Cosmological SPH simulations: The entropy equation
arXiv:astro-ph/0111016 · doi:10.1046/j.1365-8711.2002.05445.x
Abstract
We discuss differences in simulation results that arise between the use of either the thermal energy or the entropy as an independent variable in smoothed particle hydrodynamics (SPH). In this context, we derive a new version of SPH that manifestly conserves both energy and entropy if smoothing lengths are allowed to adapt freely to the local mass resolution. To test various formu- lations of SPH, we consider point-like energy injection and find that powerful explosions are well represented by SPH even when the energy is deposited into a single particle, provided that the entropy equation is integrated. If the thermal energy is instead used as an independent variable, unphysical solutions can be obtained for this problem. We also examine the radiative cooling of gas spheres that collapse and virialize in isolation and of halos that form in cosmological simulations of structure formation. When applied to these problems, the thermal energy version of SPH leads to substantial overcooling in halos that are resolved with up to a few thousand particles, while the entropy formulation is biased only moderately low for these halos. For objects resolved with much larger particle numbers, the two approaches yield consistent results. We trace the origin of the differences to systematic resolution effects in the outer parts of cooling flows. The cumulative effect of this overcooling can be significant. In cosmological simulations of moderate size, we find that the fraction of baryons which cool and condense can be reduced by up to a factor ~2 if the entropy equation is employed rather than the thermal energy equation. We also demonstrate that the entropy method leads to a greatly reduced scatter in the density-temperature relation of the low-density Ly-alpha forest relative to the thermal energy approach, in accord with theoretical expectations.(abridged)
18 pages, 12 figures, accepted by MNRAS, replaced to match published version (Figures 8 and 10 added)
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- The Late Reionization of Filaments
- Ambipolar diffusion in smoothed particle magnetohydrodynamics
- A new multidimensional AMR Hydro+Gravity Cosmological code
- The initial mass function of star clusters that form in turbulent molecular clouds
- Simulating Black Hole White Dwarf Encounters
- Tomography of the intergalactic medium with Ly-alpha forests in close QSO pairs
- The Biggest Explosions in the Universe
- Recycled stellar ejecta as fuel for star formation and implications for the origin of the galaxy mass-metallicity relation
- Suite of Hydrodynamical Simulations for the Lyman-Alpha Forest with Massive Neutrinos
- The impact of numerical viscosity in SPH simulations of galaxy clusters
- Numerical Simulations of the Lyman-alpha forest - A comparison of Gadget-2 and Enzo
- Radio Halos From Simulations And Hadronic Models II: The Scaling Relations of Radio Halos
- The Evolution of Baryon Density Fluctuations in Multi-Component Cosmological Simulations
- The Nature of CO Emission From z~6 Quasars
- Cosmological Simulation for Fuzzy Dark Matter Model
- A fast recursive coordinate bisection tree for neighbour search and gravity
- Accretion Does Not Drive the Turbulence in Galactic Disks
- The Tully-Fisher relation and its evolution with redshift in cosmological simulations of disc galaxy formation
- The Impact of Lyman alpha Trapping on the Formation of Primordial Objects
- Robust Field-level Likelihood-free Inference with Galaxies
- Galaxies Probing Galaxies at High Resolution: Co-Rotating Gas Associated with a Milky Way Analog at z=0.4
- The effect of baryons in the cosmological lensing PDFs
- Simulating galaxy Clusters -II: global star formation histories and galaxy populations
- Simulating magnetic fields in the Antennae galaxies
- Density Estimators in Particle Hydrodynamics: DTFE versus regular SPH
- The Little Galaxies that Could (Reionize the Universe): Predicting Faint End Slopes & Escape Fractions at z > 4
- Multicomponent and Variable Velocity Galactic Outflow in Cosmological Hydrodynamic Simulations
- Kelvin-Helmholtz instabilities in Smoothed Particle Hydrodynamics
- Isothermal Fragmentation: Is there a low-mass cut-off?
