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Quasinormal modes and greybody factors of magnetically charged de Sitter black holes probed by massless external fields in Einstein–Euler–Heisenberg gravity

  • Ming Zhang , 1, 2, * ,
  • Guo-Xin Chen 1 ,
  • Lei Zhang 1 ,
  • Sheng-Yuan Li 3 ,
  • Xufen Zhang , 3, * ,
  • De-Cheng Zou , 4, *
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  • 1Faculty of Science, Xihang University, Xi'an 710077, China
  • 2National Joint Engineering Research Center for Special Pump System Technology, Xihang University, Xi'an 710077, China
  • 3Center for Gravitation and Cosmology, College of Physical Science and Technology, Yangzhou University, Yangzhou 225009, China
  • 4College of Physics and Communication Electronics, Jiangxi Normal University, Nanchang 330022, China

*Authors to whom any correspondence should be addressed.

Received date: 2025-11-27

  Revised date: 2026-02-05

  Accepted date: 2026-02-06

  Online published: 2026-03-03

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© 2026 Institute of Theoretical Physics CAS, Chinese Physical Society and IOP Publishing. All rights, including for text and data mining, AI training, and similar technologies, are reserved.
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Abstract

This paper investigates the perturbation dynamics of massless scalar and electromagnetic fields on magnetically charged de Sitter black holes within the framework of string-inspired Euler–Heisenberg (EH) gravity. We calculate the quasinormal frequencies (QNFs) and discuss the influences of black hole magnetic charge Qm, the cosmological constant Λ, coupling parameter ε and multipole number l on QNFs, emphasizing the relationships between these parameters and quasinormal modes behavior. We find that the results obtained through the asymptotic iteration method are in good agreement with those obtained by the WKB method. Importantly, the Bernstein spectral method is employed as a rigorous cross-check for QNFs in the l = 0 scalar perturbation sector, where the WKB approximation is often unreliable. The greybody factors (GFs) are calculated using WKB method. The effects of the parameters Qm and ε on the GF are also studied.

Cite this article

Ming Zhang , Guo-Xin Chen , Lei Zhang , Sheng-Yuan Li , Xufen Zhang , De-Cheng Zou . Quasinormal modes and greybody factors of magnetically charged de Sitter black holes probed by massless external fields in Einstein–Euler–Heisenberg gravity[J]. Communications in Theoretical Physics, 2026 , 78(5) : 055406 . DOI: 10.1088/1572-9494/ae42b1

