GIZMO: A New Class of Accurate, Mesh-Free Hydrodynamic Simulation Methods
arXiv:1409.7395 · doi:10.1093/mnras/stv195
Abstract
We present two new Lagrangian methods for hydrodynamics, in a systematic comparison with moving-mesh, SPH, and stationary (non-moving) grid methods. The new methods are designed to simultaneously capture advantages of both smoothed-particle hydrodynamics (SPH) and grid-based/adaptive mesh refinement (AMR) schemes. They are based on a kernel discretization of the volume coupled to a high-order matrix gradient estimator and a Riemann solver acting over the volume 'overlap.' We implement and test a parallel, second-order version of the method with self-gravity & cosmological integration, in the code GIZMO: this maintains exact mass, energy and momentum conservation; exhibits superior angular momentum conservation compared to all other methods we study; does not require 'artificial diffusion' terms; and allows the fluid elements to move with the flow so resolution is automatically adaptive. We consider a large suite of test problems, and find that on all problems the new methods appear competitive with moving-mesh schemes, with some advantages (particularly in angular momentum conservation), at the cost of enhanced noise. The new methods have many advantages vs. SPH: proper convergence, good capturing of fluid-mixing instabilities, dramatically reduced 'particle noise' & numerical viscosity, more accurate sub-sonic flow evolution, & sharp shock-capturing. Advantages vs. non-moving meshes include: automatic adaptivity, dramatically reduced advection errors & numerical overmixing, velocity-independent errors, accurate coupling to gravity, good angular momentum conservation and elimination of 'grid alignment' effects. We can, for example, follow hundreds of orbits of gaseous disks, while AMR and SPH methods break down in a few orbits. However, fixed meshes minimize 'grid noise.' These differences are important for a range of astrophysical problems.
57 pages, 33 figures. MNRAS. A public version of the GIZMO code, user's guide, test problem setups, and movies are available at http://www.tapir.caltech.edu/~phopkins/Site/GIZMO.html
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- Primordial Earth mantle heterogeneity caused by the Moon-forming giant impact
- The SZ flux-mass (-) relation at low halo masses: improvements with symbolic regression and strong constraints on baryonic feedback
- The importance of live binary evolution in numerical simulations of binaries embedded in circumbinary discs
- Violent Buckling Benefits Galactic Bars
- Augmenting astrophysical scaling relations with machine learning: application to reducing the Sunyaev-Zeldovich flux-mass scatter
- Reading the CARDs: the Imprint of Accretion History in the Chemical Abundances of the Milky Way's Stellar Halo
- Star Formation in Nuclear Rings with the TIGRESS Framework
- Dark Matter Bars in Spinning Halos
- A new hybrid code (CHIEF) implementing the inertial electron fluid equation without approximation
- Local simulations of MRI turbulence with meshless methods
- The Origin of the Dust Extinction Curve in Milky Way-like Galaxies
- Electromagnetic signatures from accreting massive black hole binaries in time domain photometric surveys
- The effect of warm gas on the buckling instability in galactic bars
- Substructure at High Speed II: The Local Escape Velocity and Milky Way Mass with Gaia DR2
- Orbital dynamics and histories of satellite galaxies around Milky Way-mass galaxies in the FIRE simulations
- The Global Star-Formation Law by Supernova Feedback
- From EMBER to FIRE: predicting high resolution baryon fields from dark matter simulations with Deep Learning
- Relating the Diverse Merger Histories and Satellite Populations of Nearby Galaxies
- The Cosmic Baryon Partition between the IGM and CGM in the SIMBA Simulations
- Particle splitting in smoothed particle hydrodynamics based on Voronoi diagram
- Effects of Active Galactic Nucleus Feedback on Cold Gas Depletion and Quenching of Central Galaxies
- Resolving flows around black holes: the impact of gas angular momentum
- SPHINCS_BSSN: A general relativistic Smooth Particle Hydrodynamics code for dynamical spacetimes
- Evidence of ram pressure stripping of WLM, a dwarf galaxy far away from any large host galaxy
- The observable properties of galaxy accretion events in Milky Way-like galaxies in the FIRE-2 cosmological simulations
- The 3D structure of CO depletion in high-mass prestellar regions
- The Life Cycle of the Central Molecular Zone. II: Distribution of atomic and molecular gas tracers
- Giant planets and brown dwarfs on wide orbits: a code comparison project