- Observational Properties of Simulated Galaxies in Overdense and Average Regions at High Redshifts z= 6-12
- Evolution of the Stellar Mass Tully-Fisher Relation in Disk Galaxy Merger Simulations
- The impact of reionization on the formation of supermassive black hole seeds
- Simulating star formation in Ophiuchus
- Predicting the Properties of the Remnants of Dissipative Galaxy Mergers
- Were progenitors of local L* galaxies Lyman-alpha emitters at high redshift?
- Quantified HI Morphology III: Merger Visibility Times from HI in Galaxy Simulations
- Constraints on dark radiation from cosmological probes
- Mass calibration of distant SPT galaxy clusters through expanded weak lensing follow-up observations with HST, VLT & Gemini-South
- The bispectrum of the Lyman-alpha forest at z~2-2.4 from a Large sample of UVES QSO Absorption Spectra (LUQAS)
- The host galaxies of long-duration GRBs in a cosmological hierarchical scenario
- Detecting Sunyaev-Zel'dovich clusters with PLANCK: II. Foreground components and optimised filtering schemes
- From Discs to Bulges: effect of mergers on the morphology of galaxies
- Dark Matter in the Local Universe
- Nonlinear quasinormal mode detectability with next-generation gravitational wave detectors
- Feedback-Driven Evolution of the Far-Infrared Spectral Energy Distributions of Luminous and Ultraluminous Infrared Galaxies
- Galactic ménage à trois: Simulating magnetic fields in colliding galaxies
- The Biggest Explosions in the Universe. II
- Supermassive Black Holes and Their Environments
- Dust Attenuation in Hydrodynamic Simulations of Spiral Galaxies
- On the formation of cold fronts in massive mergers
- Protostellar collapse and fragmentation using an MHD GADGET
- The dynamical evolution of molecular clouds near the Galactic Centre -- III. Tidally--induced star formation in protocluster clouds
- The effects of ram-pressure stripping on the internal kinematics of simulated spiral galaxies
- Stellar Encounters with Massive Star-Disk Systems
- Coincident, 100 kpc-scale damped Lyman alpha absorption towards a binary QSO: how large are galaxies at z ~ 3?
- Effects of metal enrichment and metal cooling in galaxy growth and cosmic star formation history
- Radial profile and log-normal fluctuations of intra-cluster medium as an origin of systematic bias of spectroscopic temperature
- Spiral-Induced Star Formation in the Outer Disks of Galaxies
- The Lagrangian hydrodynamics code MAGMA2
- Tidally Induced Offset Disks in Magellanic Spiral Galaxies
- The entropy distribution in clusters: evidence of feedback?
- Modeling for Stellar Feedback in Galaxy Formation Simulations
- Numerical Simulations of Hot Halo Gas in Galaxy Mergers
- SPHYNX: an accurate density-based SPH method for astrophysical applications
- Loops formed by tidal tails as fossil records of a major merger
- Hydrostatic mass estimates of massive galaxy clusters: a study with varying hydrodynamics flavours and non-thermal pressure support
- Modest-2: A Summary
- Detecting Sunyaev-Zel'dovich clusters with PLANCK: I. Construction of all-sky thermal and kinetic SZ-maps
- Conservation Laws in Smooth Particle Hydrodynamics: the DEVA Code
- Three-dimensional molecular line transfer: A simulated star-forming region
- EvoL: The new Padova T-SPH parallel code for cosmological simulations - I. Basic code: gravity and hydrodynamics
- The Temperature Structure of the Warm-Hot Intergalactic Medium
- Adiabatic scaling relations of galaxy clusters
- Infalling clouds onto super-massive black hole binaries - I. Formation of discs, accretion and gas dynamics
- Lyman-αabsorption beyond the disk of simulated spiral galaxies
- Three-dimensional modeling of radiative disks in binaries
- Numerical Simulations of Bubble-Induced Star Formation in Dwarf Irregular Galaxies with a Novel Stellar Feedback Scheme
- Hydrodynamical simulations of galaxy clusters in dark energy cosmologies: I. general properties
- Merger induced clump formation in distant infrared luminous starburst galaxies
- The Cosmological Simulation Code OpenGadget3 -- Implementation of Meshless Finite Mass
- General relativistic smoothed particle hydrodynamics
- On the effect of galactic outflows in cosmological simulations of disc galaxies
- Testing the accuracy of the Hydro-PM approximation in numerical simulations of the Lyman-alpha forest
- Internal kinematics of modelled interacting disc galaxies
- Convergence of AMR and SPH simulations - I. Hydrodynamical resolution and convergence tests
- Gas expulsion in highly substructured embedded star clusters
- The effects of a hot gaseous halo on disc thickening in galaxy minor mergers
- Modelling Shear Flows with SPH and Grid Based Methods
- Soft X-ray and ultra-violet metal-line emission from the gas around galaxies
- Disc galaxies formed from major mergers in Illustris
- Ultraviolet Line Emission from Metals in the Low-Redshift Intergalactic Medium
- Shapes of Stellar Systems and Dark Halos from Simulations of Galaxy Major Mergers
- Panchromatic Spectral Energy Distributions of Dusty Galaxies with RADISHE. I. Predictions for Herschel: Correlating Colors with Galactic Energy Sources
- Modeling Lyman continuum emission from young galaxies
- Simulation of Soft X-ray Emission Lines from the Missing Baryons
- Satellite galaxies in hydrodynamical simulations of Milky Way sized galaxies
- How much metals did the first stars provide to the ultra-faint dwarfs?