1. Introduction

The Euler–Heisenberg (EH) Lagrangian, introduced in 1936 [1], serves as a nonlinear extension of quantum electrodynamics (QED), offering a classical approximation that surpasses Maxwell's theory in strong-field regimes where vacuum polarization becomes significant. In this framework, the vacuum is modeled as a dynamically polarizable medium, with polarization and magnetization arising from virtual charge clouds surrounding real charges and currents [2]. This approach not only provides a more accurate classical representation of QED under extreme conditions but also serves as a powerful tool for investigating nonlinear phenomena in astrophysics and cosmology. Leveraging these properties, the first EH black hole solution—a magnetically charged, anisotropic Reissner–Nordström-like configuration with dyon degrees of freedom—was derived in 1956 [3]. Since then, attention has expanded toward electrically charged solutions [3, 4], rotating generalizations [57], and extensions within modified gravity frameworks [8, 9]. More recently, inspired by string theory and Lovelock gravity, [10] proposed a coupling of the dilaton field to EH electrodynamics, thereby enriching the spectrum of possible black hole solutions. In the astrophysical context, studies have explored the motion of test particles and gravitational lensing in magnetically charged backgrounds [11, 12], as well as their shadow images [13]. Further, Jiang et al [14] analyzed the properties of geometrically thin, optically thick accretion disks around such objects. Zhang et al [15] investigated field perturbations on magnetically charged black holes in this theory, computing quasinormal frequencies (QNFs), comparing asymptotic iteration method (AIM)/WKB results, and computing greybody factors (GFs) via WKB.
Quasinormal modes (QNMs) represent the characteristic oscillation spectra of spacetime perturbations, and they play a central role in black hole physics. For asymptotically de Sitter (dS) black holes, where a positive cosmological constant introduces a cosmological horizon, QNMs encode not only the intrinsic structure of the black hole but also the dynamical interplay between the event and cosmological horizons. These modes are of particular relevance in gravitational wave astronomy, gauge/gravity correspondence, and stability analyses. Cho et al [16, 17] developed the AIM, a robust iterative approach for accurately computing QNFs, which we will employ here. In parallel, we also use the WKB method [1821], a well-established semi-analytic technique, to obtain independent QNF estimates and cross-check our results. To further ensure the precision of our results, we also incorporate the Bernstein spectral method [22] for a rigorous cross-check in the l = 0 scalar perturbation sector, where the WKB approximation may be unreliable.
Another important quantity in the study of black hole perturbations is the GF [2327], which quantifies the modification of the radiation spectrum due to backscattering in the curved spacetime geometry. In the context of asymptotically dS spacetimes, where both the black hole and cosmological horizons contribute to scattering, the GF plays a crucial role in connecting near-horizon emission processes to observable signals. The interplay between QNFs and GFs offers a unified description of wave dynamics: QNFs dictate the resonant ringdown behavior, while GFs determine the transmission efficiency of radiation to asymptotic observers [28].
Motivated by these considerations, we investigate the QNFs and GFs of massless external fields propagating on magnetically charged dS black holes in the framework of Einstein–Euler–Heisenberg gravity. The paper is organized as follows. In section 2, we briefly review the black hole solution with a positive cosmological constant. In section 3 we present the master equations for massless scalar and electromagnetic perturbations. In section 4, we compute the QNFs using the AIM, WKB and Bernstein spectral methods, examining the influences of black hole parameters, including the cosmological constant, on the spectra. In section 5, We show the parametric dependence of the numerical results. In section 6, we evaluate the GFs using the WKB method. Our conclusions and discussion are given in section 7.