- Understanding the relation between thermal Sunyaev-Zeldovich decrement and halo mass using the SIMBA and TNG simulations
- Simba: The average properties of the circumgalactic medium of quasars are determined primarily by stellar feedback
- Dynamical friction-driven orbital circularisation in rotating discs: a semi-analytical description
- Molecular Gas Reservoirs in Massive Quiescent Galaxies at Linked to Late Time Star Formation
- On the Interpretation of Far-infrared Spectral Energy Distributions. I: The 850 m Molecular Mass Estimator
- A multifiltering study of turbulence in a large sample of simulated galaxy clusters
- The formation and evolution of star clusters in interacting galaxies
- Cataloging Accreted Stars within Gaia DR2 using Deep Learning
- Constraining Compact Object Formation with 2M0521
- Stacked star formation rate profiles of bursty galaxies exhibit 'coherent' star formation
- Spiral Arms are Metal Freeways: Azimuthal Gas-Phase Metallicity Variations in Simulated Cosmological Zoom-in Flocculent Disks
- Stellar Bars in Counter-Rotating Dark Matter Halos: The Role of Halo Orbit Reversals
- The galaxy-halo size relation of low-mass galaxies in FIRE
- Efficient and Accurate Adaptive Resolution for Weakly-Compressible SPH
- Most pseudo-bulges can be formed at later stages of major mergers
- A New Discrete Dynamical Friction Estimator Based on -body Simulations
- Dark Molecular Gas in Simulations of z~0 Disc Galaxies
- Co-evolution of Dust and Chemistry in Galaxy Simulations with a Resolved Interstellar Medium
- The Three Hundred: Cluster Dynamical States and Relaxation Time Scale
- A Dusty Locale: Evolution of Galactic Dust Populations from Milky Way to Dwarf-Mass Galaxies
- Less wrong: a more realistic initial condition for simulations of turbulent molecular clouds
- Bondi-Hoyle-Lyttleton accretion by binary stars
- Predicting sub-millimeter flux densities from global galaxy properties
- Hyper-Eddington Black Hole Growth in Star-Forming Molecular Clouds and Galactic Nuclei: Can It Happen?
- High-redshift quasars and their host galaxies II: multiphase gas and stellar kinematics
- Comparing Models for IMF Variation Across Cosmological Time in Milky Way-like Galaxies
- Does God play dice with star clusters?
- Predicting the Neutral Hydrogen Content of Galaxies From Optical Data Using Machine Learning
- Extension of the sub-grid-scale gradient model for compressible magnetohydrodynamics turbulent instabilities
- Impact of galactic distributions in celestial capture of dark matter
- Parametric instability in a free evolving warped protoplanetary disc
- Constraining the cross-section of dark matter with giant radial arcs in galaxy clusters
- The role of bars on the dynamical-friction driven inspiral of massive perturbers
- The nozzle shock in tidal disruption events
- Simulating the Diverse Instabilities of Dust in Magnetized Gas
- The Coupling of Galactic Dark Matter Halos with Stellar Bars
- Emission signatures from sub-pc Post-Newtonian binaries embedded in circumbinary discs
- The Kelvin-Helmholtz instability and smoothed particle hydrodynamics
- A black box for dark sector physics: Predicting dark matter annihilation feedback with conditional GANs
- SIMBA-C: An updated chemical enrichment model for galactic chemical evolution in the SIMBA simulation
- Efficient long-range AGN feedback affects the low redshift Lyman- forest
- A study of cool core resiliency and entropy mixing in simulations of galaxy cluster mergers
- Black hole spin evolution in warped accretion discs
- Reproducing the CO-to-H conversion factor in cosmological simulations of Milky Way-mass galaxies
- Balmer breaks in simulated galaxies at z>6
- The moving mesh code Shadowfax
- Testing Hydrodynamics Schemes in Galaxy Disc Simulations
- How the first stars shaped the faintest gas-dominated dwarf galaxies
- A jolt to the system: ram pressure on low-mass galaxies in simulations of the Local Group
- H-AMR FORGE'd in FIRE I: Magnetic state transitions, jet launching and radiative emission in super-Eddington, highly magnetized quasar disks formed from cosmological initial conditions
- Applying the metallicity-dependent binary fraction to double white dwarf formation: Implications for LISA
- The In-situ Origins of Dwarf Stellar Outskirts in FIRE-2
- Realistic HI scale heights of Milky Way-mass galaxies in the FIREbox cosmological volume
- Santa Barbara Cluster Comparison Test with DISPH
- Establishing Dust Rings and Forming Planets Within Them
- The redshift evolution of the baryonic Tully-Fisher relation in Simba
- EDGE: A new approach to suppressing numerical diffusion in adaptive mesh simulations of galaxy formation
- High order difference schemes using the Local Anisotropic Basis Function Method
