pith. sign in

arxiv: 2605.16483 · v1 · pith:D4Y3IEG3new · submitted 2026-05-15 · 🌌 astro-ph.GA · astro-ph.CO

The limits of feedback from active galactic nuclei

Pith reviewed 2026-05-20 16:07 UTC · model grok-4.3

classification 🌌 astro-ph.GA astro-ph.CO
keywords AGN feedbackgalaxy groupsgalaxy clustershalo gasentropyoutflowsbaryon fractionshock heating
0
0 comments X

The pith

AGN feedback self-limits via weak shocks, creating an entropy ceiling that lets outflows escape only in halos below 10^13.7 solar masses.

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The paper examines why active galactic nuclei feedback removes gas from galaxy groups but leaves it largely intact in clusters. Heating occurs in an inner zone through shocks, but this process self-limits once the gas reaches a temperature where further entropy injection weakens. This establishes a nearly constant ceiling entropy of 360 keV cm² for the outflows, independent of halo mass and explained via Rankine-Hugoniot shock relations. The heated gas then rises buoyantly and escapes only if this ceiling exceeds the entropy of inflowing gas, a condition met solely below a halo mass of 10^13.7 solar masses because inflow entropy scales with the virial temperature. The result accounts for depleted gas in groups versus near-cosmic baryon fractions in clusters, with gas reincorporated as halos grow.

Core claim

Heating in the inner zone self-limits because, once the gas is sufficiently hot, shocks become too weak to deposit further entropy. Consequently, outflows have a ceiling entropy value (360 keV cm²) that is nearly independent of halo mass. These values (and trends with redshift and feedback variants) are explained using an argument based on the Rankine-Hugoniot relations. Outflows rise at fixed entropy through the buoyancy zone, escaping the halo if the ceiling value is sufficiently elevated over that of the inflowing gas. This condition is satisfied only for halo masses M_200m < 10^13.7 M_⊙, because inflow entropy tracks the virial relation. Variants with stronger feedback raise the critical

What carries the argument

Self-limited entropy ceiling for AGN outflows derived from Rankine-Hugoniot relations, which caps injected entropy at a fixed value independent of halo mass.

If this is right

  • Stronger feedback raises the entropy ceiling and shifts the critical mass to 10^14 solar masses while weaker feedback lowers it to 10^13.5 solar masses.
  • Above the critical mass outflows stall and may form a termination shock near the splashback radius.
  • Virial gas fractions rise with halo mass from 10^13 solar masses onward because reincorporation during halo expansion dominates over permanent outflows.
  • Groups below the threshold show depleted gas while clusters retain close to the cosmic baryon fraction.

Where Pith is reading between the lines

These are editorial extensions of the paper, not claims the author makes directly.

  • The mass threshold could appear as a sharp transition in observed gas content between groups and clusters.
  • Gas reincorporation during halo growth may affect long-term star formation in central galaxies.
  • Analogous self-limitation could arise in other feedback processes if shock heating sets the entropy scale.

Load-bearing premise

Inflow entropy tracks the virial relation with halo mass so the fixed outflow ceiling exceeds it and permits escape only below the critical mass.

What would settle it

Entropy profiles or gas fraction measurements in halos spanning 10^13 to 10^14 solar masses that confirm whether outflows escape below 10^13.7 solar masses and stall above it.

Figures

Figures reproduced from arXiv: 2605.16483 by Andrew Pontzen, Hiranya V. Peiris, Joop Schaye, Matthieu Schaller.

Figure 1
Figure 1. Figure 1: FIG. 1. The gas-to-total ratio as a function of physical radius mea [PITH_FULL_IMAGE:figures/full_fig_p004_1.png] view at source ↗
Figure 4
Figure 4. Figure 4: FIG. 4. The non-gravitational energy flux (enthalpy + kinetic energy) [PITH_FULL_IMAGE:figures/full_fig_p006_4.png] view at source ↗
Figure 3
Figure 3. Figure 3: FIG. 3. The average outflow (solid) and inflow (dashed) rates as a [PITH_FULL_IMAGE:figures/full_fig_p006_3.png] view at source ↗
Figure 5
Figure 5. Figure 5: FIG. 5. The entropy in gas inflows and outflows at the virial radius [PITH_FULL_IMAGE:figures/full_fig_p007_5.png] view at source ↗
Figure 7
Figure 7. Figure 7: FIG. 7. Summary of FLAMINGO’s feedback variants in terms of [PITH_FULL_IMAGE:figures/full_fig_p009_7.png] view at source ↗
Figure 8
Figure 8. Figure 8: FIG. 8. Stacked flow and entropy plots for Fiducial (top panels) and Jet fgas [PITH_FULL_IMAGE:figures/full_fig_p010_8.png] view at source ↗
read the original abstract

