Pith. sign in

REVIEW 4 major objections 4 minor 91 references

Time-Dependent Leptohadronic Modeling of Markarian 421

T0 review · 4 major / 4 minor · reviewed 2026-08-06 · deepseek-v4-flash

Pith's one-line read A one-zone time-dependent leptohadronic model can reproduce Mrk 421's 2013 hard X-ray excess at sub-Eddington jet power, but not the 2016 excess without super-Eddington power, and it fails to reproduce the 2017 X-ray/very-high-energy flare.

desk verdict A solid, honestly-hedged epoch-by-epoch leptohadronic study of Mrk 421; the 2013 pp scenario needs a VHE comparison before the 'both' claim can stand. read the letter →

arxiv 2507.01265 v1 pith:4NEUVEJD submitted 2025-07-02 astro-ph.HE astro-ph.GA

classification astro-ph.HEastro-ph.GA
keywords blazarMarkarian421hardX-rayexcessleptohadronicmodelingphotohadronicinteractionshadronucleartime-dependentspectralvery-high-energygammarays
verification ladder T0 review T1 audit T2 compute T3 formal

The pith

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

The reading

This paper asks whether protons, not just electrons, can explain three puzzling episodes in the blazar Markarian 421: the hard X-ray excesses seen in 2013 and 2016 and the correlated X-ray and very-high-energy flare of 2017. Using a time-dependent one-zone model that follows electrons, protons, secondary pairs, and photons together, it finds that the 2013 excess can be produced by secondary emission from either photohadronic or hadronuclear interactions without exceeding the Eddington jet power. For 2016, only the photohadronic channel can fit, and only by allowing a super-Eddington jet power; the hadronuclear channel overshoots the GeV data. For 2017, hadronic interactions fail entirely because the secondary $\pi^0$-decay and cascade emission overshoot the GeV band. The takeaway is that hadronic interpretations of Mrk 421 are viable in some epochs and not others, which sharpens what future multiwavelength observations must look for.

What carries the argument

The load-bearing machinery is a time-dependent one-zone leptohadronic code in which three coupled continuity equations -- for primary electrons and protons, for secondary electron-positron pairs, and for soft and high-energy photons -- are solved simultaneously with a fully implicit difference scheme. Cooling of electrons includes synchrotron and Klein-Nishina-corrected inverse Compton; cooling of protons includes synchrotron, photopion ($p\gamma$), Bethe-Heitler (BH), and proton-proton ($pp$) interactions; secondary pairs enter from all these hadronic channels plus internal $\gamma\gamma$ annihilation. The central identities that carry the fits are the synchrotron peak frequencies of secondary pairs: Bethe-Heitler pairs with $\gamma_e\sim3\times10^6$ land near the hard X-ray band for the 2013 parameters, and $\pi^\pm$ decay pairs with $\gamma_e\sim10^6$ do the same in the hadronuclear case. Solving the equations together matters because the hadronic radiation feeds back into the target photon field and therefore changes the cooling of both primary and secondary particles.

What would settle it

A multi-epoch campaign that measures the hard X-ray excess during a 2013-like low state and looks for a roughly 1.6-hour delay relative to the ~28 eV synchrotron flux would settle the origin: a sustained lag at that scale supports the Bethe-Heitler photohadronic interpretation, while a clean absence of delay would falsify it; a 2016-like excess detected with independent evidence that the jet power stays sub-Eddington would falsify the claim that only super-Eddington photohadronic power can explain that epoch.

Watch

Extended reading notes

Core claim

The paper claims that the hard X-ray excess of Mrk 421 is not a single phenomenon. In the low state of 2013, synchrotron emission from secondary electron-positron pairs produced by Bethe-Heitler pair production (photohadronic) or by charged-pion decay in proton-proton collisions (hadronuclear) can each reproduce the excess with a total jet power near the Eddington luminosity; the photohadronic component lives only in the hard X-ray band, while the hadronuclear channel also predicts a hard TeV component from $\pi^0$ decay. In 2016, the excess is brighter relative to the synchrotron bump, and only the Bethe-Heitler secondary emission can fit, at the price of a super-Eddington jet power, whereas proton-proton secondary emission overshoots the GeV data. For the 2017 correlated X-ray and VHE flare, neither hadronic channel works inside the parameter space allowed by the pre-flare one-zone SSC state, because the secondary pairs and $\pi^0$-decay photons inevitably overshoot the GeV band. The paper therefore concludes that at least one emitting zone beyond the standard proton-bearing blob is needed for Mrk 421's 2017 behavior.

Load-bearing premise

The whole fit assumes that all of Mrk 421's nonthermal emission comes from one homogeneous spherical zone, and if separate emitting regions contribute -- which the paper itself concludes for 2017 -- the hadronic components and jet-power conclusions for 2013 are not uniquely required.

Editorial extensions

If this is right

  • For the 2013 low state, a sub-Eddington proton jet is enough; the hard X-ray band becomes a direct probe of Bethe-Heitler or proton-proton secondary emission rather than of primary electrons.
  • The two channels are distinguishable: Bethe-Heitler hard X-rays should lag the $\sim$28 eV synchrotron photons by a cooling timescale of about 1.6 hours in the observer frame, while proton-proton secondary emission should show no such lag.
  • For 2016, a hadronic explanation would force the jet power above Eddington, so a two-zone leptonic solution with a narrow electron distribution is preferred for that epoch.
  • For 2017, the GeV upper limits rule out one-zone hadronic origins for the correlated X-ray/VHE flare, reinforcing the case for multiple emitting zones or a separate narrow electron population.
  • Future simultaneous hard X-ray and VHE flare observations can test whether hard X-ray variability is correlated with other bands, which the photohadronic model says it should not be.

Reading between the lines

Editorial extensions of the paper, not claims the author makes directly.

  • Editorial inference: the single-zone assumption is what makes the 2013 sub-Eddington conclusion possible; if the hard X-ray excess in 2013 actually arises in a separate region, the fitted hadronic components need not be unique, and the sub-Eddington conclusion would be an artifact.
  • Editorial inference: the branching-ratio argument against hadronic 2017 flares generalizes: because $\pi^\pm$ and $\pi^0$ yields are locked together in proton-proton interactions, any pp scenario that makes hard X-rays will also make VHE $\gamma$-rays, so X-ray-dominant flares with weak VHE variability are generically hard for one-zone hadronic models.
  • Editorial inference: the same time-dependent machinery could be applied to other nearby high-synchrotron-peaked blazars with hard X-ray excesses, such as PKS 2155-304, to see whether the epoch-dependent pattern found here is universal.
  • Editorial inference: the predicted roughly 1.6-hour lag is a concrete target for a monitoring campaign; measuring or bounding it would discriminate between photohadronic and hadronuclear origins without any change to the model.
Share X Bluesky LinkedIn Reddit HN

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, and a circularity audit.

Referee Report

4 major / 4 minor

Summary. This paper presents a time-dependent, one-zone leptohadronic model for Mrk 421. The model solves coupled continuity equations for primary electrons and protons, secondary electron-positron pairs, and photons, including synchrotron, SSC/IC with Klein-Nishina corrections, p-gamma, Bethe-Heitler, pp interactions, and gamma-gamma absorption. The authors apply it to the 2013 hard X-ray excess (MJD 56302), the 2016 hard X-ray excess (MJD 57422-57429), and the 2017 correlated X-ray/VHE flare (MJD 57788). Their principal result is epoch-dependent viability: in 2013 both photohadronic (BH-dominated) and hadronuclear (pp-dominated) secondary emissions can reproduce the excess with sub-Eddington proton power; in 2016 only the photohadronic interpretation works and requires super-Eddington proton power; in 2017 hadronic interactions cannot explain the correlated flare. They also present a two-zone leptonic alternative for the 2016 state and discuss acceleration scenarios.