- Dust dynamics in RAMSES -- I. Methods and turbulent acceleration
- A Stable Finite-Volume Method for Scalar-Field Dark Matter
- Tidally induced morphology of M33 in hydrodynamical simulations of its recent interaction with M31
- The dark side of FIRE: predicting the population of dark matter subhaloes around Milky Way-mass galaxies
- H2 chemistry in galaxy simulations: an improved supernova feedback model
- Cosmological simulations of quasar fueling to sub-parsec scales using Lagrangian hyper-refinement
- Numerical Challenges in Modeling Gravothermal Collapse in Self-Interacting Dark Matter Halos
- A comparison of SPH artificial viscosities and their impact on the Keplerian disk
- Quantifying Baryonic Feedback on Warm-Hot Circumgalactic Medium in CAMELS Simulations
- Multifield Cosmology with Artificial Intelligence
- Improved Performances in Subsonic Flows of an SPH Scheme with Gradients Estimated using an Integral Approach
- A Moving Mesh Hydrodynamic Solver for ChaNGa
- Global radiation signature from early structure formation
- Simulating the magnetorotational instability on a moving mesh with the shearing box approximation
- Energy balance SED modelling can be effective at high redshifts regardless of UV-FIR offsets
- Lopsided galactic bars
- The Three Hundred Project: the evolution of physical baryon profiles
- Non-isotropic feedback from accreting spinning black holes
- Stellar Bars in Spinning Halos: Delayed Buckling and Absence of Slowdown
- The Obsidian model: Three regimes of black hole feedback
- Probing the CGM of Low-redshift Dwarf Galaxies Using FIRE Simulations
- Revisiting the [C II] line-intensity mapping power spectrum from the EoR using non-uniform line-luminosity scatter
- Variations in the slope of the resolved star-forming main sequence: a tool for constraining the mass of star-forming regions
- 60 candidate high-velocity stars originating from the Sagittarius dwarf spheroidal galaxy in Gaia EDR3
- Mufasa:The strength and evolution of galaxy conformity in various tracers
- The Borg Cube Simulation: Cosmological Hydrodynamics with CRK-SPH
- Molecular gas and star formation in nearby starburst galaxy mergers
- Strongly Time-Variable Ultra-Violet Metal Line Emission from the Circum-Galactic Medium of High-Redshift Galaxies
- Reionization with Simba: How much does astrophysics matter in modeling cosmic reionization?
- Gas clump formation via thermal instability in high-redshift dwarf galaxy mergers
- Classifying and modelling spiral structures in hydrodynamic simulations of astrophysical discs
- Smoothed Particle Radiation Hydrodynamics: Two-Moment method with Local Eddington Tensor Closure
- Dynamics of Stellar Disk Tilting from Satellite Mergers
- From Seeds to Supermassive Black Holes: Capture, Growth, Migration, and Pairing in Dense Proto-Bulge Environments
- ART: A 3D Parallel Multi-wavelength Radiative Transfer Code for Continuum and Atomic and Molecular Lines
- The Robustness of Cosmological Hydrodynamic Simulation Predictions to Changes in Numerics and Cooling Physics
- A general-purpose timestep criterion for simulations with gravity
- Time Dependent Radiation Hydrodynamics on a Moving Mesh
- A scalable elliptic solver with task-based parallelism for the SpECTRE numerical relativity code
- The Origin and Evolution of Lyman-alpha Blobs in Cosmological Galaxy Formation Simulations
- A simple, entropy-based dissipation trigger for SPH
- The effects of local stellar radiation and dust depletion on non-equilibrium interstellar chemistry
- Properties of the Magellanic Corona
- Efficient radiative transfer techniques in hydrodynamic simulations
- On the deuterium abundance and the importance of stellar mass loss in the interstellar and intergalactic medium
- The Manhattan Suite: Accelerated galaxy evolution in the early Universe
- Warped Disk Evolution in Grid-Based Simulations
- How Metals Are Transported In And Out Of A Galactic Disk: Dependence On The Hydrodynamic Schemes In Numerical Simulations
- Dynamical evolution of massive perturbers in realistic multi-component galaxy models I: implementation and validation
- Dust in the Wind with Resonant Drag Instabilities: I. The Dynamics of Dust-Driven Outflows in GMCs and HII Regions
- Percent-level constraints on baryonic feedback with spectral distortion measurements
- Simplified galaxy formation with mesh-less hydrodynamics
- The role of physical and numerical viscosity in hydrodynamical instabilities
- Self-regulation of black hole accretion via jets in early protogalaxies
- Simulations of black hole fueling in isolated and merging galaxies with an explicit, multiphase ISM
- Chemical post-processing of magneto-hydrodynamical simulations of star-forming regions: robustness and pitfalls