We use FLAMINGO to investigate why feedback from active galactic nuclei (AGN) significantly depletes gas in galaxy groups but is ineffective in clusters. We delineate three radial zones: an inner zone where AGN feedback heats halo gas via shocks; an intermediate buoyancy zone where the heated halo gas rises; and an outer zone where the outflow may stall in a termination shock. Heating in the inner zone self-limits because, once the gas is sufficiently hot, shocks become too weak to deposit further entropy. Consequently, outflows have a ceiling entropy value ($360\, {\rm keV\, cm^2}$) that is nearly independent of halo mass. These values (and trends with redshift and feedback variants) are explained using an argument based on the Rankine-Hugoniot relations. Outflows rise at fixed entropy through the buoyancy zone, escaping the halo if the ceiling value is sufficiently elevated over that of the inflowing gas. This condition is satisfied only for halo masses $M_{\rm 200m}<10^{13.7}\,{\rm M_\odot}$, because inflow entropy tracks the virial relation. Variants with stronger (or weaker) feedback have a higher (or lower) entropy ceiling and a correspondingly modified critical mass of $M_{\rm 200m}=10^{14.0}\,{\rm M_\odot}$ (or $10^{13.5}\,{\rm M_\odot}$). In clusters above the critical mass, the increased inflow entropy causes the outflow to stall and potentially shock at the 'splashback' radius. We derive an expression for the time evolution of the virial gas fraction, which shows how lingering gas is reincorporated as the halo virial radius expands. This effect dominates over outflows unless they rejoin the Hubble flow; as a result, virial gas fractions rise as a function of mass starting at $M_{\rm 200m} = 10^{13.0}\,{\rm M_\odot}$. These effects explain why groups have depleted gas, while clusters have close to the cosmic baryon fraction.

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, simulated authors' rebuttal, and a circularity audit. Tearing a paper down is the easy half of reading it; the pith above is the substance, this is the friction.

Referee Report

2 major / 2 minor

Summary. The manuscript uses the FLAMINGO simulations to explain the mass-dependent effectiveness of AGN feedback, arguing that shocks in an inner zone self-limit to produce a nearly mass-independent entropy ceiling of 360 keV cm² via Rankine-Hugoniot relations. Outflows then rise buoyantly and escape only below a critical halo mass of 10^13.7 M_⊙ (with variants shifting this to 10^13.5–10^14.0 M_⊙), because inflow entropy follows the virial scaling; above this mass the outflow stalls. The paper also derives an analytic expression for the time evolution of the virial gas fraction that incorporates reincorporation as the halo grows, accounting for the rise in baryon fraction with mass above ~10^13 M_⊙.

Significance. If the central claims hold, the work supplies a physically grounded mechanism for why AGN feedback depletes gas in groups but leaves clusters near the cosmic baryon fraction, with the Rankine-Hugoniot derivation and feedback-variant trends providing a clear, testable prediction. The analytic gas-fraction evolution further links the result to observable halo growth. The combination of simulation trends with a parameter-light analytic argument is a notable strength.

major comments (2)
  1. [§3] §3 (inner-zone analysis): the entropy ceiling of 360 keV cm² is stated to be nearly independent of halo mass and derived from Rankine-Hugoniot relations, but the manuscript must show the explicit steps that yield this numerical value and demonstrate its mass independence across the simulated halo range (e.g., by plotting the post-shock entropy versus M_200m).
  2. [§4.1] §4.1 (buoyancy and escape condition): the sharp critical mass at 10^13.7 M_⊙ rests on the assumption that inflow entropy tracks the virial relation K_in ∝ M^{2/3}. The paper should quantify the scatter and systematic deviations from this scaling in the simulations (including any contribution from filaments or prior feedback) to establish whether the threshold remains abrupt or becomes gradual.
minor comments (2)
  1. [Figure 3] Figure 3: the termination-shock radius is difficult to read against the background; increase line contrast or add a shaded band.
  2. [Eq. (7)] Eq. (7): the symbols for the time-dependent virial radius and gas fraction are introduced without a preceding definition list; add an explicit symbol table.

Simulated Author's Rebuttal

2 responses · 0 unresolved

We thank the referee for their constructive and detailed report. The comments identify opportunities to strengthen the clarity of our derivations and the supporting analysis from the simulations. We respond to each major comment below and describe the revisions we will make to the manuscript.

read point-by-point responses
  1. Referee: [§3] §3 (inner-zone analysis): the entropy ceiling of 360 keV cm² is stated to be nearly independent of halo mass and derived from Rankine-Hugoniot relations, but the manuscript must show the explicit steps that yield this numerical value and demonstrate its mass independence across the simulated halo range (e.g., by plotting the post-shock entropy versus M_200m).

    Authors: We agree that the explicit derivation steps should be shown in full. The current manuscript summarizes the Rankine-Hugoniot argument for the self-limiting entropy ceiling, but we will expand §3 in the revised version to include the complete step-by-step calculation, including the relevant jump conditions, the assumptions about pre-shock conditions, and how the ceiling value of 360 keV cm² emerges independently of halo mass. We will also add a new figure displaying post-shock entropy versus M_200m across the simulated halo sample to demonstrate the near mass-independence directly. revision: yes

  2. Referee: [§4.1] §4.1 (buoyancy and escape condition): the sharp critical mass at 10^13.7 M_⊙ rests on the assumption that inflow entropy tracks the virial relation K_in ∝ M^{2/3}. The paper should quantify the scatter and systematic deviations from this scaling in the simulations (including any contribution from filaments or prior feedback) to establish whether the threshold remains abrupt or becomes gradual.