Significance. The paper is a useful addition to the hadronic-modeling literature because it treats the cascade time-dependence self-consistently and gives concrete, falsifiable predictions: a delayed hard X-ray component relative to ~28 eV photons for the BH scenario, and a hard TeV pi0-decay component for the pp scenario. The numerical scheme is described in enough detail to be reproducible, and the authors use public tools (NAIMA, easyFermi, iminuit). If the claims survive the missing quantitative checks identified below, the paper would establish that hadronic contributions are a viable, epoch-dependent explanation for Mrk 421's hard X-ray excesses, with important implications for jet power constraints.

major comments (4)
  1. [Sec. 3.1, Fig. 2 (lower right), Abstract] The statement that both photohadronic and pp interactions can explain the 2013 hard X-ray excess without super-Eddington power rests on the pp fit, whose unavoidable pi0-decay VHE component is admitted to be 'not yet observed.' The manuscript never computes the EBL-attenuated pi0-decay flux at z = 0.031 and compares it quantitatively with the contemporaneous VHE points or upper limits already shown in Fig. 2. This comparison is essential: if the predicted EBL-corrected pi0 flux lies above the observed VHE data in any energy bin, the pp scenario is ruled out and the 'both' conclusion in the Abstract reduces to photohadronic only. Please either add this comparison or weaken the pp claim accordingly.
  2. [Sec. 3.1, Table 1] The sub-Eddington result for 2013 is partly built into the model by construction: for the p-gamma/BH fit the authors set Gamma^2 L_p,inj ≈ L_Edd, and for the pp fit they set Gamma^2 L_p,inj ≈ P_p,cold ≈ 0.5 L_Edd before fitting. Consequently the phrase 'without introducing a super-Eddington jet power' describes an input assumption, not a fit outcome. The text should be rephrased to make this explicit, and ideally the authors should report how the fits would change if L_p,inj were a free parameter, so the reader can see how much headroom exists.
  3. [Sec. 2 first paragraph; Sec. 3.2; Sec. 5] The model assumes that all emission comes from one homogeneous spherical zone, yet the paper itself concludes that the 2017 flare requires multiple emitting zones (Sec. 5) and explores a two-zone leptonic model for 2016 (Sec. 3.2). If the hard X-ray excess in 2013 originates in a separate leptonic region rather than in the same zone as the primary synchrotron/SSC component, the fitted hadronic components are not uniquely required and the Eddington-based conclusions are weakened. The authors should explicitly state this degeneracy and discuss whether the available variability information (e.g., the delay test proposed in Sec. 3.1) can distinguish co-spatial hadronic emission from a separate leptonic zone.
  4. [Table 1; Figs. 2–4] No goodness-of-fit measures or parameter uncertainties are reported for any of the SED fits. With roughly a dozen free parameters (delta_D, B, R, L_e,inj, spectral indices, break energies, L_p,inj, n_H, gamma_p,max), the visual agreement in Figs. 2–4 does not by itself establish that one scenario is preferred over another. Please report residuals or a chi-square/TS value per scenario, and demonstrate, at least for the 2013 case, that the conclusion is stable under the expected parameter degeneracies.
minor comments (4)
  1. [Fig. 2 and Fig. 3] Several axis labels and legends contain typographical errors: 'ν (H)' should be 'ν (Hz)', and 'To al', 'ca cade', 'lepto ic', and 'erg −1 cm−2' should be corrected to 'Total', 'cascade', 'leptonic', and 'erg s−1 cm−2'.
  2. [References [66] and [69]] The bibliographic entries for Dermer & Menon (2009) and Press et al. (1989) contain '???' as the publisher information; these should be completed.
  3. [Sec. 3.1] The statement that the target photon ratio n_BH_t(28 eV)/n_pγ_t(81 keV) is 'much larger than 143' should be supported by a quantitative estimate from the fitted low-energy SED, since this ratio is a key input to the conclusion that BH dominates over pγ.
  4. [Sec. 4] The reference to 'the upper panel of FIG. 2' should specify the upper right SED panel, rather than the timescale panel, to avoid confusion.

Circularity Check

0 steps flagged · score 0.0 of 10

No significant circularity: the SED fits are tested against independent multiwavelength data and yield testable predictions.

full rationale

The central derivations are not circular. The model solves coupled continuity equations with standard microphysical rates (synchrotron, IC, pgamma, Bethe-Heitler, pp, gamma-gamma), and the parameters are fitted to external simultaneous SEDs from NuSTAR, Fermi-LAT, and MAGIC/VERITAS. The sub-Eddington character of the 2013 solutions is an explicitly declared modeling constraint ('we boldly assume that the jet power is equal to the Eddington luminosity'; 'we set nH = 0 cm-3 and Gamma^2 Lp,inj ~ LEdd'), and the scientific content is the nontrivial existence of hadronic fits at that assumed power, not a derived measurement of the power. The 2016 super-Eddington conclusion follows from fitting Lp,inj to reproduce the observed hard-X-ray flux, which is a physical inference from the fit rather than a renamed input. The pp scenario's hard-TeV pi0-decay prediction and the Bethe-Heitler hard-X-ray delay prediction are independent of the fitted normalizations (fixed by isospin branching and cooling timescales), giving the model falsifiable content. The self-citations [23,24,84] supply parameter priors and an analytical method, but they do not by themselves force the fitted SEDs, which are anchored to external data. A genuine caveat is that the predicted pi0-decay TeV component is not quantitatively compared with contemporaneous VHE data points, but that is an unaddressed falsification risk and a physical-consistency issue, not circularity.

Assumptions & free parameters 13 free parameters · 5 assumptions · 0 invented entities

The central claims rest on a one-zone homogeneous jet geometry, assumed injection spectra, Eddington-normalized proton power for the 2013 fits, standard analytic cross sections, and neglect of external photon fields and EBL absorption. The main free parameters are the Table 1 model parameters, adjusted by hand to match SEDs; the 2016 super-Eddington conclusion follows from normalizing L_p to the excess flux, while the 2013 fits impose a sub-Eddington cap before fitting.