- Using Action Space Clustering to Constrain the Accretion History of Milky Way like Galaxies
- The contribution of globular clusters to cosmic reionization
- Unravelling the physics of multiphase AGN winds through emission line tracers
- Rapidly quenched galaxies in the Simba cosmological simulation and observations
- Timescales for Hi consumption and SFR depletion of satellite galaxies in groups
- Accurate mass estimates from the proper motions of dispersion-supported galaxies
- Simulating Hydrodynamics in Cosmology with CRK-HACC
- Testing Galaxy Formation Simulations with Damped Lyman- Abundance and Metallicity Evolution
- Active galactic nuclei jets simulated with smoothed particle hydrodynamics
- Dwarf galaxy formation with and without dark matter-baryon streaming velocities
- Dynamics of dust grains in turbulent molecular clouds. Conditions for decoupling and limits of different numerical implementations
- General Relativistic Hydrodynamics on a Moving-mesh I: Static Spacetimes
- The complete census of molecular hydrogen in a simulated disc galaxy
- A Dusty Dawn: Galactic Dust Buildup at
- Shaping the Milky Way: The interplay of mergers and cosmic filaments
- Halo Scaling Relations and Hydrostatic Mass Bias in the Simba Simulation From Realistic Mock X-ray Catalogues
- Gas Accretion and Angular Momentum
- Smoothed particle magnetohydrodynamics with the geometric density average force expression
- Black hole fueling in galaxy mergers: A high-resolution analysis
- HI within and around observed and simulated galaxy discs -- Comparing MeerKAT observations with mock data from TNG50 and FIRE-2
- FORECAST: a flexible software to forward model cosmological hydrodynamical simulations mimicking real observations
- Characterizing fragmentation and sub-Jovian clump properties in magnetized young protoplanetary disks
- Impact of Primordial Black Hole Dark Matter on Gas Properties at Very High Redshift: A Semi-Analytical Model
- The sub-critical illusion: synthetic Zeeman effect observations from galactic zoom-in simulations
- The Physical Nature of Circumgalactic Medium Absorbers in Simba
- On -body simulations of globular cluster stream
- Progenitor-mass-dependent yields amplify intrinsic scatter in dwarf-galaxy elemental abundance ratios
- An Orientation Bias in Observations of Submillimetre Galaxies
- Inconsistencies arising from the coupling of galaxy formation sub-grid models to Pressure-Smoothed Particle Hydrodynamics
- Novel Conservative Methods for Adaptive Force Softening in Collisionless and Multi-Species N-Body Simulations
- Comparing Implementations of Self-Interacting Dark Matter in the Gizmo and Arepo Codes
- Hydrodynamic ablation of protoplanetary disks via supernovae
- Probing Self-interacting Dark Matter with Disk Galaxies in Cluster Environments
- The Dark Matter Tidal Stripping History of the Sagittarius Core with N-body simulations
- A Lagrangian Inertial Centroidal Voronoi Particle method for dynamic load balancing in particle-based simulations
- The Gaia-ESO Survey: Matching Chemo-Dynamical Simulations to Observations of the Milky Way
- Cosmic Sands: The Origin of Dusty, Star-forming Galaxies in the Epoch of Reionization
- The Nature and Evolution of Early Massive Quenched Galaxies in the Simba-C Simulation
- Composition, Structure and Origin of the Moon
- Dust Dynamics in AGN Winds: A New Mechanism For Multiwavelength AGN Variability
- LMC-driven anisotropic boosts in stream--subhalo interactions
- Star Formation Variability as a Probe for the Baryon Cycle within Galaxies
- Bringing faint active galactic nuclei (AGNs) to light: a view from large-scale cosmological simulations
- Simulating cold shear flows on a moving mesh
- Tracing the evolutionary pathways of dust and cold gas in high-z quiescent galaxies with SIMBA
- Mesh-free hydrodynamics in PKDGRAV3 for galaxy formation simulations
- Non-Parametric Spherical Jeans Mass Estimation with B-splines
- Hydrodynamic simulations of the Disk of Gas Around Supermassive black holes (HDGAS) -I; Molecular Gas Dynamics
- Hybrid-chimes: A model for radiative cooling and the abundances of ions and molecules in simulations of galaxy formation
- Rapid Growth of Galactic Supermassive Black Holes through Accreting Giant Molecular Clouds during Major Mergers of their Host Galaxies
- Simultaneous Dependence of Matter Clustering on Scale and Environment
- Bar-driven Leading Spiral Arms in a Counter-rotating Dark Matter Halo
- Effect of Equation of State and Cutoff Density in Smoothed Particle Hydrodynamics Simulations of the Moon-Forming Giant Impact
- Imprints of the cosmic void evolution on the baryon processes inside galaxy haloes
- Are the Formation and Abundances of Metal-Poor Stars the Result of Dust Dynamics?