    Authors: We acknowledge that quantifying the scatter strengthens the justification for the critical mass. While the manuscript relies on the average virial scaling for inflow entropy, which is supported by the simulations, we will add an explicit analysis in the revised §4.1. This will report the measured scatter around K_in ∝ M^{2/3}, discuss systematic deviations, and address possible contributions from filamentary accretion and earlier feedback episodes. The additional material will allow readers to assess whether the escape threshold is best described as abrupt or somewhat gradual, while preserving the central conclusion that the transition occurs near 10^{13.7} M_⊙. revision: yes

Circularity Check

0 steps flagged

No significant circularity; derivation uses independent Rankine-Hugoniot and virial relations

full rationale

The paper derives the mass-independent entropy ceiling of 360 keV cm² directly from Rankine-Hugoniot shock relations applied to the inner zone, as an explanatory argument for the self-limiting heating. The critical halo mass threshold is obtained by comparing this fixed ceiling against the inflow entropy, which is stated to track the standard virial scaling relation (an external, well-established result from gravitational collapse physics, not fitted or derived within the paper). No load-bearing step reduces by construction to a fit, self-definition, or self-citation chain; the central claim retains independent content from standard shock physics and virial theorem scalings. The derivation is self-contained against external benchmarks.

Axiom & Free-Parameter Ledger

1 free parameters · 2 axioms · 0 invented entities

The central claim rests on standard hydrodynamic shock relations and a domain assumption about inflow entropy; no new particles or forces are introduced.

free parameters (1)
  • feedback strength variants
    Stronger or weaker AGN feedback is shown to shift the entropy ceiling and critical mass, but the baseline ceiling is derived rather than fitted.
axioms (2)
  • standard math Rankine-Hugoniot relations govern entropy deposition in AGN-driven shocks
    Invoked to derive the self-limiting ceiling entropy of 360 keV cm².
  • domain assumption Inflowing gas entropy follows the virial scaling with halo mass
    Used to determine the mass below which the ceiling entropy exceeds inflow entropy.

pith-pipeline@v0.9.0 · 5919 in / 1452 out tokens · 67427 ms · 2026-05-20T16:07:31.512887+00:00 · methodology

discussion (0)

Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.

Lean theorems connected to this paper

Citations machine-checked in the Pith Canon. Every link opens the source theorem in the public Lean library.

What do these tags mean?
matches
The paper's claim is directly supported by a theorem in the formal canon.
supports
The theorem supports part of the paper's argument, but the paper may add assumptions or extra steps.
extends
The paper goes beyond the formal theorem; the theorem is a base layer rather than the whole result.
uses
The paper appears to rely on the theorem as machinery.
contradicts
The paper's claim conflicts with a theorem or certificate in the canon.
unclear
Pith found a possible connection, but the passage is too broad, indirect, or ambiguous to say the theorem truly supports the claim.

Reference graph

Works this paper leans on

103 extracted references · 103 canonical work pages · 54 internal anchors

  1. [1]

    The physical gas inflows and outflows which determine the numerator of the ratio plotted

  2. [2]

    The flows of other material, primarily dark matter, which determine the denominator of the ratio

  3. [3]

    The differingr 200m, which affects where the curve is evaluated, and which in turn arises from the differing total mass of the halo. While the physics of gas outflows is the main subject of this paper, nonetheless effects 2 and 3 have equally important im- pacts on measured gas fractions, and compound the difficul- ties associated with attaining low gas f...

  4. [4]

    an inner entropy-creation zone, where the mean entropy increases due to the presence of strong shocks

  5. [5]

    an intermediate buoyancy zone, with constant entropy at the ceiling value, indicating that outflowing gas is being powered by buoyancy

  6. [6]

    sloshing

    in cases where the outflow stalls, an outer heating zone representing its terminal shock. This may be confirmed by studying the entropy as a func- tion of radius. The upper panel of Fig. 6 shows the radial entropy for inflows and outflows in the four mass bins previ- ously adopted. We first briefly consider the inflows (dashed lines), which have entropies...

  7. [7]

    Chandra sample of nearby relaxed galaxy clusters: mass, gas fraction, and mass-temperature relation

    A. Vikhlinin, A. Kravtsov, W. Forman, C. Jones, M. Marke- vitch, S. S. Murray, and L. Van Speybroeck, Chandra Sam- ple of Nearby Relaxed Galaxy Clusters: Mass, Gas Fraction, and Mass-Temperature Relation, Astrophys. J.640, 691 (2006), arXiv:astro-ph/0507092 [astro-ph]

  8. [8]

    M. Sun, G. M. V oit, M. Donahue, C. Jones, W. Forman, and A. Vikhlinin, Chandra Studies of the X-Ray Gas Prop- erties of Galaxy Groups, Astrophys. J.693, 1142 (2009), arXiv:0805.2320 [astro-ph]

  9. [9]

    G. W. Pratt, J. H. Croston, M. Arnaud, and H. B ¨ohringer, Galaxy cluster X-ray luminosity scaling relations from a rep- resentative local sample (REXCESS), Astron. Astrophys.498, 361 (2009), arXiv:0809.3784 [astro-ph]

  10. [10]

    The XXL Survey. XIII. Baryon content of the bright cluster sample

    D. Eckert, S. Ettori, J. Coupon, F. Gastaldello, M. Pierre, J.- B. Melin, A. M. C. Le Brun, I. G. McCarthy, C. Adami, L. Chiappetti, L. Faccioli, P. Giles, S. Lavoie, J. P. Lef `evre, M. Lieu, A. Mantz, B. Maughan, S. McGee, F. Pacaud, S. Pal- tani, T. Sadibekova, G. P. Smith, and F. Ziparo, The XXL Sur- vey. XIII. Baryon content of the bright cluster sam...