- The Gentle Growth of Galaxies at High Redshifts in Overdense Environments
- How does gas cool in DM halos?
- Mapping "out-of-the-box" the properties of the baryons in massive halos
- Locating the Warm-Hot Intergalactic Medium in the Simulated Local Universe
- Characterising the intra-cluster light in The Three Hundred simulations
- Galaxy Formation in Heavily Overdense Regions at z~10: the Prevalence of Disks in Massive Halos
- Towards a self-consistent numerical model of late-type galaxies: Calibrating the effects of sub-grid physics on galactic models
- Extended Lyman-alpha emission from interacting galaxies at high redshifts
- On the algorithms of radiative cooling in semi-analytic models
- The formation of entropy cores in non-radiative galaxy cluster simulations: SPH versus AMR
- Future Evolution of the Intergalactic Medium in a Universe Dominated by a Cosmological Constant
- Simulating the Soft X-ray excess in clusters of galaxies
- Weak lensing predictions for coupled dark energy cosmologies at non-linear scales
- A tight relation between the age distributions of stellar clusters and the properties of the interstellar medium in the host galaxy
- Sunyaev-Zel'dovich profiles and scaling relations: modelling effects and observational biases
- Relative velocity of dark matter and barions in clusters of galaxies and measurements of their peculiar velocities
- Exploring the cosmological synergy between galaxy cluster and cosmic void number counts
- Hydrodynamic capabilities of an SPH code incorporating an artificial conductivity term with a gravity-based signal velocity
- ZOMG II: Does the halo assembly history influence central galaxies and gas accretion?
- Where are the Cosmic Metals at z~3?
- Effects of stellar flybys on planetary systems: 3D modeling of the circumstellar disks damping effects
- Star Formation and Feedback in Smoothed Particle Hydrodynamic Simulations II: Resolution Effects
- Reproducing the entropy structure in galaxy groups
- Simulations of the non-linear thin shell instability
- Moderate Steepening of Galaxy Cluster Dark Matter Profiles by Baryonic Pinching
- The Role of Star-Formation and AGN in Dust Heating of z=0.3-2.8 Galaxies - II. Informing IR AGN fraction estimates through simulations
- The formation and evolution of star clusters in interacting galaxies
- Stellar Velocity Dispersion in Dissipative Galaxy Mergers with Star Formation
- Modelling Collision Products of Triple-Star Mergers
- Partial Tidal Disruption of Main-Sequence Stars by Intermediate-Mass Black Holes
- Detectability of [CII] 158 micron emission from high-redshift galaxies: predictions for ALMA and SPICA
- A hybrid SPH/N-body method for star cluster simulations
- Temperature and Entropy Fields of Baryonic Gas in the Universe
- On the redshift evolution of the baryon and gas fraction in simulated groups and clusters of galaxies
- The cosmological evolution of metal enrichment in quasar host galaxies
- Interaction between dark matter sub-halos & galactic gaseous disk
- The Lyman-alpha forest in f(R) modified gravity
- Electromagnetic Signatures from the Tidal Tail of a Black Hole - Neutron Star Merger
- SZ polarisation as a probe of the intracluster medium
- Magnetic field amplification and X-ray emission in galaxy minor mergers
- Three-dimensional simulations of the interaction between the nova ejecta, the accretion disk, and the companion star
- Numerical hydrodynamic simulations based on semi-analytic galaxy merger trees: method and Milky-Way like galaxies
- Zoomed cosmological simulations of Milky Way sized halos in f(R)-gravity
- High resolution spectroscopy of the three dimensional cosmic web with close QSO groups
- Redshift-space distortions of galaxies, clusters and AGN: testing how the accuracy of growth rate measurements depends on scales and sample selections
- Recovering the Physical Properties of Molecular Gas in Galaxies from CO SLED Modeling
