Simulating realistic disk galaxies with a novel sub-resolution ISM model

We present results of cosmological simulations of disk galaxies carried out with the GADGET-3 TreePM+SPH code, where star formation and stellar feedback are described using our MUlti Phase Particle Integrator (MUPPI) model. This description is based on simple multi-phase model of the interstellar medium at unresolved scales, where mass and energy flows among the components are explicitly followed by solving a system of ordinary differential equations. Thermal energy from SNe is injected into the local hot phase, so as to avoid that it is promptly radiated away. A kinetic feedback prescription generates the massive outflows needed to avoid the over-production of stars. We use two sets of zoomed-in initial conditions of isolated cosmological halos with masses (2-3) * 10^{12} Msun, both available at several resolution levels. In all cases we obtain spiral galaxies with small bulge-over-total stellar mass ratios (B/T \approx 0.2), extended stellar and gas disks, flat rotation curves and realistic values of stellar masses. Gas profiles are relatively flat, molecular gas is found to dominate at the centre of galaxies, with star formation rates following the observed Schmidt-Kennicutt relation. Stars kinematically belonging to the bulge form early, while disk stars show a clear inside-out formation pattern and mostly form after redshift z=2. However, the baryon conversion efficiencies in our simulations differ from the relation given by Moster et al. (2010) at a 3 sigma level, thus indicating that our stellar disks are still too massive for the Dark Matter halo in which they reside. Results are found to be remarkably stable against resolution. This further demonstrates the feasibility of carrying out simulations producing a realistic population of galaxies within representative cosmological volumes, at a relatively modest resolution.

[1]  S. White,et al.  The EAGLE project: Simulating the evolution and assembly of galaxies and their environments , 2014, 1407.7040.

[2]  C. Simpson,et al.  Dwarf galaxies in CDM and SIDM with baryons: observational probes of the nature of dark matter , 2014, 1405.5216.

[3]  V. Springel,et al.  Introducing the Illustris Project: the evolution of galaxy populations across cosmic time , 2014, 1405.3749.

[4]  V. Springel,et al.  Introducing the Illustris Project: simulating the coevolution of dark and visible matter in the Universe , 2014, 1405.2921.

[5]  V. Springel,et al.  Properties of galaxies reproduced by a hydrodynamic simulation , 2014, Nature.

[6]  S. White,et al.  Why stellar feedback promotes disc formation in simulated galaxies , 2014, 1403.6124.

[7]  A. Sozzetti,et al.  The galactic habitable zone of the Milky Way and M31 from chemical evolution models with gas radial flows , 2014, 1403.2268.

[8]  D. Fisher,et al.  Simulating disc galaxy bulges that are consistent with observed scaling relations , 2014, 1402.2702.

[9]  R. Cen ON THE ORIGIN OF THE HUBBLE SEQUENCE: I. INSIGHTS ON GALAXY COLOR MIGRATION FROM COSMOLOGICAL SIMULATIONS , 2013, 1311.5916.

[10]  P. Hopkins,et al.  Galaxies on FIRE (Feedback In Realistic Environments): stellar feedback explains cosmologically inefficient star formation , 2013, 1311.2073.

[11]  Andreas Burkert,et al.  Cosmological simulations of black hole growth: AGN luminosities and downsizing , 2013, 1308.0333.

[12]  V. Springel,et al.  The formation of disc galaxies in high-resolution moving-mesh cosmological simulations , 2013, 1305.5360.

[13]  R. Davé,et al.  The effect of metal enrichment and galactic winds on galaxy formation in cosmological zoom simulations , 2013, 1309.2946.

[14]  F. Matteucci,et al.  Abundance gradients in spiral discs: is the gradient inversion at high redshift real? , 2013, 1308.1549.

[15]  V. Springel,et al.  A model for cosmological simulations of galaxy formation physics: multi-epoch validation , 2013, 1305.4931.

[16]  K. Pilkington The Distribution Of Metals In Cosmological Hydrodynamical Simulations Of Dwarf Disk Galaxies , 2013 .

[17]  Thorsten Naab,et al.  Towards a more realistic population of bright spiral galaxies in cosmological simulations , 2013, 1304.1559.

[18]  S. Borgani,et al.  Galactic winds in cosmological simulations of the circumgalactic medium , 2012, 1210.3582.