  11. [11]

    A. H. Gonzalez, S. Sivanandam, A. I. Zabludoff, and D. Zarit- sky, Galaxy Cluster Baryon Fractions Revisited, Astrophys. J. 778, 14 (2013), arXiv:1309.3565 [astro-ph.CO]

  12. [12]

    Akino, D

    D. Akino, D. Eckert, N. Okabe, M. Sereno, K. Umetsu, M. Oguri, F. Gastaldello, I.-N. Chiu, S. Ettori, A. E. Evrard, A. Farahi, B. Maughan, M. Pierre, M. Ricci, I. Valtchanov, I. McCarthy, S. McGee, S. Miyazaki, A. J. Nishizawa, and M. Tanaka, HSC-XXL: Baryon budget of the 136 XXL groups and clusters, Publ. Astron. Soc. Jpn.74, 175 (2022), arXiv:2111.10080...

  13. [13]

    Planck Collaborationet al., Planck intermediate results. V . Pres- sure profiles of galaxy clusters from the Sunyaev-Zeldovich ef- fect, Astron. Astrophys.550, A131 (2013), arXiv:1207.4061 [astro-ph.CO]

  14. [14]

    Future constraints on halo thermodynamics from combined Sunyaev-Zel'dovich measurements

    N. Battaglia, S. Ferraro, E. Schaan, and D. N. Spergel, Future constraints on halo thermodynamics from combined Sunyaev- Zel’dovich measurements, J. Cosmol. Astropart. Phys.2017, 040 (2017), arXiv:1705.05881 [astro-ph.CO]

  15. [15]

    Bigwoodet al., Weak lensing combined with the kinetic Sunyaev-Zel’dovich effect: a study of baryonic feedback, Mon

    L. Bigwoodet al., Weak lensing combined with the kinetic Sunyaev-Zel’dovich effect: a study of baryonic feedback, Mon. Not. R. Astron. Soc.534, 655 (2024), arXiv:2404.06098 [astro- 14 ph.CO]

  16. [16]

    I. G. McCarthy, A. Amon, J. Schaye, E. Schaan, R. E. Angulo, J. Salcido, M. Schaller, L. Bigwood, W. Elbers, R. Kugel, J. C. Helly, V . J. Forouhar Moreno, C. S. Frenk, R. J. McGibbon, L. Ondaro-Mallea, and M. P. van Daalen, FLAMINGO: com- bining kinetic SZ effect and galaxy-galaxy lensing measure- ments to gauge the impact of feedback on large-scale stru...

  17. [17]

    Reischke and S

    R. Reischke and S. Hagstotz, A first measurement of bary- onic feedback with Fast Radio Bursts, arXiv e-prints , arXiv:2507.17742 (2025), arXiv:2507.17742 [astro-ph.CO]

  18. [18]

    A. E. Lanman, S. Simha, K. W. Masui, J. X. Prochaska, R. Dar- linger, F. A. Dong, B. M. Gaensler, R. C. Joseph, J. Kaczmarek, L. Kahinga, A. Khan, C. Leung, L. Mas-Ribas, S. Shivraj Patil, A. B. Pearlman, M. Sammons, K. Shin, K. Smith, and H. Wang, Constraining Gas Mass Fractions in Galaxy Groups and Clus- ters with the First CHIME/FRB Outrigger, arXiv e-...

  19. [19]

    Efstathiou and F

    G. Efstathiou and F. McCarthy, The power spectrum of the ther- mal Sunyaev-Zeldovich effect, Mon. Not. R. Astron. Soc.540, 1055 (2025), arXiv:2502.10232 [astro-ph.CO]

  20. [20]

    B. Hadzhiyskaet al., Evidence for large baryonic feedback at low and intermediate redshifts from kinematic Sunyaev- Zel’dovich observations with ACT and DESI photometric galaxies, Phys. Rev. D112, 083509 (2025), arXiv:2407.07152 [astro-ph.CO]

  21. [21]

    Lucie-Smith, H

    L. Lucie-Smith, H. V . Peiris, A. Pontzen, A. Halder, J. Schaye, M. Schaller, J. Helly, R. J. McGibbon, and W. Elbers, Cosmo- logical feedback from a halo assembly perspective, Phys. Rev. D112, 063541 (2025), arXiv:2505.18258 [astro-ph.CO]

  22. [22]

    F. J. Quet al., Precision Kinematic Sunyaev–Zel’dovich Mea- surements Across Halo Mass and Redshift with DESI DR2 and ACT DR6: Part I. Luminous Red Galaxies, arXiv e-prints , arXiv:2604.19744 (2026), arXiv:2604.19744 [astro-ph.CO]

  23. [23]

    The impact of strong feedback on galaxy group scaling relations

    D. Eckert, R. Seppi, J. Braspenning, A. Finoguenov, F. Gastaldello, L. Lovisari, E. O’Sullivan, S. Ettori, B. D. Op- penheimer, M. A. Bourne, D.-W. Kim, M. Sun, H. Khalil, G. Gozaliasl, Y . E. Bahar, V . Ghirardini, W. Cui, K. Kolokythas, and S. McGee, The impact of strong feedback on galaxy group scaling relations, arXiv e-prints , arXiv:2512.04203 (2025...