free parameters (13)
  • Doppler factor delta_D = 13 (2013 pgamma/BH), 40 (2013 pp), 14 (2017)
    Chosen to match SED peaks and variability timescale; strongly affects luminosities and times.
  • Magnetic field B = 0.18 G (2013 pgamma/BH), 0.9 G (2013 pp), 0.4 G (2017)
    Set to place secondary-pair synchrotron emission in the hard X-ray band.
  • Blob radius R = 5e16 cm (2013 pgamma/BH), 1.4e15 cm (2013 pp), 2.3e15 cm (2017)
    Controls escape, cooling, and variability timescales; varied per epoch.
  • Electron injection luminosity L_e,inj = 5e41 erg/s (2013 pgamma/BH), 1.2e40 erg/s (2013 pp), 3e41 erg/s (2016)
    Normalized to reproduce the low-energy synchrotron bump.
  • Electron spectral index alpha_e1 = 1.7 (2013 pgamma/BH), 1.8 (2013 pp)
    Sets low-energy synchrotron slope.
  • Electron spectral index alpha_e2 = 4.5 (2013 pgamma/BH), 6.5 (2013 pp), 6.0 and 4.5 (2016 fits)
    Sets high-energy tail of the low-energy bump.
  • Electron break Lorentz factor gamma_e,b = 7e4 (2013 pgamma/BH), 3e4 (2013 pp), 1e5 and 2e4 (2016)
    Places the synchrotron peak frequency.
  • Proton spectral index alpha_p = 2.0 (2013 pgamma/BH), 1.5 (2013 pp), 1.3 (2016 pp)
    Hard spectrum required for pp scenario to yield hard X-ray excess.
  • Maximum proton Lorentz factor gamma_p,max = 2.5e7 (2013 pgamma/BH), 7.1e4 (2013 pp), 5e6 (2016), 2.5e6 (2017)
    Caps proton energy; low values suppress pgamma and BH channels in pp scenarios.
  • Proton injection luminosity L_p,inj = 1.1e45 erg/s (2013 pgamma/BH), 5.1e43 erg/s (2013 pp), 150 LEdd/delta^2 (2016), 4.5e47 erg/s (2017)
    Normalizes secondary emission; 2013 values chosen to satisfy Eddington cap, 2016 value fitted to excess flux.
  • Cold proton density n_H = 0 (2013 pgamma/BH), 2e5 cm^-3 (2013 pp)
    Tuned to switch dominance between photohadronic and hadronuclear interactions.
  • Electron Lorentz factor bounds gamma_e,min and gamma_e,max = 3e2 and 5e6 (all scenarios)
    Fixed boundaries of injected electron distribution; do not affect fitted bands significantly.
  • Minimum proton Lorentz factor gamma_p,min = 1 (all scenarios)
    Conventional lower bound for injected protons.
assumptions (5)
  • domain assumption All jet emission comes from a single homogeneous spherical blob.
    Sec. 2 first paragraph; multi-zone alternative is considered only for the 2016 two-zone leptonic fit and is invoked in Sec. 5 for 2017.
  • ad hoc to paper Eddington-normalized proton power: Gamma^2 L_p,inj = L_Edd for the 2013 photohadronic fit and Gamma^2 L_p,inj approximately P_p,cold approximately 0.5 L_Edd for the 2013 pp fit.
    Sec. 3.1; this constraint guarantees the 'no super-Eddington power' result and is not derived from observations.
  • domain assumption Continuous constant-rate simultaneous injection of electrons and protons, with no acceleration model.
    Eqs. (1)-(2) and Sec. 5; injection spectrum stands in for unknown acceleration.
  • standard math Standard analytic cross sections and secondary spectra for pgamma, Bethe-Heitler, and pp interactions.
    Eqs. (7)-(9) rely on Kelner et al. (2006, 2008) and Chodorowski et al. (1992).
  • domain assumption Photon absorption includes only internal synchrotron self-absorption and gamma-gamma pair production; no EBL absorption for VHE photons.
    Eqs. (10)-(12) define absorption; EBL is never mentioned, although it affects the TeV flux predicted in the pp scenario.

how reviews work

0 comments
Cite this review

Pith. "Pith review of Time-Dependent Leptohadronic Modeling of Markarian 421." pith.science (2026). https://pith.science/paper/4NEUVEJD

@misc{pith2026250701265,
  author       = {Pith},
  title        = {Pith review of: Time-Dependent Leptohadronic Modeling of Markarian 421},
  year         = {2026},
  howpublished = {\url{https://pith.science/paper/4NEUVEJD}},
  note         = {Machine review of arXiv:2507.01265}
}
read the original abstract

Due to its proximity, Markarian 421 is one of the most extensively studied jetted active galactic nuclei. Its spectral energy distribution and light curve are widely studied, serving as primary means for understanding jet radiation mechanisms. Numerous intriguing observational results have been discovered, some of which, such as the hard X-ray excess, and the associated variability between X-ray and very-high-energy (VHE) emissions, challenge the commonly adopted one-zone leptonic model. In this work, by establishing a time-dependent leptohadronic model, we explore whether the hard X-ray excess and the associated variability between X-ray and VHE emissions could be interpreted by emission from hadronic interactions. Our modeling finds that for the hard X-ray excess found in 2013, both of the secondary emissions from photohadronic and hadronuclear interactions could be a possible explanation for the hard X-ray excess without introducing a super-Eddington jet power. The emission from the photohadronic interactions contributes only to the hard X-ray band, while the hadronuclear interactions also predict VHE emissions associated with the hard X-rays. While for the hard X-ray excess found in 2016, only the secondary emissions from photohadronic interactions provide an interpretation at the cost of introducing a super-Eddington jet power. For the associated variability between X-ray and VHE emissions in 2017, we find that hadronic interactions fail to provide a possible interpretation.

Discussion (0). Sign in to comment.

Reference graph

Works this paper leans on

91 extracted references · 29 canonical work pages

  1. [1]

    Publications of the Astronomical Society of the Pacific 107, 803 (1995) https://doi.org/10.1086/133630 arXiv:astro-ph/9506063 [astro-ph]

    Urry, C.M., Padovani, P.: Unified Schemes for Radio-Loud Active Ga lactic Nuclei. Publications of the Astronomical Society of the Pacific 107, 803 (1995) https://doi.org/10.1086/133630 arXiv:astro-ph/9506063 [astro-ph]

  2. [2]

    Ulrich, M.-H., Maraschi, L., Urry, C.M.: Variability of Active Galac- tic Nuclei. Annu. Rev. Astron. Astrophys 35, 445–502 (1997) https://doi.org/10.1146/annurev.astro.35.1.445

  3. [3]

    New Astro nomy Review 87, 101541 (2019)https://doi.org/10.1016/j.newar.2020.101541 arXiv:2003.06322 [astro-ph.HE]

    Hovatta, T., Lindfors, E.: Relativistic Jets of Blazars. New Astro nomy Review 87, 101541 (2019)https://doi.org/10.1016/j.newar.2020.101541 arXiv:2003.06322 [astro-ph.HE]

  4. [4]

    New Astronomy Review 98, 101693 (2024) https://doi.org/10.1016/j.newar.2023.101693

    Cao, G., Geng, X., Wang, J., Yang, X.: Progress in multi-messenger observa- tions and emission models of blazars. New Astronomy Review 98, 101693 (2024) https://doi.org/10.1016/j.newar.2023.101693

  5. [5]

    Astr onomy and Astrophysics 325, 109–123 (1997)

    Scarpa, R., Falomo, R.: Are high polarization quasars and BL Lacer tae objects really different? A study of the optical spectral properties. Astr onomy and Astrophysics 325, 109–123 (1997)

  6. [6]

    The Astrophysical Journal 298, 114–127 (1985) https://doi.org/10.1086/163592

    Marscher, A.P., Gear, W.K.: Models for high-frequency radio outb ursts in extragalactic sources, with application to the early 1983 millimeter- to- infrared flare of 3C 273. The Astrophysical Journal 298, 114–127 (1985) https://doi.org/10.1086/163592

  7. [7]

    The Astrophysical Journal Letter 397, 5 (1992) https://doi.org/10.1086/186531

    Maraschi, L., Ghisellini, G., Celotti, A.: A Jet Model for the Gamma-Ra y– emitting Blazar 3C 279. The Astrophysical Journal Letter 397, 5 (1992) https://doi.org/10.1086/186531

  8. [8]

    Astronomy and Astrophysics 256, 27–30 (1992)

    Dermer, C.D., Schlickeiser, R., Mastichiadis, A.: High-energy gamma radiation from extragalactic radio sources. Astronomy and Astrophysics 256, 27–30 (1992)

Show all 91 references
  1. [9]

    The Astrophysical Journal 416, 458 (1993) https://doi.org/10.1086/173251

    Dermer, C.D., Schlickeiser, R.: Model for the High-Energy Emission from Blazars. The Astrophysical Journal 416, 458 (1993) https://doi.org/10.1086/173251