[19]  A. Pontzen,et al.  Conserved actions, maximum entropy and dark matter haloes , 2012, 1210.1849.

[20]  S. Borgani,et al.  Baryon Census in Hydrodynamical Simulations of Galaxy Clusters , 2012, 1209.5058.

[21]  G. Stinson,et al.  Making Galaxies in a Cosmological Context: The Need for Early Stellar Feedback , 2012, 1208.0002.

[22]  V. Springel,et al.  Shaping the galaxy stellar mass function with supernova- and AGN-driven winds , 2012, 1205.2694.

[23]  F. Walter,et al.  THE SHAPES OF THE H i VELOCITY PROFILES OF THE THINGS GALAXIES , 2012, 1207.5041.

[24]  B. Willman,et al.  BARYONS MATTER: WHY LUMINOUS SATELLITE GALAXIES HAVE REDUCED CENTRAL MASSES , 2012, 1207.0007.

[25]  A. Stilp,et al.  Implementing molecular hydrogen in hydrodynamic simulations of galaxy formation , 2012, 1205.5567.

[26]  B. Gibson,et al.  The distribution of metals in cosmological hydrodynamical simulations of dwarf disc galaxies , 2012, 1205.4796.

[27]  J. Schaye,et al.  Simulating galactic outflows with thermal supernova feedback , 2012, 1203.5667.

[28]  T. Ensslin,et al.  Galactic winds driven by cosmic ray streaming , 2012, 1203.1038.

[29]  S. Borgani,et al.  A WARM MODE OF GAS ACCRETION ON FORMING GALAXIES , 2012, 1202.5212.

[30]  S. Oh,et al.  Cuspy No More: How Outflows Affect the Central Dark Matter and Baryon Distribution in Lambda CDM Galaxies , 2012, 1202.0554.

[31]  J. Schaye,et al.  The Aquila comparison project: the effects of feedback and numerical methods on simulations of galaxy formation , 2011, 1112.0315.

[32]  Munich,et al.  Schmidt–Kennicutt relations in SPH simulations of disc galaxies with effective thermal feedback from supernovae , 2011, 1109.0484.

[33]  R. Giovanelli,et al.  THE VELOCITY WIDTH FUNCTION OF GALAXIES FROM THE 40% ALFALFA SURVEY: SHEDDING LIGHT ON THE COLD DARK MATTER OVERABUNDANCE PROBLEM , 2011, 1106.0710.

[34]  Lucio Mayer,et al.  FORMING REALISTIC LATE-TYPE SPIRALS IN A ΛCDM UNIVERSE: THE ERIS SIMULATION , 2011, 1103.6030.

[35]  P. Hopkins,et al.  Self-regulated star formation in galaxies via momentum input from massive stars , 2011, 1101.4940.

[36]  S. More,et al.  Dark halo response and the stellar initial mass function in early-type and late-type galaxies , 2010, 1012.5859.

[37]  J. Bailin,et al.  Cosmological galaxy formation simulations using smoothed particle hydrodynamics , 2010 .

[38]  Jeremiah P. Ostriker,et al.  THE TWO PHASES OF GALAXY FORMATION , 2010, 1010.1381.

[39]  B. Gibson,et al.  Hierarchical formation of bulgeless galaxies: why outflows have low angular momentum , 2010, 1010.1004.

[40]  S. Borgani,et al.  Cosmic evolution of the C iv in high-resolution hydrodynamic simulations , 2010, 1007.1628.

[41]  V. Springel,et al.  Feedback and the structure of simulated galaxies at redshift z=2 , 2010, 1004.5386.

[42]  M. Wadepuhl,et al.  Satellite galaxies in hydrodynamical simulations of Milky Way sized galaxies , 2010, 1004.3217.

[43]  J. Bailin,et al.  Cosmological Galaxy Formation Simulations Using SPH , 2010, 1004.0675.

[44]  R. Teyssier,et al.  The formation of disc galaxies in a ΛCDM universe , 2010, 1004.0005.

[45]  S. Borgani,et al.  A subresolution multiphase interstellar medium model of star formation and supernova energy feedback , 2010, 1002.4122.

[46]  Cfa,et al.  An observer's view of simulated galaxies: disc-to-total ratios, bars and (pseudo-)bulges , 2010, 1001.4890.