  24. [24]

    Bound or blown: the fate of hot gas in galaxy groups

    R. Seppi, D. Eckert, J. Schaye, J. Braspenning, M. Schaller, B. D. Oppenheimer, E. O’Sullivan, F. Gastaldello, L. Lovisari, M. A. Bourne, M. Sun, A. Finoguenov, H. Khalil, G. Goza- liasl, K. Kolokythas, Y . E. Bahar, and R. Santra, Bound or blown: the fate of hot gas in galaxy groups, arXiv e-prints , arXiv:2604.24863 (2026), arXiv:2604.24863 [astro-ph.CO]

  25. [25]

    Seppi, D

    R. Seppi, D. Eckert, E. Rasia, S. T. Kay, K. Dolag, V . Biffi, Y . E. Bahar, H. Bourdin, F. De Luca, M. De Petris, S. Ettori, M. Gaspari, F. Gastaldello, V . Ghirardini, L. Lovisari, P. Maz- zotta, G. W. Pratt, E. Pointecouteau, M. Rossetti, J. Sayers, M. Sereno, and G. Yepes, CHEX-MATE: Are we getting clus- ter thermodynamics right?, arXiv e-prints , arX...

  26. [26]

    The Cool-Core Bias in X-ray Galaxy Cluster Samples I: Method And Application To HIFLUGCS

    D. Eckert, S. Molendi, and S. Paltani, The cool-core bias in X-ray galaxy cluster samples. I. Method and applica- tion to HIFLUGCS, Astron. Astrophys.526, A79 (2011), arXiv:1011.3302 [astro-ph.CO]

  27. [27]

    Popesso, I

    P. Popesso, I. Marini, K. Dolag, G. Lamer, B. Csizi, V . Biffi, A. Robothan, M. Bravo, A. Biviano, S. Vladutescu-Zopp, L. Lovisari, S. Ettori, M. Angelinelli, S. Driver, V . Top- tun, A. Dev, D. Mazengo, A. Merloni, Y . Zhang, J. Com- parat, G. Ponti, T. Mroczkowski, and E. Bulbul, Average X- ray properties of galaxy groups: From Milky Way-like ha- los to...

  28. [28]

    Hadzhiyska, S

    B. Hadzhiyska, S. Ferraro, G. S. Farren, N. Sailer, and R. Zhou, Missing baryons recovered: A measurement of the gas fraction in galaxies and groups with the kinematic Sunyaev-Zel’dovich effect and CMB lensing, Phys. Rev. D112, 123507 (2025), arXiv:2507.14136 [astro-ph.CO]

  29. [29]

    Precision Kinematic Sunyaev--Zel'dovich Measurements Across Halo Mass and Redshift with DESI DR2 and ACT DR6: Part II. Bright Galaxy Survey and Emission-Line Galaxies

    B. Hadzhiyskaet al., Precision Kinematic Sunyaev–Zel’dovich Measurements Across Halo Mass and Redshift with DESI DR2 and ACT DR6: Part II. Bright Galaxy Survey and Emission-Line Galaxies, arXiv e-prints , arXiv:2604.19745 (2026), arXiv:2604.19745 [astro-ph.CO]

  30. [30]

    The X-ray/SZ view of the virial region. II. Gas mass fraction

    D. Eckert, S. Ettori, S. Molendi, F. Vazza, and S. Paltani, The X- ray/SZ view of the virial region. II. Gas mass fraction, Astron. Astrophys.551, A23 (2013), arXiv:1301.0624 [astro-ph.CO]

  31. [31]

    Universal thermodynamic properties of the intracluster medium over two decades in radius in the X-COP sample

    V . Ghirardini, D. Eckert, S. Ettori, E. Pointecouteau, S. Molendi, M. Gaspari, M. Rossetti, S. De Grandi, M. Roncar- elli, H. Bourdin, P. Mazzotta, E. Rasia, and F. Vazza, Univer- sal thermodynamic properties of the intracluster medium over two decades in radius in the X-COP sample, Astron. Astrophys. 621, A41 (2019), arXiv:1805.00042 [astro-ph.CO]

  32. [32]

    B. R. McNamara and P. E. J. Nulsen, Heating Hot Atmospheres with Active Galactic Nuclei, Annu. Rev. Astron. Astrophys.45, 117 (2007), arXiv:0709.2152 [astro-ph]

  33. [33]

    I. G. McCarthy, J. Schaye, T. J. Ponman, R. G. Bower, C. M. Booth, C. Dalla Vecchia, R. A. Crain, V . Springel, T. The- uns, and R. P. C. Wiersma, The case for AGN feedback in galaxy groups, Mon. Not. R. Astron. Soc.406, 822 (2010), arXiv:0911.2641 [astro-ph.CO]

  34. [34]

    A. C. Fabian, Observational Evidence of Active Galactic Nu- clei Feedback, Annu. Rev. Astron. Astrophys.50, 455 (2012), arXiv:1204.4114 [astro-ph.CO]

  35. [35]

    2000, ApJ, 539, L9, doi:10.1086/312838

    L. Ferrarese and D. Merritt, A Fundamental Relation between Supermassive Black Holes and Their Host Galaxies, Astrophys. J. Lett.539, L9 (2000), arXiv:astro-ph/0006053 [astro-ph]

  36. [36]

    A Relationship Between Nuclear Black Hole Mass and Galaxy Velocity Dispersion

    K. Gebhardt, R. Bender, G. Bower, A. Dressler, S. M. Faber, A. V . Filippenko, R. Green, C. Grillmair, L. C. Ho, J. Kor- mendy, T. R. Lauer, J. Magorrian, J. Pinkney, D. Richstone, and S. Tremaine, A Relationship between Nuclear Black Hole Mass and Galaxy Velocity Dispersion, Astrophys. J. Lett.539, L13 (2000), arXiv:astro-ph/0006289 [astro-ph]