2. Magnetically charged de-Sitter black holes

Drawing on insights from string theory and Lovelock gravity, Bakopoulos et al [10] recently proposed an Einstein–Maxwell–dilaton framework incorporating a nonlinear EH term coupled to the dilaton field. The action is given by [10]
$\begin{eqnarray}\begin{array}{rcl}S & = & \frac{1}{16\pi }\displaystyle \int {{\rm{d}}}^{4}x\sqrt{-g}\left[R-2{{\rm{\nabla }}}^{\mu }\phi {{\rm{\nabla }}}_{\mu }\phi -{{\rm{e}}}^{-2\phi }{F}^{2}\right.\\ & & \left.-f(\phi )\left(2\alpha {F}_{\,\nu }^{\mu }{F}_{\,\rho }^{\nu }{F}_{\,\delta }^{\rho }{F}_{\,\mu }^{\delta }-\beta {F}^{4}\right)-{\mathfrak{V}}(\phi )\right],\end{array}\end{eqnarray}$
where R is the Ricci scalar, φ denotes the dilaton field, and f(φ) is a scalar-dependent coupling function. We have defined
$\begin{eqnarray*}{F}^{2}={F}_{\mu \nu }{F}^{\mu \nu },\quad {F}^{4}={F}_{\mu \nu }{F}^{\mu \nu }{F}_{\rho \delta }{F}^{\rho \delta },\end{eqnarray*}$
with the electromagnetic field strength given by the usual expression Fμν = ∂μAν − ∂νAμ. The coupling constants α and β control the strength of the EH nonlinear corrections. By varying the action (1) with respect to gμν, φ, and Aμ, we obtain the corresponding field equations:
$\begin{eqnarray}\begin{array}{r}{R}_{\mu \nu }-\frac{1}{2}R{g}_{\mu \nu }+\frac{1}{2}{g}_{\mu \nu }{\mathfrak{V(\phi )}}-{T}_{\mu \nu }=0,\end{array}\end{eqnarray}$
$\begin{eqnarray}\begin{array}{l}\square \phi +\frac{1}{2}{{\rm{e}}}^{-2\phi }{F}^{2}-\frac{{\rm{d}}f(\phi )}{{\rm{d}}\phi }\left(\frac{\alpha }{2}{F}_{\,\nu }^{\mu }{F}_{\,\gamma }^{\nu }{F}_{\,\delta }^{\gamma }{F}_{\,\mu }^{\delta }-\frac{\beta }{4}{F}^{4}\right)\\ \quad -\frac{1}{4}\frac{{\rm{d}}{\mathfrak{V(\phi )}}}{{\rm{d}}\phi }=0,\end{array}\end{eqnarray}$
$\begin{eqnarray}\begin{array}{l}{\partial }_{\mu }\left[\sqrt{-g}\left({{\rm{e}}}^{-2\phi }{F}^{\mu \nu }+f(\phi )(4\alpha {F}_{\,\kappa }^{\mu }{F}_{\,\lambda }^{\kappa }{F}^{\nu \lambda }-2\beta {F}^{2}{F}^{\mu \nu })\right)\right]\\ \quad =\,0.\end{array}\end{eqnarray}$
The total energy–momentum tensor, incorporating contributions from the scalar and electromagnetic sectors, is
$\begin{eqnarray}\begin{array}{rcl}{T}_{\mu \nu } & = & 2{\partial }_{\mu }\phi {\partial }_{\nu }\phi +{g}_{\mu \nu }{\partial }^{\mu }\phi {\partial }_{\mu }\phi \\ & & -2\left({{\rm{e}}}^{-2\phi }({F}_{\mu }^{\alpha }{F}_{\nu \alpha }-\frac{1}{4}{g}_{\mu \nu }{F}^{2})\right.\\ & & +f(\phi )\left((4\alpha {F}_{\mu }^{\alpha }{F}_{\nu }^{\beta }{F}_{\alpha }^{\eta }{F}_{\beta \eta }-\frac{1}{2}\alpha {g}_{\mu \nu }{F}_{\beta }^{\alpha }{F}_{\gamma }^{\beta }{F}_{\delta }^{\gamma }{F}_{\alpha }^{\delta }\right.\\ & & \left.\left.-2\beta {F}_{\mu }^{\xi }{F}_{\nu \xi }{F}^{2}+\frac{1}{4}{g}_{\mu \nu }\beta {F}^{4}\right)\right).\end{array}\end{eqnarray}$
For later convenience, we introduce the parameter
$\begin{eqnarray}\epsilon \equiv \alpha -\beta ,\end{eqnarray}$
which will appear explicitly in the black hole solution. The dilaton potential [29] is chosen as
$\begin{eqnarray}\begin{array}{r}{\mathfrak{V}}(\phi )=\frac{1}{3}{\rm{\Lambda }}{{\rm{e}}}^{-2\phi }+\frac{1}{3}{\rm{\Lambda }}{{\rm{e}}}^{2\phi }+\frac{4{\rm{\Lambda }}}{3},\end{array}\end{eqnarray}$
where Λ denotes the cosmological constant, and Λ > 0 ensures that the spacetime is asymptotically dS. By choosing the coupling function [10]
$\begin{eqnarray}\begin{array}{rcl}f(\phi ) & = & -\left[3\cosh (2\phi )+2\right]\\ & \equiv & -\frac{1}{2}\left(3{{\rm{e}}}^{-2\phi }+3{{\rm{e}}}^{2\phi }+4\right).\end{array}\end{eqnarray}$
It should be noted that the functional form of the coupling function f(φ) closely parallels that of the dilaton potential ${\mathfrak{V}}(\phi )$; both are constructed from Liouville-type exponential terms [30]. the action (1) admits a magnetically charged black hole solution with the metric [10]
$\begin{eqnarray}\begin{array}{rcl}{\rm{d}}{s}^{2} & = & -A(r)\,{\rm{d}}{t}^{2}+\frac{1}{B(r)}\,{\rm{d}}{r}^{2}+{r}^{2}({\rm{d}}{\theta }^{2}\\ & & +{\sin }^{2}\theta \,{\rm{d}}{\varphi }^{2}),\end{array}\end{eqnarray}$
$\begin{eqnarray}\begin{array}{rcl}A(r) & = & 1-\frac{4{M}^{2}}{{Q}_{{\rm{m}}}^{2}+\sqrt{{Q}_{{\rm{m}}}^{4}+4{M}^{2}{r}^{2}}}-\frac{2\epsilon {Q}_{{\rm{m}}}^{4}}{{r}^{6}}-\frac{1}{3}{\rm{\Lambda }}{r}^{2},\\ B(r) & = & 1-\frac{{Q}_{{\rm{m}}}^{4}+4{M}^{2}{r}^{2}}{{r}^{2}\left({Q}_{{\rm{m}}}^{2}+\sqrt{{Q}_{{\rm{m}}}^{4}+4{M}^{2}{r}^{2}}\right)}+\frac{{Q}_{{\rm{m}}}^{4}}{4{M}^{2}{r}^{2}}\\ & & -\frac{\epsilon {Q}_{{\rm{m}}}^{4}\left({Q}_{{\rm{m}}}^{4}+4{M}^{2}{r}^{2}\right)}{2{M}^{2}{r}^{8}}-{\rm{\Lambda }}\left(\frac{{r}^{2}}{3}+\frac{{Q}_{{\rm{m}}}^{4}}{12{M}^{2}}\right),\\ \phi (r) & = & -\frac{1}{2}{\mathrm{ln}}\left(\frac{\sqrt{{Q}_{{\rm{m}}}^{4}+4{M}^{2}{r}^{2}}-{Q}_{{\rm{m}}}^{2}}{\sqrt{{Q}_{{\rm{m}}}^{4}+4{M}^{2}{r}^{2}}+{Q}_{{\rm{m}}}^{2}}\right),\\ {{\boldsymbol{A}}}_{\mu } & = & (0,0,0,{Q}_{{\rm{m}}}\cos \theta ),\end{array}\end{eqnarray}$
where M and Qm represent the black hole mass and magnetic charge, respectively.
These solutions equation (10) are invariant under the following rescaling: r/M → r, Qm/M → Qm, and ε/M2 → ε. Without loss of generality, we set M = 1 in the following analysis and vary the parameters ε, Λ and Qm. When ε = 0 and Λ = 0, the metric (10) reproduces the well-known GMGHS or GHS black holes [31, 32]. The latter further simplifies to the Schwarzschild solution for Qm = 0 and Λ = 0, and both have been the subject of considerable investigation in the literature [3336]. The behavior of the metric function $B(r)$ under different magnetic charges $Q_m$​ is depicted in figure 1. The solution (10) describes a black hole with two horizons for ε = 1, while for ε = −1, the black hole horizons can range from three to one. These imply the magnetically charged black hole possesses different horizon structures. Under variations of the parameter ε while maintaining a constant charge Qm = 0.3, the horizon structure exhibits corresponding geometric modifications.