  2. [10]

    Sikora, M., Begelman, M.C., Rees, M.J.: Comptonization of Diffuse Am bient Radiation by a Relativistic Jet: The Source of Gamma Rays from Blazar s? The Astrophysical Journal 421, 153 (1994) https://doi.org/10.1086/173633 16

  3. [11]

    The Astrophysical Journal 545(1), 107–116 (2000) https://doi.org/10.1086/317791 arXiv:astro-ph/0008154 [astro-ph]

    B/suppress la˙ zejowski, M., Sikora, M., Moderski, R., Madejski, G.M.: Comptonization of Infrared Radiation from Hot Dust by Relativistic Jets in Quasars. The Astrophysical Journal 545(1), 107–116 (2000) https://doi.org/10.1086/317791 arXiv:astro-ph/0008154 [astro-ph]

  4. [12]

    IceCube Collaboration, Aartsen, M.G., Ackermann, M., Adams, J ., Aguilar, J.A., Ahlers, M., Ahrens, M., Al Samarai, I., Altmann, D., Andeen, K., Ander son, T., Ansseau, I., Anton, G., Arg¨ uelles, C., Auffenberg, J., Axani, S., Bagherpour, H., Bai, X., Barron, J.P., Barwick, S....

  5. [13]

    Science 361(6398), 147–151 (2018) https://doi.org/10.1126/science.aat2890 arXiv:1807.08794 [astro-ph.HE]

    IceCube Collaboration, Aartsen, M.G., Ackermann, M., Adams, J ., Aguilar, J.A., Ahlers, M., Ahrens, M., Samarai, I.A., Altmann, D., Andeen, K., Anders on, T., Ansseau, I., Anton, G., Arg¨ uelles, C., Arsioli, B., Auffenberg, J., A xani, S., Bagherpour, H., Bai, X., Barron, J.P....

  6. [14]

    IceCube Collaboration, Abbasi, R., Ackermann, M., Adams, J., Ag uilar, J.A., Ahlers, M., Ahrens, M., Alameddine, J.M., Alispach, C., Alves, J. A. A., Am in, N.M., Andeen, K., Anderson, T., Anton, G., Arg¨ uelles, C., Ashida, Y., A xani, S., Bai, X., Balagopal, A.V., Barbano, V...

  7. [15]

    Physi- cal Review D 96(8), 082001 (2017) https://doi.org/10.1103/PhysRevD.96.082001 arXiv:1706.01857 [astro-ph.HE]

    Albert, A., Andr´ e, M., Anghinolfi, M., Anton, G., Ardid, M., Aubert, J.-J., Avgi- tas, T., Baret, B., Barrios-Mart´ ı, J., Basa, S., Belhorma, B., Bertin , V., Biagi, S., Bormuth, R., Bourret, S., Bouwhuis, M.C., Brˆ anza¸ s, H., Bruijn, R., Brun- ner, J., Busto, J., Capone, ...

  8. [16]

    Physica l Review Letter 124(5), 051103 (2020) https://doi.org/10.1103/PhysRevLett.124.051103 arXiv:1910.08488 [astro-ph.HE]

    Aartsen, M.G., Ackermann, M., Adams, J., Aguilar, J.A., Ahlers, M., Ahrens, M., Alispach, C., Andeen, K., Anderson, T., Ansseau, I., Anton, G., Ar g¨ uelles, C., Auffenberg, J., Axani, S., Backes, P., Bagherpour, H., Bai, X., Bala gopal, A., Barbano, A., Barwick, S.W., Bastian,...

  9. [17]

    The Astrophysical Journal 892(2), 92 (2020) https://doi.org/10.3847/1538-4357/ab7afb arXiv:2001.04412 [astro-ph.HE]

    Albert, A., Andr´ e, M., Anghinolfi, M., Anton, G., Ardid, M., Aubert , J.-J., Aublin, J., Baret, B., Basa, S., Belhorma, B., Bertin, V., Biagi, S., Bissing er, M., Boumaaza, J., Bourret, S., Bouta, M., Bouwhuis, M.C., Brˆ anza¸ s, H., Bruijn, R., Brunner, J., Busto, J., Capone...

  10. [18]

    New Astronomy 5(7), 377–395 (2000) https://doi.org/10.1016/S1384-1076(00)00039-7 arXiv:astro- ph/0003159 [astro-ph]

    Aharonian, F.A.: TeV gamma rays from BL Lac objects due to syn chrotron radiation of extremely high energy protons. New Astronomy 5(7), 377–395 (2000) https://doi.org/10.1016/S1384-1076(00)00039-7 arXiv:astro- ph/0003159 [astro-ph]

  11. [19]

    Astroparticle Physics 18(6), 593–613 (2003) https://doi.org/10.1016/S0927-6505(02)00185-8 arXiv:astro- ph/0206164 [astro-ph]

    M¨ ucke, A., Protheroe, R.J., Engel, R., Rachen, J.P., Stanev, T.: BL Lac objects in the synchrotron proton blazar model. Astroparticle Physics 18(6), 593–613 (2003) https://doi.org/10.1016/S0927-6505(02)00185-8 arXiv:astro- ph/0206164 [astro-ph]

  12. [20]

    Physical Review D 107(10), 103019 (2023) https://doi.org/10.1103/PhysRevD.107.103019 arXiv:2304.13893 [astro-ph.HE]

    Xue, R., Huang, S.-T., Xiao, H.-B., Wang, Z.-R.: Revisiting the pro- ton synchrotron radiation in blazar jets: Possible contributions fr om x-ray to γ -ray bands. Physical Review D 107(10), 103019 (2023) https://doi.org/10.1103/PhysRevD.107.103019 arXiv:2304.13893 [astro-ph.HE]

  13. [21]

    Mastichiadis, A., Petropoulou, M., Dimitrakoudis, S.: Mrk 421 as a c ase study for TeV and X-ray variability in leptohadronic models. Mon. Not . R. Astron. Soc. 434(3), 2684–2695 (2013) https://doi.org/10.1093/mnras/stt1210 27 arXiv:1304.2957 [astro-ph.HE]

  14. [22]

    Petropoulou, M., Vasilopoulos, G., Giannios, D.: The TeV emission of Ap Librae: a hadronic interpretation and prospects for CTA. Mon. No t. R. Astron. Soc. 464(2), 2213–2222 (2017) https://doi.org/10.1093/mnras/stw2453 arXiv:1608.07300 [astro-ph.HE]

  15. [23]

    Li, W.-J., Xue, R., Long, G.-B., Wang, Z.-R., Nagataki, S., Yan, D.-H., Wang, J.-C.: Can the one-zone hadronuclear model explain the hard -TeV spectrum of BL Lac objects? Astronomy and Astrophysics 659, 184 (2022) https://doi.org/10.1051/0004-6361/202142051 arXiv:2201.1270 8 [...