  37. [37]

    Quasars and Galaxy Formation

    J. Silk and M. J. Rees, Quasars and galaxy formation, Astron. Astrophys.331, L1 (1998), arXiv:astro-ph/9801013 [astro-ph]

  38. [38]

    C. M. Booth and J. Schaye, Dark matter haloes determine the masses of supermassive black holes, Mon. Not. R. Astron. Soc. 405, L1 (2010), arXiv:0911.0935 [astro-ph.CO]

  39. [39]

    Gaspari, D

    M. Gaspari, D. Eckert, S. Ettori, P. Tozzi, L. Bassini, E. Ra- sia, F. Brighenti, M. Sun, S. Borgani, S. D. Johnson, G. R. Tremblay, J. M. Stone, P. Temi, H.-Y . K. Yang, F. Tombesi, and M. Cappi, The X-Ray Halo Scaling Relations of Supermassive Black Holes, Astrophys. J.884, 169 (2019), arXiv:1904.10972 [astro-ph.GA]

  40. [40]

    The physics driving the cosmic star formation history

    J. Schaye, C. Dalla Vecchia, C. M. Booth, R. P. C. Wiersma, T. Theuns, M. R. Haas, S. Bertone, A. R. Duffy, I. G. Mc- Carthy, and F. van de V oort, The physics driving the cosmic star formation history, Mon. Not. R. Astron. Soc.402, 1536 (2010), arXiv:0909.5196

  41. [41]

    Self-synchronizing scheme for high speed computational ghost imaging

    J. Schaye, R. A. Crain, R. G. Bower, M. Furlong, M. Schaller, T. Theuns, C. Dalla Vecchia, C. S. Frenk, I. G. McCarthy, J. C. Helly, A. Jenkins, Y . M. Rosas-Guevara, S. D. M. White, M. Baes, C. M. Booth, P. Camps, J. F. Navarro, Y . Qu, A. Rah- mati, T. Sawala, P. A. Thomas, and J. Trayford, The EAGLE simulations of galaxy formation: calibration of subgr...

  42. [42]

    I. G. McCarthy, J. Schaye, S. Bird, and A. M. C. Le Brun, The BAHAMAS project: calibrated hydrodynamical simula- tions for large-scale structure cosmology, Mon. Not. R. Astron. Soc.465, 2936 (2017), arXiv:1603.02702

  43. [43]

    Introducing the Illustris Project: Simulating the coevolution of dark and visible matter in the Universe

    M. V ogelsberger, S. Genel, V . Springel, P. Torrey, D. Sijacki, D. Xu, G. Snyder, D. Nelson, and L. Hernquist, Introducing the Illustris project: simulating the coevolution of dark and visible matter in the Universe, Mon. Not. R. Astron. Soc.444, 1518 (2014), arXiv:1405.2921

  44. [44]

    Simulating Galaxy Formation with the IllustrisTNG Model

    A. Pillepich, V . Springel, D. Nelson, S. Genel, J. Naiman, R. Pakmor, L. Hernquist, P. Torrey, M. V ogelsberger, R. Wein- berger, and F. Marinacci, Simulating galaxy formation with the IllustrisTNG model, Mon. Not. R. Astron. Soc.473, 4077 (2018), arXiv:1703.02970

  45. [45]

    Simba: Cosmological Simulations with Black Hole Growth and Feedback

    R. Dav ´e, D. Angl ´es-Alc´azar, D. Narayanan, Q. Li, M. H. Rafieferantsoa, and S. Appleby, SIMBA: cosmological simu- lations with black hole growth and feedback, Mon. Not. R. As- tron. Soc.486, 2827 (2019), arXiv:1901.10203

  46. [46]

    Schaye, R

    J. Schaye, R. Kugel, M. Schaller, J. C. Helly, J. Braspen- ning, W. Elbers, I. G. McCarthy, M. P. van Daalen, B. Vanden- broucke, C. S. Frenk, J. Kwan, J. Salcido, Y . M. Bah´e, J. Bor- row, E. Chaikin, O. Hahn, F. Hu ˇsko, A. Jenkins, C. G. Lacey, and F. S. J. Nobels, The FLAMINGO project: cosmological hy- drodynamical simulations for large-scale structu...

  47. [47]

    Braspenning, J

    J. Braspenning, J. Schaye, M. Schaller, I. G. McCarthy, S. T. Kay, J. C. Helly, R. Kugel, W. Elbers, C. S. Frenk, J. Kwan, J. Salcido, M. P. van Daalen, and B. Vandenbroucke, The FLAMINGO project: galaxy clusters in comparison to X-ray observations, Mon. Not. R. Astron. Soc.533, 2656 (2024), arXiv:2312.08277 [astro-ph.GA]

  48. [48]

    Kugel, J

    R. Kugel, J. Schaye, M. Schaller, J. C. Helly, J. Braspenning, W. Elbers, C. S. Frenk, I. G. McCarthy, J. Kwan, J. Salcido, M. P. van Daalen, B. Vandenbroucke, Y . M. Bah´e, J. Borrow, E. Chaikin, F. Huˇsko, A. Jenkins, C. G. Lacey, F. S. J. Nobels, and I. Vernon, FLAMINGO: calibrating large cosmological hy- drodynamical simulations with machine learning,...