[47]  K. Nagamine,et al.  Multicomponent and variable velocity galactic outflow in cosmological hydrodynamic simulations , 2010, 1001.3525.

[48]  B. Whitney,et al.  THE PRESENT-DAY STAR FORMATION RATE OF THE MILKY WAY DETERMINED FROM SPITZER-DETECTED YOUNG STELLAR OBJECTS , 2010, 1001.3672.

[49]  B. Willman,et al.  Bulgeless dwarf galaxies and dark matter cores from supernova-driven outflows , 2009, Nature.

[50]  O. Valenzuela,et al.  LOW-MASS GALAXY FORMATION IN COSMOLOGICAL ADAPTIVE MESH REFINEMENT SIMULATIONS: THE EFFECTS OF VARYING THE SUB-GRID PHYSICS PARAMETERS , 2009, 0912.4298.

[51]  J. Schaye,et al.  The physics driving the cosmic star formation history , 2009, 0909.5196.

[52]  S. White,et al.  How do galaxies populate dark matter haloes , 2009, 0909.4305.

[53]  Durham,et al.  The properties of satellite galaxies in simulations of galaxy formation , 2009, 0909.0265.

[54]  V. Springel E pur si muove: Galilean-invariant cosmological hydrodynamical simulations on a moving mesh , 2009, 0901.4107.

[55]  M. Steinmetz,et al.  The Angular Momentum Problem in Cosmological Simulations of Disk Galaxy Formation , 2009, 0909.4156.

[56]  S. White,et al.  Galaxies–intergalactic medium interaction calculation – I. Galaxy formation as a function of large-scale environment , 2009, 0906.4350.

[57]  S. Borgani,et al.  Damped Lyman α systems in high‐resolution hydrodynamical simulations , 2009, 0904.3545.

[58]  J. Schaye,et al.  Cosmological simulations of the growth of supermassive black holes and feedback from active galactic nuclei: method and tests , 2009, 0904.2572.

[59]  R. Somerville,et al.  CONSTRAINTS ON THE RELATIONSHIP BETWEEN STELLAR MASS AND HALO MASS AT LOW AND HIGH REDSHIFT , 2009, 0903.4682.

[60]  G. Granato,et al.  Two-Phase Galaxy Formation , 2009, 0903.2390.

[61]  H. Rix,et al.  WHAT IS DRIVING THE H i VELOCITY DISPERSION? , 2009, 0903.0183.

[62]  S. White,et al.  The formation and survival of discs in a ΛcDM universe , 2008, 0812.0976.

[63]  J. Schaye,et al.  The effect of photoionization on the cooling rates of enriched, astrophysical plasmas , 2008, 0807.3748.

[64]  R. Cen,et al.  GALAXY SIZE PROBLEM AT z = 3: SIMULATED GALAXIES ARE TOO SMALL , 2008, 0805.3150.

[65]  A. Klypin,et al.  THE ROLE OF STELLAR FEEDBACK IN THE FORMATION OF GALAXIES , 2007, 0712.3285.

[66]  B. Madore,et al.  THE STAR FORMATION LAW IN NEARBY GALAXIES ON SUB-KPC SCALES , 2008, 0810.2541.

[67]  Durham,et al.  The Aquarius Project: the subhaloes of galactic haloes , 2008, 0809.0898.

[68]  Naohito Nakasato,et al.  CHEMODYNAMICAL SIMULATIONS OF THE MILKY WAY GALAXY , 2008, Proceedings of the International Astronomical Union.

[69]  F. Governato,et al.  The formation of disk galaxies in computer simulations , 2008, 0801.3845.

[70]  J. Schaye,et al.  Simulating galactic outflows with kinetic supernova feedback , 2008, 0801.2770.

[71]  T. Ensslin,et al.  Cosmic ray feedback in hydrodynamical simulations of galaxy formation , 2006, astro-ph/0603485.

[72]  C. Frenk,et al.  The Aquarius Project : the subhalos of galactic halos , 2008 .

[73]  Benjamin D. Johnson,et al.  The UV-Optical Color Magnitude Diagram. II. Physical Properties and Morphological Evolution On and Off of a Star-forming Sequence , 2007, 0711.4823.