  16. [24]

    Physical Review D 106(10), 103021 (2022) https://doi.org/10.1103/PhysRevD.106.103021 arXiv:2210.09797 [astro-ph.HE]

    Xue, R., Wang, Z.-R., Li, W.-J.: Hadronuclear interactions in the je t of low TeV luminosity AGN: Implications for the low-state very-high- energy gamma-ray emission. Physical Review D 106(10), 103021 (2022) https://doi.org/10.1103/PhysRevD.106.103021 arXiv:2210.09797 [astro-ph.HE]

  17. [25]

    Astronomy and Astrophysics 685, 110 (2024) https://doi.org/10.1051/0004-6361/202347809 arXiv:2308.1418 4 [astro-ph.HE]

    Petropoulou, M., Mastichiadis, A., Vasilopoulos, G., Paneque, D., B ecerra Gonz´ alez, J., Zanias, F.: TeV pion bumps in the gamma-ray spec- tra of flaring blazars. Astronomy and Astrophysics 685, 110 (2024) https://doi.org/10.1051/0004-6361/202347809 arXiv:2308.1418 4 [astro-ph.HE]

  18. [26]

    The Astrophysical Journal Supplement 271(1), 10 (2024) https://doi.org/10.3847/1538-4365/ad168c arXiv:2308.10200 [astro-ph.HE]

    Wang, Z.-R., Xue, R., Xiong, D., Wang, H.-Q., Sun, L.-M., Peng, F.- K., Mao, J.: Broadband Multiwavelength Study of LHAASO-detected Active Galactic Nuclei. The Astrophysical Journal Supplement 271(1), 10 (2024) https://doi.org/10.3847/1538-4365/ad168c arXiv:2308.10200 [astro-ph.HE]

  19. [27]

    The Astrophysical Jo urnal 198, 261–266 (1975) https://doi.org/10.1086/153603

    Ulrich, M.-H., Kinman, T.D., Lynds, C.R., Rieke, G.H., Ekers, R.D.: Nont hermal continuum radiation in three elliptical galaxies. The Astrophysical Jo urnal 198, 261–266 (1975) https://doi.org/10.1086/153603

  20. [28]

    Nature 358(6386), 477–478 (1992) https://doi.org/10.1038/358477a0

    Punch, M., Akerlof, C.W., Cawley, M.F., Chantell, M., Fegan, D.J., Fen - nell, S., Gaidos, J.A., Hagan, J., Hillas, A.M., Jiang, Y., Kerrick, A.D., Lamb, R.C., Lawrence, M.A., Lewis, D.A., Meyer, D.I., Mohanty, G., O’Flaherty, K.S., Reynolds, P.T., Rovero, A.C., Schubnell, M.S...

  21. [29]

    The A strophys- ical Journal 716(1), 30–70 (2010) https://doi.org/10.1088/0004-637X/716/1/30 arXiv:0912.2040 [astro-ph.CO]

    Abdo, A.A., Ackermann, M., Agudo, I., Ajello, M., Aller, H.D., Aller, M.F ., Angelakis, E., Arkharov, A.A., Axelsson, M., Bach, U., Baldini, L., Ballet, J., Barbiellini, G., Bastieri, D., Baughman, B.M., Bechtol, K., Bellazzini, R., Ben - itez, E., Berdyugin, A., Berenji, B., ...

  22. [30]

    The Astrophysical Journal 736(2), 131 (2011) https://doi.org/10.1088/0004-637X/736/2/131 arXiv:1106.1348 [astro-ph.HE]

    Abdo, A.A., Ackermann, M., Ajello, M., Baldini, L., Ballet, J., Barbiellini, G., Bastieri, D., Bechtol, K., Bellazzini, R., Berenji, B., Blandford, R.D., Bloom, E.D., Bonamente, E., Borgland, A.W., Bouvier, A., Bregeon, J., Brez, A., Br igida, M., Bruel, P., Buehler, R., Buson...

  23. [31]

    The Astro- physical Journal 827(1), 55 (2016) https://doi.org/10.3847/0004-637X/827/1/55 arXiv:1606.03659 [astro-ph.HE]

    Kataoka, J., Stawarz, /suppress L.: Inverse Compton X-Ray Emission from TeV Blazar Mrk 421 During a Historical Low-flux State Observed with NuSTAR. The Astro- physical Journal 827(1), 55 (2016) https://doi.org/10.3847/0004-637X/827/1/55 arXiv:1606.03659 [astro-ph.HE]

  24. [32]

    Acciari, V.A., Ansoldi, S., Antonelli, L.A., Asano, K., Babi´ c, A., Bane rjee, B., Baquero, A., de Almeida, U.B., Barrio, J.A., Becerra Gonz´ alez, J., Bed narek, W., Bellizzi, L., Bernardini, E., Bernardos, M., Berti, A., Besenrieder, J ., Bhat- tacharyya, W., Bigongiari, C....

  25. [33]

    The Astrophysical Journal 842(2), 129 (2017) https://doi.org/10.3847/1538-4357/aa7744 arXiv:1706.04611 [astro-ph.HE]

    Chen, L.: On the Origin of the Hard X-Ray Excess of High-Synchr otron- Peaked BL Lac Object Mrk 421. The Astrophysical Journal 842(2), 129 (2017) https://doi.org/10.3847/1538-4357/aa7744 arXiv:1706.04611 [astro-ph.HE]

  26. [34]

    The Astrophysical Journal 948(2), 82 (2023) https://doi.org/10.3847/1538-4357/accc2e arXiv:2304.08726 [astro-ph.HE]

    Hu, W., Yan, D.-H., Hu, Q.-L.: Two-injection Scenario for the Hard X-Ray Excess Observed in Mrk 421. The Astrophysical Journal 948(2), 82 (2023) https://doi.org/10.3847/1538-4357/accc2e arXiv:2304.08726 [astro-ph.HE]

  27. [35]

    Astronomy and As trophysics 593, 91 (2016) https://doi.org/10.1051/0004-6361/201628447 arXiv:1605.0901 7 [astro-ph.GA]

    Ahnen, M.L., Ansoldi, S., Antonelli, L.A., Antoranz, P., Babic, A., Ban erjee, B., Bangale, P., Barres de Almeida, U., Barrio, J.A., Becerra Gonz´ alez, J., Bednarek, W., Bernardini, E., Biasuzzi, B., Biland, A., Blanch, O., Bonnefoy, S., Bonnoli, G., Borracci, F., Bretz, T., ...

  28. [36]

    The Astrophysical Journal 819(2), 156 (2016) https://doi.org/10.3847/0004-637X/819/2/156 arXiv:1512.0223 5 [astro-ph.HE]

    Balokovi´ c, M., Paneque, D., Madejski, G., Furniss, A., Chiang, J ., Ajello, M., Alexander, D.M., Barret, D., Blandford, R.D., Boggs, S.E., Christense n, F.E., Craig, W.W., Forster, K., Giommi, P., Grefenstette, B., Hailey, C., Harrison, F.A., Hornstrup, A., Kitaguchi, T., Ko...

  29. [37]

    The Astrophysical Journal 677(2), 906–925 (2008) https://doi.org/10.1086/527311 arXiv:0710.4138 [astro-ph]

    Fossati, G., Buckley, J.H., Bond, I.H., Bradbury, S.M., Carter-Lewis, D.A., Chow, Y.C.K., Cui, W., Falcone, A.D., Finley, J.P., Gaidos, J.A., Grube, J., Holder, J ., Horan, D., Horns, D., Jordan, M.M., Kieda, D.B., Kildea, J., Krawczynsk i, H., Krennrich, F., Lang, M.J., LeBoh...

  30. [38]

    Acciari, V.A., Aliu, E., Arlen, T., Aune, T., Beilicke, M., Benbow, W., Bolt uch, D., Bradbury, S.M., Buckley, J.H., Bugaev, V., Byrum, K., Cannon, A., Cesarini, A., Ciupik, L., Cui, W., Dickherber, R., Duke, C., Falcone, A., Finley, J.P., Finnegan, G., Fortson, L., Furniss, A...