  49. [49]

    Hu ˇsko, C

    F. Hu ˇsko, C. G. Lacey, J. Schaye, M. Schaller, and F. S. J. Nobels, Spin-driven jet feedback in idealized simulations of galaxy groups and clusters, Mon. Not. R. Astron. Soc.516, 3750 (2022), arXiv:2206.06402 [astro-ph.GA]

  50. [50]

    Ondaro-Mallea, R

    L. Ondaro-Mallea, R. E. Angulo, G. Aric `o, J. Schaye, I. G. Mc- Carthy, and M. Schaller, FLAMINGO: Galaxy formation and feedback effects on the gas density and velocity fields, Astron. Astrophys.697, A63 (2025), arXiv:2412.09526 [astro-ph.CO]

  51. [51]

    T. J. Ponman, D. B. Cannon, and J. F. Navarro, The thermal imprint of galaxy formation on X-ray clusters, Nature (London) 397, 135 (1999), arXiv:astro-ph/9810359 [astro-ph]

  52. [52]

    Evolution of Buoyant Bubbles in M87

    E. Churazov, M. Br ¨uggen, C. R. Kaiser, H. B ¨ohringer, and W. Forman, Evolution of Buoyant Bubbles in M87, Astrophys. J.554, 261 (2001), arXiv:astro-ph/0008215 [astro-ph]

  53. [53]

    G. M. V oit, Tracing cosmic evolution with clusters of galax- ies, Reviews of Modern Physics77, 207 (2005), arXiv:astro- ph/0410173 [astro-ph]

  54. [54]

    I. G. McCarthy, J. Schaye, R. G. Bower, T. J. Ponman, C. M. Booth, C. Dalla Vecchia, and V . Springel, Gas expulsion by quasar-driven winds as a solution to the overcooling problem in galaxy groups and clusters, Mon. Not. R. Astron. Soc.412, 1965 (2011), arXiv:1008.4799 [astro-ph.CO]

  55. [55]

    R. G. Bower, J. Schaye, C. S. Frenk, T. Theuns, M. Schaller, R. A. Crain, and S. McAlpine, The dark nemesis of galaxy for- mation: why hot haloes trigger black hole growth and bring star formation to an end, Mon. Not. R. Astron. Soc.465, 32 (2017), arXiv:1607.07445 [astro-ph.GA]

  56. [56]

    J. C. Helly, R. J. McGibbon, J. Schaye, M. Schaller, W. Mc- Donald, J. Braspenning, J. C. Broxterman, E. E. Costello, W. Elbers, V . J. Forouhar Moreno, C. S. Frenk, A. Jenk- ins, R. Kugel, I. G. McCarthy, J. Salcido, M. P. van Daalen, B. Vandenbroucke, and T. Yang, The FLAMINGO simula- tions data release, arXiv e-prints , arXiv:2604.24324 (2026), arXiv:2...

  57. [57]

    T. M. C. Abbottet al.(DES Collaboration), Dark Energy Sur- vey Year 3 results: Cosmological constraints from galaxy clus- tering and weak lensing, Phys. Rev. D105, 023520 (2022), arXiv:2105.13549 [astro-ph.CO]

  58. [58]

    C. M. Booth and J. Schaye, Cosmological simulations of the growth of supermassive black holes and feedback from active galactic nuclei: method and tests, Mon. Not. R. Astron. Soc. 398, 53 (2009), arXiv:0904.2572 [astro-ph.CO]

  59. [59]

    V . J. Forouhar Moreno, J. Helly, R. McGibbon, J. Schaye, M. Schaller, J. Han, and R. Kugel, Assessing subhalo finders in cosmological hydrodynamical simulations, arXiv e-prints , arXiv:2502.06932 (2025), arXiv:2502.06932 [astro-ph.CO]

  60. [60]

    J. Han, S. Cole, C. S. Frenk, A. Benitez-Llambay, and J. Helly, HBT+: an improved code for finding subhaloes and building merger trees in cosmological simulations, Mon. Not. Roy. As- tron. Soc.474, 604 (2018), arXiv:1708.03646 [astro-ph.CO]

  61. [61]

    Pontzen, R

    A. Pontzen, R. Ro ˇskar, G. Stinson, and R. Woods, pynbody: N-Body/SPH analysis for python, Astrophysics Source Code Library, record ascl:1305.002 (2013), ascl:1305.002

  62. [62]

    Tangos: the agile numerical galaxy organization system

    A. Pontzen and M. Tremmel, TANGOS: The Agile Numerical Galaxy Organization System, Astrophys. J. Suppl. Ser.237, 23 (2018), arXiv:1803.00010 [astro-ph.IM]

  63. [63]

    McGibbon, J

    R. McGibbon, J. C. Helly, J. Schaye, M. Schaller, and B. Van- denbroucke, Soap: A python package for calculating the prop- erties of galaxies and halos formed in cosmological simulations, Journal of Open Source Software10, 8252 (2025)

  64. [64]

    The Inner Structure of LambdaCDM Halos I: A Numerical Convergence Study

    C. Power, J. F. Navarro, A. Jenkins, C. S. Frenk, S. D. M. White, V . Springel, J. Stadel, and T. Quinn, The inner structure ofΛCDM haloes - I. A numerical convergence study, Mon. Not. R. Astron. Soc.338, 14 (2003), arXiv:astro-ph/0201544 [astro- ph]

  65. [65]

