rate in Galaxies: I. Star Formation Histories Traced by EW(H) and EW(H)
- ERGO-ML I: Inferring the assembly histories of IllustrisTNG galaxies from integral observable properties via invertible neural networks
- Morphological signatures of mergers in the TNG50 simulation and the Kilo-Degree Survey: the merger fraction from dwarfs to Milky Way-like galaxies
- Star formation characteristics of CNN-identified post-mergers in the Ultraviolet Near Infrared Optical Northern Survey (UNIONS)
- Galaxy interactions in IllustrisTNG-100, I: The power and limitations of visual identification
- The ALMaQUEST Survey X: What powers merger induced star formation?
- Probabilistic Mass Mapping with Neural Score Estimation
- A redshift-dependent IRX- dust attenuation relation for TNG50 galaxies
- CO observations of major merger pairs at z=0: Molecular gas mass and star formation
- Spectro-photometric close pairs in GOODS-S: major and minor companions of intermediate-mass galaxies
- A New Automatic Method to Identify Galaxy Mergers I. Description and Application to the STAGES Survey
- North Ecliptic Pole merging galaxy catalogue
- Revealing the physical properties of gas accreting to haloes in the EAGLE simulations
- The combined and respective roles of imaging and stellar kinematics in identifying galaxy merger remnants
- ProFuse: Physical Multi-Band Structural Decomposition of Galaxies and the Mass-Size-Age Plane
- Galaxy And Mass Assembly (GAMA): Bulge-disk decomposition of KiDS data in the nearby universe
- Identification of tidal features in deep optical galaxy images with Convolutional Neural Networks
- The origin of the relation between metallicity and size in star-forming galaxies
- A declining major merger fraction with redshift in the local Universe from the largest-yet catalog of major and minor mergers in SDSS
- Testing the Evolution of the Correlations between Supermassive Black Holes and their Host Galaxies using Eight Strongly Lensed Quasars
- Towards robust determination of non-parametric morphologies in marginal astronomical data: resolving uncertainties with cosmological hydrodynamical simulations
- Galaxy Zoo: Morphological classification of galaxy images from the Illustris simulation
- Accurate Identification of Galaxy Mergers with Stellar Kinematics
- What is Important? Morphological Asymmetries are Useful Predictors of Star Formation Rates of Star-forming Galaxies in SDSS Stripe 82
- The Variability of Star Formation Rate in Galaxies: II. Power Spectrum Distribution on the Main Sequence
- The Subaru HSC Galaxy Clustering with Photometric Redshift I: Dark Halo Masses Versus Baryonic Properties of Galaxies at 0.3<z<1.4
- GASP. VII. Gas accretion onto an isolated galaxy
- The observability of galaxy merger signatures in nearby gas-rich spirals
- Evolution of Cold Streams and Emergence of the Hubble Sequence
- Gas fractions and depletion times in galaxies with different degrees of interaction
- The interconnection between galaxy mergers, AGN activity and rapid quenching of star formation in simulated post-merger galaxies
- The main sequence of star-forming galaxies at z~0.6: reinstating major mergers
- Massive Early-Type Galaxies in the HSC-SSP: Flux Fraction of Tidal Features and Merger Rates
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- Molecular gas and star formation in nearby starburst galaxy mergers
- Lopsided Galaxies in a cosmological context: a new galaxy-halo connection
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- Massive spheroids can form in single minor mergers
- ERGO-ML: Towards a robust machine learning model for inferring the fraction of accreted stars in galaxies from integral-field spectroscopic maps
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- Spurious heating of stellar motions by dark matter particles in cosmological simulations of galaxy formation
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