  31. [39]

    Cao, G., Wang, J.: Particle Acceleration and Emission Processes in Mrk

  32. [40]

    Astron omy and Astrophysics 578, 22 (2015) https://doi.org/10.1051/0004-6361/201424811 arXiv:1412.3576 [astro-ph.HE]

    Aleksi´ c, J., Ansoldi, S., Antonelli, L.A., Antoranz, P., Babic, A., Ba ngale, P., Barres de Almeida, U., Barrio, J.A., Becerra Gonz´ alez, J., Bednarek, W., Bernar- dini, E., Biasuzzi, B., Biland, A., Blanch, O., Boller, A., Bonnefoy, S., Bonn oli, G., Borracci, F., Bretz, T...

  33. [41]

    Astronomy and Astr ophysics 576, 126 (2015) https://doi.org/10.1051/0004-6361/201424216 arXiv:1502.02650 [astro-ph.HE]

    Aleksi´ c, J., Ansoldi, S., Antonelli, L.A., Antoranz, P., Babic, A., Ba ngale, P., Barres de Almeida, U., Barrio, J.A., Becerra Gonz´ alez, J., Bednarek, W., Berger, K., Bernardini, E., Biland, A., Blanch, O., Bock, R.K., Bonnefoy, S., Bonn oli, G., Borracci, F., Bretz, T., C...

  34. [42]

    The Astrophysical Journal Letter 449, 99 (1995) https://doi.org/10.1086/309646

    Macomb, D.J., Akerlof, C.W., Aller, H.D., Aller, M.F., Bertsch, D.L., Bru h- weiler, F., Buckley, J.H., Carter-Lewis, D.A., Cawley, M.F., Cheng, K.-P., Dermer, C., Fegan, D.J., Gaidos, J.A., Gear, W.K., Hall, C.R., Hartman, R.C ., Hillas, A.M., Kafatos, M., Kerrick, A.D., Kniff...

  35. [43]

    The Astrophysical Journal 663(1), 125–138 (2007) https://doi.org/10.1086/518221 arXiv:astro-ph/0603478 [astro-ph]

    Albert, J., Aliu, E., Anderhub, H., Antoranz, P., Armada, A., Asen sio, M., Baix- eras, C., Barrio, J.A., Bartko, H., Bastieri, D., Becker, J., Bednarek , W., Berger, K., Bigongiari, C., Biland, A., Bock, R.K., Bordas, P., Bosch-Ramon, V., B retz, T., Britvitch, I., Camara, M....

  36. [44]

    The Astrophysic al Journal 890(2), 97 (2020) https://doi.org/10.3847/1538-4357/ab6612 arXiv:2002.03567 [astro-ph.HE]

    Abeysekara, A.U., Benbow, W., Bird, R., Brill, A., Brose, R., Buchov ecky, M., Buckley, J.H., Christiansen, J.L., Chromey, A.J., Daniel, M.K., Dumm, J., F al- cone, A., Feng, Q., Finley, J.P., Fortson, L., Furniss, A., Galante, N., G ent, A., Gillanders, G.H., Giuri, C., Gueta...

  37. [45]

    Dmytriiev, A., Sol, H., Zech, A.: Connecting steady emission and ve ry high energy flaring states in blazars: the case of Mrk 421. Mon. Not . R. Astron. Soc. 505(2), 2712–2730 (2021) https://doi.org/10.1093/mnras/stab1445 arXiv:2105.12480 [astro-ph.HE]

  38. [46]

    Banerjee, B., Joshi, M., Majumdar, P., Williamson, K.E., Jorstad, S.G., Marscher, A.P.: Time-dependent spectral modelling of Markarian 421 during a vio - lent outburst in 2010. Mon. Not. R. Astron. Soc. 487(1), 845–857 (2019) https://doi.org/10.1093/mnras/stz1292 arXiv:1905.01...

  39. [47]

    Astronomy and Astrophysics655, 89 (2021) https://doi.org/10.1051/0004-6361/202141004 arXiv:2106.0551 6 [astro-ph.HE]

    MAGIC Collaboration, Acciari, V.A., Ansoldi, S., Antonelli, L.A., Arbet Engels, A., Artero, M., Asano, K., Babi´ c, A., Baquero, A., Barres de Almeida, U., Barrio, J.A., Batkovi´ c, I., Becerra Gonz´ alez, J., Bednarek, W., Bellizzi, L.,Bernardini, E., Bernardos, M., Berti, A....

  40. [48]

    The Astro- physical Journal 780(1), 64 (2014) https://doi.org/10.1088/0004-637X/780/1/64 arXiv:1311.0936 [astro-ph.HE]

    Asano, K., Takahara, F., Kusunose, M., Toma, K., Kakuwa, J.: Tim e-dependent Models for Blazar Emission with the Second-order Fermi Acceleration. The Astro- physical Journal 780(1), 64 (2014) https://doi.org/10.1088/0004-637X/780/1/64 arXiv:1311.0936 [astro-ph.HE]

  41. [49]

    The Astrophysical Journal Supplement 248(2), 29 (2020) https://doi.org/10.3847/1538-4365/ab89b5 arXiv:2001.08678 [astro-ph.HE]

    Acciari, V.A., Ansoldi, S., Antonelli, L.A., Arbet Engels, A., Baack, D., Babi´ c, A., Banerjee, B., Barres de Almeida, U., Barrio, J.A., Becerra Gonz´ a lez, J., Bednarek, W., Bellizzi, L.K., Bernardini, E., Berti, A., Besenrieder, J., B hat- tacharyya, W., Bigongiari, C., Bi...

  42. [50]

    Petropoulou, M., Mastichiadis, A.: Bethe-Heitler emission in BL Lac s: filling the gap between X-rays and γ-rays. Mon. Not. R. Astron. Soc. 447(1), 36–48 (2015) https://doi.org/10.1093/mnras/stu2364

  43. [51]

    Cerruti, M., Zech, A., Boisson, C., Emery, G., Inoue, S., Lenain, J .-P.: Leptohadronic single-zone models for the electromagnetic and neu trino emis- sion of TXS 0506+056. Mon. Not. R. Astron. Soc. 483(1), 12–16 (2019) 41 https://doi.org/10.1093/mnrasl/sly210

  44. [52]

    Nature A stronomy 3, 88–92 (2019) https://doi.org/10.1038/s41550-018-0610-1 arXiv:1807.04275 [astro-ph.HE]

    Gao, S., Fedynitch, A., Winter, W., Pohl, M.: Modelling the coincident obser- vation of a high-energy neutrino and a bright blazar flare. Nature A stronomy 3, 88–92 (2019) https://doi.org/10.1038/s41550-018-0610-1 arXiv:1807.04275 [astro-ph.HE]

  45. [53]

    The Astrophysical Journal 794(2), 135 (2014) https://doi.org/10.1088/0004-637X/794/2/135 arXiv:1406.1718 [astro-ph.CO]

    Bennett, C.L., Larson, D., Weiland, J.L., Hinshaw, G.: The 1% Con- cordance Hubble Constant. The Astrophysical Journal 794(2), 135 (2014) https://doi.org/10.1088/0004-637X/794/2/135 arXiv:1406.1718 [astro-ph.CO]

  46. [54]

    From radio to TeV gamma-rays

    Katarzy´ nski, K., Sol, H., Kus, A.: The multifrequency emission ofMrk 501. From radio to TeV gamma-rays. Astronomy and Astrophysics 367, 809–825 (2001) https://doi.org/10.1051/0004-6361:20000538

  47. [55]

    Living Reviews in Computational Astrophysics 6(1), 1 (2020) https://doi.org/10.1007/s41115-020-0007-6 arXiv:2002.09411 [astro-ph.HE]

    Marcowith, A., Ferrand, G., Grech, M., Meliani, Z., Plotnikov, I., Wa lder, R.: Multi-scale simulations of particle acceleration in astrophysical sy s- tems. Living Reviews in Computational Astrophysics 6(1), 1 (2020) https://doi.org/10.1007/s41115-020-0007-6 arXiv:2002.09411 ...