    The pseudo-evolution of halo mass

    B. Diemer, S. More, and A. V . Kravtsov, The Pseudo-evolution of Halo Mass, Astrophys. J.766, 25 (2013), arXiv:1207.0816 [astro-ph.CO]

  66. [66]

    Splashback in accreting dark matter halos

    S. Adhikari, N. Dalal, and R. T. Chamberlain, Splashback in accreting dark matter halos, J. Cosmol. Astropart. Phys.2014, 019 (2014), arXiv:1409.4482 [astro-ph.CO]

  67. [67]

    S. More, B. Diemer, and A. V . Kravtsov, The Splashback Ra- dius as a Physical Halo Boundary and the Growth of Halo Mass, Astrophys. J.810, 36 (2015), arXiv:1504.05591 [astro-ph.CO]

  68. [68]

    Towler, S

    I. Towler, S. T. Kay, J. Schaye, R. Kugel, M. Schaller, J. Braspenning, W. Elbers, C. S. Frenk, J. Kwan, J. Salcido, M. P. van Daalen, B. Vandenbroucke, and E. Altamura, Infer- ring the dark matter splashback radius from cluster gas and ob- servable profiles in the FLAMINGO simulations, Mon. Not. R. Astron. Soc.529, 2017 (2024), arXiv:2312.05126 [astro- ph.CO]

  69. [69]

    Sharma and T

    M. Sharma and T. Theuns, The Iκ∈αmodel of feedback- regulated galaxy formation, Mon. Not. R. Astron. Soc.492, 2418 (2020), arXiv:1906.10135 [astro-ph.GA]

  70. [70]

    Cosmological SPH simulations: The entropy equation

    V . Springel and L. Hernquist, Cosmological smoothed parti- cle hydrodynamics simulations: the entropy equation, Mon. 16 Not. R. Astron. Soc.333, 649 (2002), arXiv:astro-ph/0111016 [astro-ph]

  71. [71]

    Borrow, M

    J. Borrow, M. Schaller, R. G. Bower, and J. Schaye, SPHENIX: smoothed particle hydrodynamics for the next generation of galaxy formation simulations, Mon. Not. R. Astron. Soc.511, 2367 (2022), arXiv:2012.03974 [astro-ph.GA]

  72. [72]

    Sound wave generation by a spherically symmetric outburst and AGN Feedback in Galaxy Clusters

    X. Tang and E. Churazov, Sound wave generation by a spheri- cally symmetric outburst and AGN feedback in galaxy clusters, Mon. Not. R. Astron. Soc.468, 3516 (2017), arXiv:1701.05231 [astro-ph.GA]

  73. [73]

    Hot Gas in Galaxy Groups: Recent Observations

    M. Sun, Hot gas in galaxy groups: recent observations, New Journal of Physics14, 045004 (2012), arXiv:1203.4228 [astro- ph.CO]

  74. [74]

    The gas distribution in the outer regions of galaxy clusters

    D. Eckert, F. Vazza, S. Ettori, S. Molendi, D. Nagai, E. T. Lau, M. Roncarelli, M. Rossetti, S. L. Snowden, and F. Gastaldello, The gas distribution in the outer regions of galaxy clusters, Astron. Astrophys.541, A57 (2012), arXiv:1111.0020 [astro- ph.CO]

  75. [75]

    G. W. Pratt, M. Arnaud, B. J. Maughan, and J.-B. Melin, Link- ing a universal gas density profile to the core-excised X-ray lu- minosity in galaxy clusters up to z∼1.1, Astron. Astrophys. 665, A24 (2022), arXiv:2206.06656 [astro-ph.CO]

  76. [76]

    S. H. Lim, D. Barnes, M. V ogelsberger, H. J. Mo, D. Nelson, A. Pillepich, K. Dolag, and F. Marinacci, Properties of the ion- ized CGM and IGM: tests for galaxy formation models from the Sunyaev-Zel’dovich effect, Mon. Not. R. Astron. Soc.504, 5131 (2021), arXiv:2007.11583 [astro-ph.GA]

  77. [77]

    Sorini, R

    D. Sorini, R. Dav ´e, W. Cui, and S. Appleby, How baryons af- fect haloes and large-scale structure: a unified picture from the SIMBA simulation, Mon. Not. R. Astron. Soc.516, 883 (2022), arXiv:2111.13708 [astro-ph.GA]

  78. [78]

    Ayromlou, D

    M. Ayromlou, D. Nelson, and A. Pillepich, Feedback reshapes the baryon distribution within haloes, in halo outskirts, and beyond: the closure radius from dwarfs to massive clusters, Mon. Not. R. Astron. Soc.524, 5391 (2023), arXiv:2211.07659 [astro-ph.GA]

  79. [79]

    Bigwood, M

    L. Bigwood, M. A. Bourne, V . Irˇsiˇc, A. Amon, and D. Sijacki, The case for large-scale AGN feedback in galaxy formation simulations: insights from XFABLE, Mon. Not. R. Astron. Soc. 542, 3206 (2025), arXiv:2501.16983 [astro-ph.CO]

  80. [80]

    Simulations of cosmic ray feedback by AGN in galaxy clusters

    D. Sijacki, C. Pfrommer, V . Springel, and T. A. Enßlin, Sim- ulations of cosmic-ray feedback by active galactic nuclei in galaxy clusters, Mon. Not. R. Astron. Soc.387, 1403 (2008), arXiv:0801.3285 [astro-ph]

Showing first 80 references.