On the consistency of jet feedback modelling across different astrophysics hydrodynamical codes
arXiv:2510.18293 · doi:10.1093/mnras/stag368
Abstract
Active Galactic Nuclei (AGN) feedback is essential in cosmological simulations of galaxy formation, yet its implementation has to rely on subgrid models due to limited resolution. We present a novel subgrid jet-launching method for galaxy formation simulations and implement it in three hydrodynamical codes: the smoothed particle hydrodynamics (SPH) code SWIFT, the moving-mesh code AREPO, and the Eulerian grid code PLUTO. To isolate the impact of hydrodynamical solvers on jet evolution, we compare idealised jets and their remnants in uniform and stratified media across resolutions and jet parameters. In uniform media, all jets drive bow shocks, inflate hot lobes, exhibit backflows, and evolve self-similarly. For the parameters explored, SWIFT lobes are shorter, wider, and hotter; AREPO lobes are longer, thinner, and cooler; while PLUTO lobes display complex flows with intermediate characteristics. In stratified media, jets deviate from self-similar evolution, inflating longer and thinner lobes due to lower external ram pressure. After switch-off, SWIFT jets evolve into smooth cylindrical bubbles, AREPO jets produce long filamentary remnants, and PLUTO jets yield intermediate-length remnants with varying degrees of mixing. Despite such differences, all jets and remnants have a similar impact on the ambient medium. We conclude that variations in lobe properties between codes emerge even for identical subgrid prescriptions, since the coupling of jet feedback to resolvable scales and the effective resolution depend on the hydrodynamical method. In structure formation simulations, these solver differences are likely subdominant to uncertainties in subgrid modelling and calibration, while averaging over galaxy populations may lessen their impact.
arXiv comment27 pages, 15 figures
References in corpus (126)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Array Programming with NumPy
- The cosmological simulation code GADGET-2
- The many lives of active galactic nuclei: cooling flows, black holes and the luminosities and colours of galaxies
- The EAGLE project: Simulating the evolution and assembly of galaxies and their environments
- Energy input from quasars regulates the growth and activity of black holes and their host galaxies
- Observational Evidence of AGN Feedback
- The broken hierarchy of galaxy formation
- E pur si muove: Galiliean-invariant cosmological hydrodynamical simulations on a moving mesh
- Cosmological Hydrodynamics with Adaptive Mesh Refinement: a new high resolution code called RAMSES
- Simulating Galaxy Formation with the IllustrisTNG Model
- Hierarchical Galaxy Formation
- PLUTO: a Numerical Code for Computational Astrophysics
- Heating Hot Atmospheres with Active Galactic Nuclei
- Simulating galaxy formation with black hole driven thermal and kinetic feedback
- GIZMO: A New Class of Accurate, Mesh-Free Hydrodynamic Simulation Methods
- Simba: Cosmological Simulations with Black Hole Growth and Feedback
- What Shapes the Luminosity Function of Galaxies?
- A unified model for AGN feedback in cosmological simulations of structure formation
- Powerful Outflows and Feedback from Active Galactic Nuclei
- A very deep Chandra observation of the Perseus cluster: shocks, ripples and conduction
- The Illustris simulation: the evolving population of black holes across cosmic time
- Chandra imaging of the complex X-ray core of the Perseus cluster
- Fundamental differences between SPH and grid methods
- A deep Chandra observation of the Perseus cluster: shocks and ripples
- Direct cosmological simulations of the growth of black holes and galaxies
- The BAHAMAS project: Calibrated hydrodynamical simulations for large-scale structure cosmology
- The Quiescent Intracluster Medium in the Core of the Perseus Cluster
- The Horizon-AGN simulation: morphological diversity of galaxies promoted by AGN feedback
- The Santa Barbara cluster comparison project: a comparison of cosmological hydrodynamics solutions
- The PLUTO Code for Adaptive Mesh Computations in Astrophysical Fluid Dynamics
- A high velocity ionised outflow and XUV photosphere in the narrow emission line quasar PG1211+143
- The Arepo public code release
- Phantom: A smoothed particle hydrodynamics and magnetohydrodynamics code for astrophysics
- Simulating cosmic structure formation with the GADGET-4 code
- Black Hole Winds
- Improving the convergence properties of the moving-mesh code AREPO
- Self-regulated growth of supermassive black holes by a dual jet/heating AGN feedback mechanism: methods, tests and implications for cosmological simulations
- Filaments, Bubbles, and Weak Shocks in the Gaseous Atmosphere of M87
- The baseline intracluster entropy profile from gravitational structure formation
- The Size Evolution of Star-forming and Quenched Galaxies in the IllustrisTNG simulation
- Integral Field Spectroscopy of Massive, Kiloparsec-Scale Outflows in the Infrared-Luminous QSO Mrk 231
- Radio galaxies and feedback from AGN jets
- AGN-driven quenching of star formation: morphological and dynamical implications for early-type galaxies
- The cosmic evolution of massive black holes in the Horizon-AGN simulation
- Gasoline2: A Modern SPH Code
- Grand unification of AGN activity in the LambdaCDM cosmology
- Reflections of AGN Outbursts in the Gaseous Atmosphere of M87
- Radiative feedback from quasars and the growth of massive black holes in stellar spheroids
- Size evolution of normal and compact galaxies in the EAGLE simulation
- AGN Feedback and Cooling Flows: Problems with Simple Hydrodynamical Models
- A Necessary Condition for Individual Time-Steps in SPH Simulations
- Implementation of feedback in SPH: towards concordance of methods
- A Density Independent Formulation of Smoothed Particle Hydrodynamics