  48. [56]

    New Journal of Physics 12(3), 033044 (2010) https://doi.org/10.1088/1367-2630/12/3/033044 arXiv:0908.2183 [astro-ph.HE]

    Schlickeiser, R., Ruppel, J.: Klein-Nishina steps in the energy spec trum of galactic cosmic-ray electrons. New Journal of Physics 12(3), 033044 (2010) https://doi.org/10.1088/1367-2630/12/3/033044 arXiv:0908.2183 [astro-ph.HE]

  49. [57]

    Physical Review D 78(3), 034013 (2008) https://doi.org/10.1103/PhysRevD.78.034013 arXiv:0803.0688 [astro-ph]

    Kelner, S.R., Aharonian, F.A.: Energy spectra of gamma rays, ele c- trons, and neutrinos produced at interactions of relativistic prot ons with low energy radiation. Physical Review D 78(3), 034013 (2008) https://doi.org/10.1103/PhysRevD.78.034013 arXiv:0803.0688 [astro-ph]

  50. [58]

    The Astrophysical Journal 362, 38 (1990) https://doi.org/10.1086/169241

    Begelman, M.C., Rudak, B., Sikora, M.: Consequences of Relativist ic Proton Injection in Active Galactic Nuclei. The Astrophysical Journal 362, 38 (1990) https://doi.org/10.1086/169241

  51. [59]

    Computer Physics Communications 124(2-3), 290–314 (2000) https://doi.org/10.1016/S0010-4655(99)00446-4 arXiv:astro- ph/9903478 [astro-ph]

    M¨ ucke, A., Engel, R., Rachen, J.P., Protheroe, R.J., Stanev, T.: Monte Carlo simulations of photohadronic processes in astro- physics. Computer Physics Communications 124(2-3), 290–314 (2000) https://doi.org/10.1016/S0010-4655(99)00446-4 arXiv:astro- ph/9903478 [astro-ph]

  52. [60]

    The Astrophys ical Journal 400, 181 (1992) https://doi.org/10.1086/171984

    Chodorowski, M.J., Zdziarski, A.A., Sikora, M.: Reaction Rate and E nergy-Loss Rate for Photopair Production by Relativistic Nuclei. The Astrophys ical Journal 400, 181 (1992) https://doi.org/10.1086/171984

  53. [61]

    Physical Review D 74(3), 034018 (2006) 42 https://doi.org/10.1103/PhysRevD.74.034018 arXiv:astro-ph/06 06058 [astro- ph]

    Kelner, S.R., Aharonian, F.A., Bugayov, V.V.: Energy spectra of g amma rays, electrons, and neutrinos produced at proton-proton inte ractions in the very high energy regime. Physical Review D 74(3), 034018 (2006) 42 https://doi.org/10.1103/PhysRevD.74.034018 arXiv:astro-ph/06 ...

  54. [62]

    Astrofizika 19, 323–334 (1983)

    Aharonian, F.A., Atoian, A.M., Nagapetian, A.M.: Photoproduction of electron- positron pairs in compact X-ray sources. Astrofizika 19, 323–334 (1983)

  55. [63]

    In: 34th International Cosmic Ray Conference (ICRC2015)

    Zabalza, V.: Naima: a Python package for inference of particle d istribution prop- erties from nonthermal spectra. In: 34th International Cosmic Ray Conference (ICRC2015). International Cosmic Ray Conference, vol. 34, p. 9 22 (2015)

  56. [64]

    Rybicki, G.B., Lightman, A.P.: Radiative Processes in Astrophysics , (1979)

  57. [65]

    Physi- cal Review D 82(4), 043002 (2010) https://doi.org/10.1103/PhysRevD.82.043002 arXiv:1006.1045 [astro-ph.HE]

    Aharonian, F.A., Kelner, S.R., Prosekin, A.Y.: Angular, spectral, a nd time dis- tributions of highest energy protons and associated secondary g amma rays and neutrinos propagating through extragalactic magnetic and radiation fields. Physi- cal Review D 82(4), 043002 (2010) htt...

  58. [66]

    Princeton, NJ: Princeton Univ

    Dermer, C.D., Menon, G.: High Energy Radiation from Black Holes: G amma Rays, Cosmic Rays, and Neutrinos. Princeton, NJ: Princeton Univ. Press, ??? (2009)

  59. [67]

    Journal of Computational Physics 6(1), 1–16 (1970) https://doi.org/10.1016/0021-9991(70)90001-X

    Chang, J.S., Cooper, G.: A Practical Difference Scheme for Fokk er- Planck Equations. Journal of Computational Physics 6(1), 1–16 (1970) https://doi.org/10.1016/0021-9991(70)90001-X

  60. [68]

    Chiaberge, M., Ghisellini, G.: Rapid variability in the synchrotron self - Compton model for blazars. Mon. Not. R. Astron. Soc. 306(3), 551–560 (1999) https://doi.org/10.1046/j.1365-8711.1999.02538.x arXiv:astro-p h/9810263 [astro-ph]

  61. [69]

    The Art of Scientific Computing

    Press, W.H., Flannery, B.P., Teukolsky, S.A., Vetterling, W.T.: Numerical Recipes in Pascal. The Art of Scientific Computing. Cambridge: University Pre ss, ??? (1989)

  62. [70]

    PhD thesis, University of Tokyo (Ja nuary 2000)

    Kataoka, J.: X-ray study of rapid variability in TeV blazars and th e implications on particle acceleration in jets. PhD thesis, University of Tokyo (Ja nuary 2000)

  63. [71]

    The Astrophysical Journal 831(2), 142 43 (2016) https://doi.org/10.3847/0004-637X/831/2/142

    Madejski, G.M., Nalewajko, K., Madsen, K.K., Chiang, J., Balokovi´ c, M., Paneque, D., Furniss, A.K., Hayashida, M., Urry, C.M., Sikora, M., Ajello , M., Blandford, R.D., Harrison, F.A., Sanchez, D., Giebels, B., Stern, D., Ale xan- der, D.M., Barret, D., Boggs, S.E., Christen...

  64. [72]

    The A stro- physical Journal 850(2), 209 (2017) https://doi.org/10.3847/1538-4357/aa95bc

    Gaur, H., Chen, L., Misra, R., Sahayanathan, S., Gu, M.F., Kushwaha, P., Dewan- gan, G.C.: The Hard X-Ray Emission of the Blazar PKS 2155-304. The A stro- physical Journal 850(2), 209 (2017) https://doi.org/10.3847/1538-4357/aa95bc

  65. [73]

    Astr onomy and Astrophysics 639, 42 (2020) https://doi.org/10.1051/0004-6361/201936900

    Abdalla, H., Adam, R., Aharonian, F., Ait Benkhali, F., Ang¨ uner, E.O., Arakawa, M., Arcaro, C., Armand, C., Ashkar, H., Backes, M., Barbosa Martins , V., Barnard, M., Becherini, Y., Berge, D., Bernl¨ ohr, K., Blackwell, R., B¨ o ttcher, M., Boisson, C., Bolmont, J., Bonnefoy...