- The Kelvin-Helmholtz instability and smoothed particle hydrodynamics
- The actual Rees--Sciama effect from the Local Universe
- Cosmological Simulations using GCMHD+
- Santa Barbara Cluster Comparison Test with DISPH
- Patchy blazar heating: diversifying the thermal history of the intergalactic medium
- Semi-analytic galaxy formation in early dark energy cosmologies
- The role of the artificial conductivity in SPH simulations of galaxy clusters: effects on the ICM properties
- Evolution of Late-type Galaxies in a Cluster Environment: Effects of High-speed Multiple Encounters with Early-type Galaxies
- A Stable Finite-Volume Method for Scalar-Field Dark Matter
- Schmidt-Kennicutt relations in SPH simulations of disc galaxies with effective thermal feedback from supernovae
- Lensing reconstruction of cluster-mass cross-correlation with cosmic microwave background polarization
- A comparison of SPH artificial viscosities and their impact on the Keplerian disk
- Improved Performances in Subsonic Flows of an SPH Scheme with Gradients Estimated using an Integral Approach
- Testing the concept of integral approach to derivatives within the smoothed particle hydrodynamics technique in astrophysical scenarios
- Density Independent Smoothed Particle Hydrodynamics for Non-Ideal Equation of State
- Simulations Find Our Accounting of Dust-Obscured Star Formation May Be Incomplete
- Simulating the magnetorotational instability on a moving mesh with the shearing box approximation
- Star Formation on Galactic Scales: Empirical Laws
- Metal enrichment of the intra-cluster medium by thermally and cosmic-ray driven galactic winds
- Cosmological Simulations of Massive Compact High-z Galaxies
- Accretion disks around kicked black holes: Post-kick Dynamics
- The Adaptive TreePM: An Adaptive Resolution Code for Cosmological N-body Simulations
- Matter power spectra in dynamical-Dark Energy cosmologies
- The Robustness of Cosmological Hydrodynamic Simulation Predictions to Changes in Numerics and Cooling Physics
- Simulating the LOcal Web (SLOW) II: Properties of local galaxy clusters
- A simple, entropy-based dissipation trigger for SPH
- Constraints on and from the potential-based cluster temperature function
- The impact of black hole seeding in cosmological simulations
- Smoothed Particle Radiation Hydrodynamics: Two-Moment method with Local Eddington Tensor Closure
- Information field dynamics for simulation scheme construction
- The effect of reionization on the CMB-density correlation
- Forming disc galaxies in major mergers: III. The effect of angular momentum on the radial density profiles of disc galaxies
- Tracing early structure formation with massive starburst galaxies and their implications for reionization
- Influence of baryonic physics in galaxy simulations: a semi-analytic treatment of the molecular component
- Star formation in mergers with cosmologically motivated initial conditions
- Star Formation and Gas Phase History of the Cosmic Web
- Stable anisotropic heat conduction in smoothed particle hydrodynamics
- The Sejong Suite: Cosmological Hydrodynamical Simulations with Massive Neutrinos, Dark Radiation, and Warm Dark Matter
- Buckling bars in nearly face-on galaxies observed with MaNGA
- Luminosity Distribution of Gamma-Ray Burst Host Galaxies at redshift z=1 in Cosmological Smoothed Particle Hydrodynamic Simulations: Implications for the Metallicity Dependence of GRBs
- The impact and response of minihalos and the inter-halo medium on cosmic reionization
- Constraining Dark Energy With Stacked Concave Lenses
- Effects of turbulence in the Circumnuclear Disk
- Mass estimation in the outer non-equilibrium region of galaxy clusters
- The impact of episodic outflow feedback on stellar multiplicity and the star formation efficiency
- Effects of hot halo gas on the star formation and mass transfer during distant galaxy-galaxy encounters
- Simulated X-ray Cluster Temperature Maps