- Great Balls of FIRE III: Modeling Black Hole Mergers from Massive Star Clusters in Simulations of Galaxies
- Impetus: Consistent SPH calculations of 3D spherical Bondi accretion onto a black hole
- Gas Cooling in Hydrodynamic Simulations with An Exact Time Integration Scheme
- Examining the Accuracy of Astrophysical Disk Simulations With a Generalized Hydrodynamical Test Problem
- COALAS III: The ATCA CO(1-0) look at the growth and death of H emitters in the Spiderweb protocluster at z=2.16
- Dynamical evolution of massive black hole pairs in the presence of spin-dependent radiative feedback
- Lessons from the Magellanic System and its modeling
- Sensitivity of non-radiative cloud-wind interactions to the hydrodynamics solver
- A field-level emulator for modeling baryonic effects across hydrodynamic simulations
- Voronoi Tessellation and Non-parametric Halo Concentration
- Effects of stellar feedback on cores in STARFORGE
- WVTICs -- SPH initial conditions for everyone
- Learning the Universe: Cosmological and Astrophysical Parameter Inference with Galaxy Luminosity Functions and Colours
- High-order Discontinuous Galerkin hydrodynamics with sub-cell shock capturing on GPUs
- REMIX SPH -- improving mixing in smoothed particle hydrodynamics simulations using a generalised, material-independent approach
- Chemodynamics of dwarf galaxies under ram-pressure
- ASymba: HI global profile asymmetries in the Simba simulation
- CASCO: Cosmological and AStrophysical parameters from Cosmological simulations and Observations -- I. Constraining physical processes in local star-forming galaxies
- Boundless baryons: how diffuse gas contributes to anisotropic tSZ signal around simulated Three Hundred clusters
- The Effect of Multiple Cooling Channels on the Formation of Dark Compact Objects
- Positive feedback at the disc-halo interface
- Disk galaxies are self-similar: the universality of the HI-to-Halo mass ratio for isolated disks
- Sliding into DM: Determining the local dark matter density and speed distribution using only the local circular speed of the Galaxy
- Python Radiative Transfer Emission code (PyRaTE): non-LTE spectral lines simulations
- HSC-CLAUDS survey: The star formation rate functions since z ~ 2 and comparison with hydrodynamical simulations
- The Acoustic Resonant Drag Instability with a Spectrum of Grain Sizes
- Entropy-Conserving Scheme for Modeling Nonthermal Energies in Fluid Dynamics Simulations
- Studying the Warm Hot Intergalactic Medium in emission: a reprise
- High-Resolution Chemical Abundances of the Nyx Stream
- Resolution criteria to avoid artificial clumping in Lagrangian hydrodynamic simulations with a multi-phase interstellar medium
- How do baryonic effects on the cosmic matter distribution vary with scale and local density environment?
- Field-level simulation-based inference with galaxy catalogs: the impact of systematic effects
- Cloud-cloud collisions triggering star formation in galaxy simulations
- On the connection between AGN radiative feedback and massive black hole spin
- Robust Solid Boundary Treatment for Compressible Smoothed Particle Hydrodynamics
- Feedback-regulated Seed Black Hole Growth in Star-Forming Molecular Clouds and Galactic Nuclei
- Density Conversion between 1-D and 3-D Stellar Models with 1D-MESA2HYDRO-3D
- Formation of free-floating planetary mass objects via circumstellar disk encounters
- Explaining the Weak Evolution of the High-Redshift Mass-Metallicity Relation with Galaxy Burst Cycles
- Playing with FIRE: A Galactic Feedback-Halting Experiment Challenges Star Formation Rate Theories
- Distinguishing AGN Feedback Models with the Thermal Sunyaev-Zel'dovich Effect
- Turbulent Transport of Dust Particles in Protostellar Disks: The Effect of Upstream Diffusion
- Numerical Study of Cosmic Ray Confinement through Dust Resonant Drag Instabilities
- The Formation of a Milky Way-sized Disk Galaxy 1. A Comparison of Numerical Methods
- Binary AGN simulations with radiation pressure reveal a new duty cycle, and a reduction of gravitational torque, through 'minitori' structures
- Grid Noise in Moving Mesh Codes: Fixing The Volume Inconsistency Problem
- Simulations of Tidal Disruption Events
- A Vorticity-Preserving Hydrodynamical Scheme for Modeling Accretion Disk Flows
- Modelling H and its effects on star formation using a joint implementation of GADGET-3 and KROME
- Observational Diagnostics of Gas Flows: Insights from Cosmological Simulations
- Gusts in the Headwind: Uncertainties in Direct Dark Matter Detection
- Smoothed Particle Hydrodynamics Physically Reconsidered -- The Relation to Explicit Large Eddy Simulation and the Issue of Particle Duality
- Improving Black Hole Accretion Treatment in Hydrodynamical Simulations
- The impact of the cosmological constant on past and future star formation
- Diverse dark matter profiles in FIRE dwarfs: black holes, cosmic rays and the cusp-core enigma
- Volume and Mass Conservation in Lagrangian Meshfree Methods
- On the origin of Jupiter's fuzzy core: constraints from N-body, impact and evolution simulations