- Supermassive black holes in cosmological simulations I: M_BH-M_star relation and black hole mass function
- Numerical modelling of the lobes of radio galaxies in cluster environments
- Systematic properties of decelerating relativistic jets in low-luminosity radio galaxies
- QSO MUSEUM I: A sample of 61 extended Ly-emission nebulae surrounding quasars
- Quenched fractions in the IllustrisTNG simulations: the roles of AGN feedback, environment, and pre-processing
- Moving mesh cosmology: the hydrodynamics of galaxy formation
- Linking Macro, Meso, and Micro Scales in Multiphase AGN Feeding and Feedback
- Dark matter haloes determine the masses of supermassive black holes
- A simulation-based analytic model of radio galaxies
- The FABLE simulations: A feedback model for galaxies, groups and clusters
- Luminosity function, sizes and FR dichotomy of radio-loud AGN
- SPHS: Smoothed Particle Hydrodynamics with a higher order dissipation switch
- Modeling AGN Feedback in Cool-Core Clusters: The Balance between Heating and Cooling
- The answer is blowing in the wind: Simulating the interaction of jets with dynamic cluster atmospheres
- Feedback from Active Galactic Nuclei in Galaxy Groups
- Galaxy Cold Gas Contents in Modern Cosmological Hydrodynamic Simulations
- MAGMA: a 3D, Lagrangian magnetohydrodynamics code for merger applications
- Quenching star formation with quasar outflows launched by trapped IR radiation
- In search of dying radio sources in the local universe
- Numerical modelling of the lobes of radio galaxies in cluster environments II: Magnetic field configuration and observability
- A Quantification of the Butterfly Effect in Cosmological Simulations and Implications for Galaxy Scaling Relations
- AGN self-regulation in cooling flow clusters
- AGN jet feedback on a moving mesh: cocoon inflation, gas flows and turbulence
- SWIFT: A modern highly-parallel gravity and smoothed particle hydrodynamics solver for astrophysical and cosmological applications
- Simulating the interaction of jets with the intra-cluster medium
- AGN feedback: galactic-scale outflows driven by radiation pressure on dust
- Interplay among Cooling, AGN Feedback and Anisotropic Conduction in the Cool Cores of Galaxy Clusters
- Powering galactic super-winds with small-scale AGN winds
- Simulations of the dynamics of magnetised jets and cosmic rays in galaxy clusters
- Outflows Driven by Quasars in High-Redshift Galaxies with Radiation Hydrodynamics
- nIFTy galaxy cluster simulations I: dark matter & non-radiative models
- Stability Properties of Strongly Magnetized Spine Sheath Relativistic Jets
- Sphenix: Smoothed Particle Hydrodynamics for the next generation of galaxy formation simulations
- Which AGN Jets Quench Star Formation in Massive Galaxies?
- Swimming against the current: Simulations of central AGN evolution in dynamic galaxy clusters
- Numerical modelling of the lobes of radio galaxies in cluster environments - III. Powerful relativistic and nonrelativistic jets
- Remnant radio-loud AGN in the Herschel-ATLAS field
- The duty cycle of radio galaxies revealed by LOFAR: remnant and restarted radio source populations in the Lockman Hole
- The life cycle of radio galaxies in the LOFAR Lockman Hole field
- Blandford-Znajek jets in galaxy formation simulations: method and implementation
- Simulations of Jet Heating in Galaxy Clusters: Successes and Challenges
- Spin-driven jet feedback in idealised simulations of galaxy groups and clusters
- On the population of remnant FRII radio galaxies and implications for radio source dynamics
- AGN jet feedback on a moving mesh: gentle cluster heating by weak shocks and lobe disruption
- Black hole jets on the scale of the Cosmic Web
- The many lives of active galactic nuclei-II: The formation and evolution of radio jets and their impact on galaxy evolution
- Blandford-Znajek jets in galaxy formation simulations: exploring the diversity of outflows produced by spin-driven AGN jets in Seyfert galaxies
- Resistive relativistic MHD simulations of astrophysical jets
- Recent Progress in Modeling the Macro- and Micro-Physics of Radio Jet Feedback in Galaxy Clusters
- The Radio Galaxy Population in the SIMBA SImulations
- Mass transport by buoyant bubbles in galaxy clusters
- Active galactic nucleus jet feedback in hydrostatic halos
- The resolution bias: low resolution feedback simulations are better at destroying galaxies
- Self-regulated AGN feedback of light jets in cool-core galaxy clusters
- Dynamics of relativistic radio jets in asymmetric environments
- AGN jet feedback on a moving mesh: lobe energetics and X-ray properties in a realistic cluster environment
- The physical drivers of the atomic hydrogen-halo mass relation
- Observability of intermittent radio sources in galaxy groups and clusters
- LOFAR high-band antenna observations of the Perseus cluster
- The formation of entropy cores in non-radiative galaxy cluster simulations: SPH versus AMR
- Radio mode feedback: Does relativity matter?
- Numerical modelling of the lobes of radio galaxies in cluster environments -- IV. Remnant radio galaxies
- RAiSE: simulation-based analytical model of AGN jets and lobes
- AGN Feedback in Groups and Clusters of Galaxies
- The complex interplay of AGN jet-inflated bubbles and the intracluster medium
- Search and characterization of remnant radio galaxies in the XMMLSS deep field
- Active galactic nuclei jets simulated with smoothed particle hydrodynamics
- Sensitivity of non-radiative cloud-wind interactions to the hydrodynamics solver
- REMIX SPH -- improving mixing in smoothed particle hydrodynamics simulations using a generalised, material-independent approach
- A physically motivated galaxy size definition across different state-of-the-art hydrodynamical simulations
- CosmoDRAGoN simulations -- I. Dynamics and observable signatures of radio jets in cosmological environments
- CosmoDRAGoN II: Remnant Radio Galaxies in Group and Cluster Environments