[74]  J. Schaye,et al.  On the relation between the Schmidt and Kennicutt-Schmidt star formation laws and its implications for numerical simulations , 2007, 0709.0292.

[75]  S. Courteau,et al.  Scaling Relations of Spiral Galaxies , 2007, 0708.0422.

[76]  S. Borgani,et al.  Chemical enrichment of galaxy clusters from hydrodynamical simulations , 2007, 0705.1921.

[77]  Antwerp,et al.  Molecular cloud regulated star formation in galaxies , 2007, astro-ph/0701877.

[78]  J. Brinkmann,et al.  The Tully-Fisher Relation and its Residuals for a Broadly Selected Sample of Galaxies , 2006, astro-ph/0608472.

[79]  B. Oppenheimer,et al.  Cosmological simulations of intergalactic medium enrichment from galactic outflows , 2006, astro-ph/0605651.

[80]  E. Rosolowsky,et al.  The Role of Pressure in GMC Formation II: The H2-Pressure Relation , 2006, astro-ph/0605035.

[81]  Simulations of Cosmic Chemical Enrichment , 2006, astro-ph/0604107.

[82]  V. Springel,et al.  Lyman break galaxies at z= 4–6 in cosmological smoothed particle hydrodynamics simulations , 2006 .

[83]  Fabio Governato,et al.  Forming disc galaxies in ΛCDM simulations , 2006 .

[84]  G. Stinson,et al.  Star formation and feedback in smoothed particle hydrodynamic simulations – I. Isolated galaxies , 2006, astro-ph/0602350.

[85]  Oxford,et al.  How galaxies lose their angular momentum , 2006, astro-ph/0602005.

[86]  J. Peacock,et al.  Simulations of the formation, evolution and clustering of galaxies and quasars , 2005, Nature.

[87]  V. Springel The Cosmological simulation code GADGET-2 , 2005, astro-ph/0505010.

[88]  V. Springel,et al.  Lyman Break Galaxies at z = 4 - 6 in cosmological SPH Simulations , 2005, astro-ph/0503631.

[89]  C. Frenk,et al.  Effects of feedback on the morphology of galaxy discs , 2005, astro-ph/0503676.

[90]  C. Martin Mapping Large-Scale Gaseous Outflows in Ultraluminous Galaxies with Keck II ESI Spectra: Variations in Outflow Velocity with Galactic Mass , 2004, astro-ph/0410247.

[91]  E. Quataert,et al.  On the Maximum Luminosity of Galaxies and Their Central Black Holes: Feedback from Momentum-driven Winds , 2004, astro-ph/0406070.

[92]  P. Monaco,et al.  Physical regimes for feedback in galaxy formation , 2004, astro-ph/0404245.

[93]  B. Robertson,et al.  Disk Galaxy Formation in a Λ Cold Dark Matter Universe , 2004, astro-ph/0401252.

[94]  V. Springel,et al.  Photometric properties of Lyman-break galaxies at z = 3 in cosmological SPH simulations , 2003, astro-ph/0311295.

[95]  G. Lake,et al.  The Formation of a Realistic Disk Galaxy in Λ-dominated Cosmologies , 2002, astro-ph/0207044.

[96]  A. Mezzacappa,et al.  Nuclear cross sections, nuclear structure and stellar nucleosynthesis , 2003 .

[97]  G. Chabrier Galactic Stellar and Substellar Initial Mass Function , 2003, astro-ph/0304382.

[98]  V. Springel,et al.  Black Hole Growth and Activity in a Λ Cold Dark Matter Universe , 2003, astro-ph/0301586.

[99]  M. Steinmetz,et al.  Simulations of Galaxy Formation in a Λ Cold Dark Matter Universe. II. The Fine Structure of Simulated Galactic Disks , 2002, astro-ph/0212282.

[100]  Garching,et al.  Smoothed particle hydrodynamics for galaxy‐formation simulations: improved treatments of multiphase gas, of star formation and of supernovae feedback , 2002, astro-ph/0207448.

[101]  S. White,et al.  The satellite population of the Milky Way in a ΛCDM universe , 2002 .

[102]  V. Springel,et al.  Cosmological smoothed particle hydrodynamics simulations: a hybrid multiphase model for star formation , 2002, astro-ph/0206393.

[103]  The Milky Way's satellite population in a lambdaCDM universe , 2002, astro-ph/0203342.