- Migration of protoplanets with surfaces through discs with steep temperature gradients
- nIFTy Galaxy Cluster simulations VI: The dynamical imprint of substructure on gaseous cluster outskirts
- Smoothed particle magnetohydrodynamics with the geometric density average force expression
- Novel Conservative Methods for Adaptive Force Softening in Collisionless and Multi-Species N-Body Simulations
- Inconsistencies arising from the coupling of galaxy formation sub-grid models to Pressure-Smoothed Particle Hydrodynamics
- Consistent SPH Simulations of Protostellar Collapse and Fragmentation
- Secular Dynamics around a Supermassive Black Hole via Multipole Expansion
- Finite element modelling of perturbed stellar systems
- Toy Stars in two dimensions
- Galaxy growth from redshift 5 to 0 at fixed comoving number density
- Synthetic X-ray and radio maps for two different models of Stephan's Quintet
- Gas stripping and mixing in galaxy clusters: A numerical comparison study
- Type Ia Supernovae: Can Coriolis force break the symmetry of the gravitational confined detonation explosion mechanism?
- Conservative, density-based smoothed particle hydrodynamics with improved partition of the unity and better estimation of gradients
- Frequency of the dark matter subhalo collisions and bifurcation sequence arising formation of dwarf galaxies
- Origin and Evolution of Structure and Nucleosynthesis for Galaxies in the Local Group
- Equalizing resolution in smoothed-particle hydrodynamics calculations using self-adaptive sinc kernels
- The circumgalactic medium in Lyman-alpha: a new constraint on galactic outflow models
- Measuring the Effects of Artificial Viscosity in SPH Simulations of Rotating Fluid Flows
- The relation between Lyman-alpha absorbers and gas--rich galaxies in the local universe
- Stellar winds near massive black holes: The case of the S-stars
- Modeling Turbulence in Galactic Centers
- Collision between Molecular Clouds I. The effect of the cloud virial ratio in head-on collisions
- A new analytic ram pressure profile for satellite galaxies
- Smoothed Particle Hydrodynamics
- Semi-analytic galaxy formation in coupled dark energy cosmologies
- Photometric and clustering properties of hydrodynamical galaxies in a cosmological volume: results at z=0
- The Baryon Cycle at High Redshifts: Effects of Galactic Winds on Galaxy Evolution in Overdense and Average Regions
- Addressing via N-body simulations the distribution of the satellite tidal debris in the Milky Way environment
- Core Structure of Intracluster Gas: Effects of Radiative Cooling on Core Sizes
- Lyman-alpha forest-CMB cross-correlation and the search for the ionized baryons at high redshift
- Investigating prescriptions for artificial resistivity in smoothed particle magnetohydrodynamics
- Smoothed Particle Hydrodynamics with Smoothed Pseudo-Density
- Turbulent Pressure Support in Galaxy Clusters -- Impact of the Hydrodynamical Solver
- Field-level simulation-based inference with galaxy catalogs: the impact of systematic effects
- Molecular Disk Properties in Early-Type Galaxies
- Shape and Spin of Minihaloes: From Large Scales to the Centres
- Physics of a partially ionized gas relevant to galaxy formation simulations -- the ionization potential energy reservoir
- On the origin of Jupiter's fuzzy core: constraints from N-body, impact and evolution simulations
- The effect of AGN feedback on the X-ray morphologies of clusters -- simulations vs. observations
- Testing the effect of resolution on gravitational fragmentation with Lagrangian hydrodynamic schemes
- X-ray Emission of Baryonic Gas in the Universe: Luminosity-Temperature Relationship and Soft-Band Background
- Forming disc galaxies in major mergers II. The central mass concentration problem and a comparison of GADGET3 with GIZMO
- The Infuence of Omega_baryon on High-Redshift Structure
- The Spin Alignments in Galaxy Pairs as a Test of Bouncing Coupled Dark Energy
- Constraining cloud parameters using high density gas tracers in galaxies