- The physical origin of positive metallicity radial gradients in high-redshift galaxies: insights from the FIRE-2 cosmological hydrodynamic simulations
- Forming disc galaxies in major mergers II. The central mass concentration problem and a comparison of GADGET3 with GIZMO
- Dust-Evacuated Zones Near Massive Stars: Consequences of Dust Dynamics on Star-forming Regions
- On the limitations of H alpha luminosity as a star formation tracer in spatially resolved observations
- Dark Matter Annihilation Feedback in cosmological simulations I: Code convergence and idealised halos
- Parametric instability in warped astrophysical discs: growth, saturation and feedback
- Disparate Effects of Circumgalactic Medium Angular Momentum in IllustrisTNG and SIMBA
- Testing the effect of resolution on gravitational fragmentation with Lagrangian hydrodynamic schemes
- Recovering Injected Astrophysics from the LISA Galactic Double White Dwarf Binaries
- Predictions for Complex Distributions of Stellar Elemental Abundances in Low-Mass Galaxies
- Lux ex tenebris: The imprint of annihilating dark matter on the intergalactic medium during Cosmic Dawn
- Inpainting hydrodynamical maps with deep learning
- WENO-Wombat: Scalable Fifth-Order Constrained-Transport Magnetohydrodynamics for Astrophysical Applications
- Hypothetical hyperbolic encounters between Venus and proto-Mercury that partially \ stripped away proto-Mercury's mantle
- A solution to the S8 tension through neutrino-dark matter interactions
- Modelling self-interacting dark matter substructures I: Calibration with N-body simulations of a Milky-Way-sized halo and its satellite
- An improved SPH scheme for cosmological simulations
- GalaxyFlow: Upsampling Hydrodynamical Simulations for Realistic Mock Stellar Catalogs
- A Simple Sub-Grid Model For Cosmic Ray Effects on Galactic Scales
- Cosmological Simulation of Galaxy Groups and Clusters-II: Studying Different Modes of Feedback through X-ray Observations
- Substructure at High Speed I: Inferring the Escape Velocity in the Presence of Kinematic Substructure
- Dark Matter-Induced Baryonic Feedback in Galaxies
- 2D Implosion Simulations with a Kinetic Particle Code
- : Modeling a Universe of Molecular Line Luminosities in Hydrodynamical Simulations
- EDEN: Exploring Disks Embedded in N-body simulations of Milky-Way-mass halos from Symphony
- Trial by FIRE: Probing the dark matter density profile of dwarf galaxies with GraphNPE
- A Novel Scheme for Dark Matter Annihilation Feedback in Cosmological Simulations
- Late accretion offers pathway to misaligned disk around the planet-hosting IRAS 04125+2902
- The Shape of FIREbox Galaxies and a Potential Tension with Low-mass Disks
- Multidimensional upwind hydrodynamics on unstructured meshes using Graphics Processing Units I. Two-dimensional uniform meshes
- HALO7D III: Chemical Abundances of Milky Way Halo Stars from Medium Resolution Spectra
- Accelerating self-gravitating hydrodynamics simulations with adaptive force updates
- An accurate treatment of scattering and diffusion in piecewise power-law models for cosmic ray and radiation/neutrino transport
- COLIBRE: calibrating subgrid feedback in cosmological simulations that include a cold gas phase
- How to set up your first machine learning project in astronomy
- NIHAO-RiNG: A Comparison of Simulated Disc Galaxies from GASOLINE and GIZMO
- Multi-Epoch Machine Learning 2: Identifying physical drivers of galaxy properties in simulations
- Equilibrium Sequences and Gravitational Instability of Rotating Isothermal Rings
- The fragility of thin discs in galaxies -- I. Building tailored N-body galaxy models
- Sensitivity Estimation for Dark Matter Subhalos in Synthetic Gaia DR2 using Deep Learning
- The environments of the radio galaxy population in SIMBA
- The imprint of dark matter on the Galactic acceleration field
- Adaptive Compressible Smoothed Particle Hydrodynamics
- SWIFT: Maintaining weak-scalability with a dynamic range of in time-step size to harness extreme adaptivity
- Integer Lattice Dynamics for Vlasov-Poisson
- Central densities of dark matter halos in FIRE-2 simulations of low-mass galaxies with cold dark matter and self-interacting dark matter
- Multiple gas phases in supernova remnant IC 443: mapping shocked H with VLT/KMOS
- A-priori Validation of Subgrid-scale Models for Astrophysical Turbulence
- A self-gravity module for the PLUTO code
- Gaseous Dynamical Friction: a Numerical Study of Extended Perturbers
- Future Simulations of Tidal Disruption Events
- Meshless Methods for Magnetohydrodynamics with Vector Potential
- Implicit Molecular Stresses in Weakly-Compressible Particle-Based Discretization Methods for Fluid Flow
- The Convergence of Particle-in-Cell Schemes for Cosmological Dark Matter Simulations
- Dark Matter Annihilation Feedback in Cosmological Simulations II: The Influence on Gas and Halo Structure
- Testing the stability of supersonic ionized Bondi accretion flows with radiation hydrodynamics
- Impact of cosmic-ray propagation on the chemistry and ionisation fraction of dark clouds
- syren-baryon: Analytic emulators for the impact of baryons on the matter power spectrum