[104]  R. Teyssier c ○ ESO 2002 Astronomy Astrophysics , 2002 .

[105]  R. Thacker,et al.  Implementing Feedback in Simulations of Galaxy Formation: A Survey of Methods , 2000, astro-ph/0001276.

[106]  M. Steinmetz,et al.  Dark Halo and Disk Galaxy Scaling Laws in Hierarchical Universes , 2000, astro-ph/0001003.

[107]  G. Carraro,et al.  A parallel TreeSPH code for galaxy formation , 1999, astro-ph/9912098.

[108]  M. Verheijen The Ursa Major Cluster of Galaxies. V. H I Rotation Curve Shapes and the Tully-Fisher Relations , 1999, astro-ph/0108225.

[109]  S. Gelato,et al.  Formation of Disk Galaxies: Feedback and the Angular Momentum Problem , 1998, astro-ph/9801094.

[110]  Matthias Steinmetz,et al.  The Cosmological Origin of the Tully-Fisher Relation , 1998, astro-ph/9808076.

[111]  G. Carraro,et al.  Galaxy formation and evolution - I. The Padua tree-sph code (pd-sph) , 1997, astro-ph/9712307.

[112]  Jr.,et al.  The Global Schmidt law in star forming galaxies , 1997, astro-ph/9712213.

[113]  A. Klypin,et al.  Adaptive Refinement Tree: A New High-Resolution N-Body Code for Cosmological Simulations , 1997, astro-ph/9701195.

[114]  C. Chiappini,et al.  The Chemical Evolution of the Galaxy: The Two-Infall Model , 1996, astro-ph/9609199.

[115]  M. Groenewegen,et al.  New theoretical yields of intermediate mass stars , 1996, astro-ph/9610030.

[116]  Matthias Steinmetz,et al.  The Effects of a Photoionizing Ultraviolet Background on the Formation of Disk Galaxies , 1996, astro-ph/9605043.

[117]  L. Hernquist,et al.  Gasdynamics and starbursts in major mergers , 1995, astro-ph/9512099.

[118]  L. Hernquist,et al.  Quantifying the Fragility of Galactic Disks in Minor Mergers , 1995, astro-ph/9510052.

[119]  S. White,et al.  The Structure of cold dark matter halos , 1995, astro-ph/9508025.

[120]  D. Weinberg,et al.  Cosmological Simulations with TreeSPH , 1995, astro-ph/9509107.

[121]  S. Woosley,et al.  The Evolution and Explosion of Massive Stars. II. Explosive Hydrodynamics and Nucleosynthesis , 1995 .

[122]  Matthias Mueller The formation of disc galaxies in a cosmological context: structure and kinematics , 1994, astro-ph/9407066.

[123]  S. White,et al.  Simulations of dissipative galaxy formation in hierarchically clustering universes – II. Dynamics of the baryonic component in galactic haloes , 1994 .

[124]  R. Cen,et al.  Cold dark matter cosmogony with hydrodynamics and galaxy formation : galaxy properties at redshift zero , 1993 .

[125]  P. Padovani,et al.  Stellar Mass Loss in Elliptical Galaxies and the Fueling of Active Galactic Nuclei , 1993 .

[126]  G. Gilmore,et al.  The distribution of low-mass stars in the Galactic disc , 1993 .

[127]  Neal Katz,et al.  Galaxies and Gas in a Cold Dark Matter Universe , 1992 .

[128]  H. M. P. Couchman,et al.  Simulating the formation of a cluster of galaxies , 1992 .

[129]  J. Navarro,et al.  Dynamics of Cooling Gas in Galactic Dark Halos , 1991 .

[130]  J. Gunn,et al.  Dissipational Galaxy Formation. I. Effects of Gasdynamics , 1991 .

[131]  L. Hernquist,et al.  Fueling Starburst Galaxies with Gas-rich Mergers , 1991 .

[132]  L. Hernquist Tidal triggering of starbursts and nuclear activity in galaxies , 1989, Nature.

[133]  L. Hernquist,et al.  TREESPH: A Unification of SPH with the Hierarchical Tree Method , 1989 .

[134]  A. Evrard Beyond N-body: 3D cosmological gas dynamics , 1988 .

[135]  M. Schmidt The Rate of Star Formation , 1959 .