- The density profiles of hot galactic halo gas
- Accretion of clumpy cold gas onto massive black holes binaries: the challenging formation of extended circumbinary structures
- Meshless Methods for Large Deformation Elastodynamics
- A Novel Scheme for Dark Matter Annihilation Feedback in Cosmological Simulations
- A Systematic Survey of Moon-Forming Giant Impacts. II. Rotating bodies
- Gravitational Lensing as Signal and Noise in Lyman-alpha Forest Measurements
- Redshift estimation of clusters by wavelet decomposition of their Sunyaev-Zel'dovich morphology
- Protostellar Outflows: a window to the past
- Hot gas haloes around disc galaxies: O VII column densities from galaxy formation simulations
- Cross-Correlation between Damped Ly-alpha Systems and Ly-break Galaxies in Cosmological SPH Simulations
- The galaxy counterpart of the high-metallicity and 16 kpc impact parameter DLA towards Q0918+1636 - a challenge to galaxy formation models?
- Unveiling the 3D temperature structure of galaxy clusters by means of the thermal SZ effect
- Interaction between the ejecta, the accretion disk, and the secondary star in the recurrent nova system U Sco
- The importance of the merging activity for the kinetic polarization of the Sunyaev-Zel'dovich signal from galaxy clusters
- The collaborative effect of ram pressure and merging on star formation and stripping fraction
- Modelling Mechanical Heating in Star-Forming Galaxies: CO and 13CO Line Ratios as Sensitive Probes
- Massive Black Hole Mergers
- An approach for solving the boundary free edge difficulties in SPH modelling: application to a viscous accretion disc in close binaries
- Supersonic turbulence simulations with GPU-based high-order Discontinuous Galerkin hydrodynamics
- Using dust to constrain dark matter models
- Numerical Simulations of the Dark Universe: State of the Art and the Next Decade
- The imprint of dark subhaloes on the circumgalactic medium
- The physical properties and the evolution of the interacting system AM1204-292
- Exploring the evolution of a dwarf spheroidal galaxy with SPH simulations: I. Stellar feedback
- On the interaction of a Bonnor-Ebert sphere with a stellar wind
- Constraining blazar heating with the 2<z<3 Lyman- forest
- Too small to succeed: the difficulty of sustaining star formation in low-mass haloes
- Novel Hydrodynamic Schemes Capturing Shocks and Contact Discontinuities and Comparison Study with Existing Methods
- Smoothed Particle Magnetohydrodynamics (some shocking results...)
- Dual-support Smoothed Particle Hydrodynamics
- The landscape of massive black-hole spectroscopy with LISA and Einstein Telescope
- Collision Between Molecular Clouds-III: The effects of cloud initial density profile on head-on collisions
- Parallelization of a treecode
- "Observing and Analyzing" Images From a Simulated High Redshift Universe
- Damped Lyman-alpha Absorbers in Cosmological SPH Simulations: the "metallicity problem"
- The role of AGN feedback and gas viscosity in hydrodynamical simulations of galaxy clusters
- Mixing Sinc kernels to improve interpolations in smoothed particle hydrodynamics without pairing instability
- An analytical model of surface mass densities of cold dark matter haloes - with an application to MACHO microlensing optical depths
- Dark Energy Simulations
- The possibility of a giant impact on Venus
- Simulations of Early Galaxy Formation
- 3D models of the circumstellar environments of evolved stars: Formation of multiple spiral structures
- Selfgravitating disks in binary systems: an SPH approach -- I. Implementation of the code and reliability tests
- Effects of Supernova Feedback on the Formation of Galaxies
- Scaling Relations Between Low-mass Black Holes and Their Host Galaxies
- Numerical approaches to star formation and SuperNovae energy feedback in simulations of galaxy clusters
- Substructures in Minor Mergers' Tidal Streams
- DLAs and Galaxy Formation