- Fundamental limits to orbit reconstruction due to non-conservation of stellar actions in a Milky Way-like simulation
- The Three Hundred Project hydrodynamical simulations: Hydrodynamical weak-lensing cluster mass biases and richnesses using different hydro models
- Exploring the catastrophic regime: thermodynamics and disintegration in head-on planetary collisions
- Large-scale geometry and topology of gas fields: Effects of AGN and stellar feedback
- Weak Lensing Constraints on Dark Matter-Baryon Interactions with -Body Simulations and Machine Learning
- On the optical properties of Resonant Drag Instabilities: Variability of Asymptotic Giant Branch and R Coronae Borealis stars
- Impact of primordial black holes on the formation of the first stars and galaxies
- The Three Hundred: relation
- A general relativistic extension to mesh-free methods for hydrodynamics
- Core to Cosmic Edge: SIMBA-C's New Take on Abundance Profiles in the Intragroup Medium at z = 0
- The Three Hundred Project: deducing the stellar splashback structure of galaxy clusters from their orbiting profiles
- The AGORA High-resolution Galaxy Simulations Comparison Project. X: Formation and Evolution of Galaxies at the High-redshift Frontier
- The imprint of dark subhaloes on the circumgalactic medium
- A Formulation of Consistent Particle Hydrodynamics in Strong Form
- Impact of Population III stars on the astrophysical gravitational-wave background
- Machine-guided Exploration and Calibration of Astrophysical Simulations
- Dust growth in molecular cloud envelopes: a numerical approach
- A graph model for the clustering of dark matter halos
- Field-Level Comparison and Robustness Analysis of Cosmological N-body Simulations
- Auriga Streams II: orbital properties of tidally disrupting satellites of Milky Way-mass galaxies
- The imprint of bursty star formation on alpha-element abundance patterns in Milky Way-like galaxies
- The fragility of thin discs in galaxies -- II. Thin discs as tracers of the assembly history of galaxies
- A New Residual Distribution Hydrodynamics Solver for Astrophysical Simulations
- Dissecting stellar populations with manifold learning I. Validation of the method on a synthetic Milky Way-like galaxy
- Wind of Change: Faraday Rotation in a Simulated Large Magellanic Cloud
- Super-Eddington accretion in high-redshift quasar hosts: Black-hole driven outflows, galaxy quenching, and the nature of little red dots
- Large, fast and accurate HI intensity maps with latent overlap diffusion
- A general relativistic magnetohydrodynamics extension to mesh-less schemes in the code GIZMO
- Identifying massive black hole binaries via light curve variability in optical time-domain surveys
- Star-forming galaxies in the cosmic web in the last 11 Gyr
- Bright [CII]158m Streamers as a Beacon for Giant Galaxy Formation in SPT234956 at
- Identifying Halos in Cosmological Simulations with Continuous Wavelet Analysis: The 2D Case
- Novel Hydrodynamic Schemes Capturing Shocks and Contact Discontinuities and Comparison Study with Existing Methods
- The impact of baryons on the sparsity of simulated galaxy clusters from The Three Hundred Project
- HI asymmetries in spatially resolved SIMBA galaxies
- The Moon-forming Impact as a Constraint for the Inner Solar System's Formation
- Linear bending wave propagation in laminar and turbulent discs
- An Observationally Driven Multifield Approach for Probing the Circum-Galactic Medium with Convolutional Neural Networks
- Inferring halo masses with Graph Neural Networks
- The Circumgalactic Medium from the CAMELS Simulations: Forecasting Constraints on Feedback Processes from Future Sunyaev-Zeldovich Observations
- gadfly: A pandas-based Framework for Analyzing GADGET Simulation Data
- A Co-Scaling Grid for Athena++
- SIGAME v3: Gas Fragmentation in Post-processing of Cosmological Simulations for More Accurate Infrared Line Emission Modeling
- A Probabilistic Model to Estimate Number Densities from Column Densities in Molecular Clouds
- A test of invariance of halo surface density for FIRE-2 simulations with cold dark matter and self-interacting dark matter
- Rise of the forsaken relics: connecting present-day stellar streams and phase-mixed galaxies to the Epoch of Reionization
- The Kelvin-Helmholtz instability and smoothed particle hydrodynamics
- Two-phase formation of galaxies: the coevolution between galaxies and dark matter halos
- High-order simulations of isothermal flows using the local anisotropic basis function method (LABFM)
- Early Stages of Dusty Tori: The First Infrared Spectra from a Highly Multiscale Quasar Simulation
- Radiation pressure role in accreting massive black hole binaries
- Investigating the residuals in the relation using the SIMBA cosmological simulation
- Effects of Varied Cosmic Ray Feedback from AGN on Massive Galaxy Properties
- Predicting the resolved CO emission of star-forming galaxies
- A New Model For Including Galactic Winds in Simulations of Galaxy Formation II: Implementation of PhEW in Cosmological Simulations
- Evidence on the incompatibility of smoothed particle hydrodynamics and eddy viscosity models for large eddy simulations