  66. [74]

    Astronomy and Astrophysics 389, 742–751 (2002) https://doi.org/10.1051/0004-6361:20020577 arXiv:astro-ph/0203158 [astro-ph]

    Wu, X.-B., Liu, F.K., Zhang, T.Z.: Supermassive black hole masses of AGNs with elliptical hosts. Astronomy and Astrophysics 389, 742–751 (2002) https://doi.org/10.1051/0004-6361:20020577 arXiv:astro-ph/0203158 [astro-ph]

  67. [75]

    The Astrophysical Journal 768(1), 54 (2013) https://doi.org/10.1088/0004-637X/768/1/54 arXiv:1304.0605 [astro-ph.HE]

    B¨ ottcher, M., Reimer, A., Sweeney, K., Prakash, A.: Leptonic and Hadronic Mod- eling of Fermi-detected Blazars. The Astrophysical Journal 768(1), 54 (2013) https://doi.org/10.1088/0004-637X/768/1/54 arXiv:1304.0605 [astro-ph.HE]

  68. [76]

    Cerruti, M., Zech, A., Boisson, C., Inoue, S.: A hadronic origin for ultra-high- frequency-peaked BL Lac objects. Mon. Not. R. Astron. Soc. 448(1), 910–927 (2015) https://doi.org/10.1093/mnras/stu2691 arXiv:1411.5968 [astro-ph.HE]

  69. [77]

    Ginzburg, V.L., Syrovatskii, S.I.: The Origin of Cosmic Rays, (1964 )

  70. [78]

    Astronomy and Computing 40, 100609 (2022) https://doi.org/10.1016/j.ascom.2022.100609 arXiv:2206.11272 [astro-ph.HE]

    de Menezes, R.: easyFermi: A graphical interface for perform ing Fermi- LAT data analyses. Astronomy and Computing 40, 100609 (2022) https://doi.org/10.1016/j.ascom.2022.100609 arXiv:2206.11272 [astro-ph.HE]

  71. [79]

    In: 35th International Cosmic Ray Con ference (ICRC2017)

    Wood, M., Caputo, R., Charles, E., Di Mauro, M., Magill, J., Perkins, J.S., Fermi-LAT Collaboration: Fermipy: An open-source Python pac kage for analysis of Fermi-LAT Data. In: 35th International Cosmic Ray Con ference (ICRC2017). International Cosmic Ray Conference, vol. 301,...

  72. [80]

    The Astrophysical Journal Supplement 260(2), 53 (2022) https://doi.org/10.3847/1538-4365/ac6751 arXiv:2201.11184 [astro-ph.HE]

    Abdollahi, S., Acero, F., Baldini, L., Ballet, J., Bastieri, D., Bellazzini, R., Berenji, B., Berretta, A., Bissaldi, E., Blandford, R.D., Bloom, E., Bonino, R., Brill, A., Britto, R.J., Bruel, P., Burnett, T.H., Buson, S., Cameron, R.A., Caput o, R., Caraveo, P.A., Castro, D....

  73. [81]

    The Astro- physical Journal 842(1), 39 (2017) https://doi.org/10.3847/1538-4357/aa7410 arXiv:1706.01054 [astro-ph.HE]

    Liu, R.-Y., Rieger, F.M., Aharonian, F.A.: Particle Acceleration in Mildly Rel- ativistic Shearing Flows: The Interplay of Systematic and Stochast ic Effects, and the Origin of the Extended High-energy Emission in AGN Jets. The Astro- physical Journal 842(1), 39 (2017) https://...

  74. [82]

    H. E. S. S. Collaboration, Abdalla, H., Adam, R., Aharonian, F., Ait B enkhali, F., Ang¨ uner, E.O., Arakawa, M., Arcaro, C., Armand, C., Ashkar, H., Backes, M., Barbosa Martins, V., Barnard, M., Becherini, Y., Berge, D., Bernl¨ ohr, K., Blackwell, R., B¨ ottcher, M., Boisson,...

  75. [83]

    Wang, J.-S., Reville, B., Liu, R.-Y., Rieger, F.M., Aharonian, F.A.: Part i- cle acceleration in shearing flows: the case for large-scale jets. Mo n. Not. R. Astron. Soc. 505(1), 1334–1341 (2021) https://doi.org/10.1093/mnras/stab1458 arXiv:2105.08600 [astro-ph.HE]

  76. [84]

    Hu, H.-B., Wang, H.-Q., Xue, R., Peng, F.-K., Wang, Z.-R.: The physic al prop- erties of Fermi-4LAC low-synchrotron-peaked BL Lac objects. M on. Not. R. Astron. Soc. 528(4), 7587–7599 (2024) https://doi.org/10.1093/mnras/stae522 arXiv:2402.10390 [astro-ph.HE]

  77. [85]

    Dembinski, H., Ongmongkolkul, P., Deil, C., Men´ endez Hurtado, D., Schreiner, H., Feickert, M., Burr, C., Rost, F., Pearce, A., Geiger, L., Wiedemann , B.M., Gorelli, M., Zapata, O.: iminuit: Jupyter-friendly Python Interface f or C++ MINUIT2

  78. [86]

    The Astrophysical Journal 933(2), 149 (2022) https://doi.org/10.3847/1538-4357/ac729c arXiv:2206.13098 [astro-ph.HE]

    Rieger, F.M., Duffy, P.: Particle Acceleration in Relativistic Shearing Flows: Energy Spectrum. The Astrophysical Journal 933(2), 149 (2022) https://doi.org/10.3847/1538-4357/ac729c arXiv:2206.13098 [astro-ph.HE]

  79. [87]

    The Astrophysical Journal 958(2), 169 (2023) https://doi.org/10.3847/1538-4357/acfda9

    Webb, G.M., Xu, Y., Biermann, P.L., Al-Nussirat, S., Mostafavi, P., L i, G., Barghouty, A.F., Zank, G.P.: Acceleration and Spectral Redistribution of Cosmic Rays in Radio-jet Shear Flows. The Astrophysical Journal 958(2), 169 (2023) https://doi.org/10.3847/1538-4357/acfda9

  80. [88]

    Zhang, B.T., Murase, K.: Nuclear and electromagnetic cascades induced by ultra- high-energy cosmic rays in radio galaxies: implications for CentaurusA. Mon. Not. R. Astron. Soc. 524(1), 76–89 (2023) https://doi.org/10.1093/mnras/stad1829 arXiv:2302.14048 [astro-ph.HE]

  81. [89]

    He, J.-C., Sun, X.-N., Wang, J.-S., Rieger, F.M., Liu, R.-Y., Liang, E.-W.: Study- ing X-ray spectra from large-scale jets of FR II radio galaxies: app lication of shear particle acceleration. Mon. Not. R. Astron. Soc. 525(4), 5298–5310 (2023) https://doi.org/10.1093/mnras/sta...

  82. [90]

    Astronomy and Astrophysics 637, 86 (2020) https://doi.org/10.1051/0004-6361/201834603 arXiv:2001.0772 9 [astro-ph.HE] 48

    MAGIC Collaboration, Acciari, V.A., Ansoldi, S., Antonelli, L.A., Babi´ c, A., Banerjee, B., Barres de Almeida, U., Barrio, J.A., Becerra Gonz´ alez, J., Bednarek, W., Bernardini, E., Berti, A., Besenrieder, J., Bhattacharyya, W., Bigongiari, C., 47 Blanch, O., Bonnoli, G., Bu...

  83. [421]

    Publications of the Astronomical Society of Japan 65, 109 (2013) https://doi.org/10.1093/pasj/65.5.109 arXiv:1307.2040 [astro-ph.HE]

Pith tools

Reviewed August 6, 2026 · model on record in the stance chip above.