- Hot accretion onto spiral galaxies: the origin of extended and warped HI discs
- Constraining cosmic ray transport models using circumgalactic medium properties and observables
- CWTHF: Identifying Dark Matter Halos with Continuous Wavelet Transform
- Galaxy assembly bias in cosmological hydrodynamical simulations: a comparison between SIMBA and IllustrisTNG
- DISPATCH methods: an approximate, entropy-based Riemann solver for ideal magnetohydrodynamics
- Ashes of FIRE: Modeling Dust Grain Size Evolution in the Local Group with FIRE
- The Three Hundred : contrasting clusters galaxy density in hydrodynamical and dark matter simulations
- First Light And Reionisation Epoch Simulations (FLARES) III: The properties of massive dusty galaxies at cosmic dawn
- WALLABY Pilot Survey & ASymba: Comparing HI Detection Asymmetries to the SIMBA Simulation
- Radio Galaxies in SIMBA: A MIGHTEE Comparison
- The In Situ Growth of Stellar-mass "Light" Seed Black Holes in Nuclear Star Clusters
- The chemical and spatial variations of the bulge's velocity ellipsoids
- Fast Baryonic Field Painting for Sunyaev-Zel'dovich Analyses: Transfer Function vs. Hybrid Effective Field Theory
- Galaxy and black hole coevolution in dark matter haloes not captured by cosmological simulations
- Forged by Feedback: Stellar Properties of Brightest Group Galaxies in Cosmological Simulations
- Metallicity Structure in Galactic Longitude-Velocity Diagrams of the Milky Way Disk and FIRE-2 Simulations
- The Impact of Star Formation Histories on the Inner Dark Matter Density Slopes of Galaxies
- Evolution of action-space coherence in a Milky Way-like simulation
- Preferential accretion of binary stars
- On the consistency of jet feedback modelling across different astrophysics hydrodynamical codes
- Modeling Cosmological Evolution of Jetted Seyfert Galaxies for z<10
- The origin of the intra-cluster light in The Three Hundred simulations
- How non-thermal pressure impacts the modelling of star formation in galaxy formation simulations
- Exploring supermassive black hole physics and galaxy quenching across halo mass in FIRE cosmological zoom simulations
- IQ Collaboratory III: The Empirical Dust Attenuation Framework -- Taking Hydrodynamical Simulations with a Grain of Dust
- Populating Galaxies Into Halos Via Machine Learning on the Simba Simulation
- Hydrodynamics of Collisions and Close Encounters between Stellar Black Holes and Main-sequence Stars
- Deep Learning generated observations of galaxy clusters from dark-matter-only simulations
- 3D elemental abundances of stars at formation across the histories of Milky Way-mass galaxies in the FIRE simulations
- Analysis of shape and angular orientation parameters of velocity-dependent dark matter annihilation signals in Galactic Centers for FIRE simulations
- Cosmological simulations predict that AGN preferentially live in gas-rich, star-forming galaxies despite effective feedback
- Modeling turbulent and self-gravitating fluids with Fourier neural operators
- Tidal adaptive softening and artificial fragmentation in cosmological simulations
- Gauging the Impact of Cosmic Ray Feedback on the Stellar Initial Mass Function
- Non-ideal MHD and protostellar feedback effects on disc formation and evolution in numerical simulations of star cluster formation
- Ergodicity of FIRE: star formation variations within and between simulated galaxies
- A new technique to isolate kinematically anomalous gas in HI data cubes
- Black Hole-Galaxy Correlations in Cluster Zoomed-in Simulations: GIZMO-SIMBA and TNG-Cluster
- The small-scale turbulent dynamo in smoothed particle magnetohydrodynamics
- Comparison of simulations and semi-analytical model for WDM subhalo mass functions
- No Stream Left Unscathed: The imprint of a host galaxy
- Modeling supernova feedback in galaxy formation simulations with energy-conserving momentum injection
- Cold vs. Hot Gas Accretion and Angular Momentum in FIRE Simulations: From Halo to Galaxy Scales
- Extending the SAGA Survey (xSAGA) I: Satellite Radial Profiles as a Function of Host Galaxy Properties
- Observed cosmic evolution of galaxy dust properties with metallicity and tensions with models
- Nonlinear behaviour of warped discs around a central object with a quadrupole moment
- A New Method to Simulate Dark Matter-Baryon Interactions and Application to an Isolated Disk Galaxy
- Controlled Experiments on Dark-Matter Halo Structure and Galaxy Morphology I: What Sets Galaxy Sizes?
- The importance of the way in which supernova energy is distributed around young stellar populations in simulations of galaxies
- Imprints of tidal interactions on the stellar distribution of satellite galaxies: implications for dark matter deficient galaxies
- Lagrangian Particle Method for Compressible Fluid Dynamics
- A novel sub-grid model for super-Eddington accretion of spinning black holes in galaxy-scale simulations
- Spacetime in motion: an evolving relativistic binary black hole metric for GIZMO
- Chemical analysis of prestellar cores in Ophiuchus yields short timescales and rapid collapse