(i) In the regime where ε ≥ 0, the spacetime structure permits only two horizons: the black hole event horizon and the cosmological horizon.

(ii) In the regime where ε < 0, the spacetime horizon structure undergoes significant transformations, see the right panels in figure 2(a). For ε = −1, representing weak coupling strength, three distinct horizons emerge: the Cauchy horizon r, black hole event horizon rh, and a cosmological horizon rc. As the coupling intensifies to εc ≈ −292.357, the system reaches a critical phase where the inner horizons merge into a single extremal black hole horizon rh, while the cosmological horizon rc persists. In the strong coupling limit (ε = −1000), only the cosmological horizon remains (r = rc), creating a causally connected region (r < rc and B(r) > 0) that exposes the central singularity—a clear violation of cosmic censorship resulting from the dominant coupling effects.

(iii) The behavior of the metric function B(r) with varying cosmological constant Λ is illustrated in figure 3.

Figure 1. The metric function B(r) as a function of the radial coordinate r for different values of magnetic charge Qm with fixed M = 1 and Λ = 0.05. Panels (a)–(c) correspond to ε = −1, ε = 0, and ε = 1, respectively. The zeros of B(r) indicate horizons depending on parameters, there can be 0–3 horizons (cosmological horizon rc, event horizon rh, and possibly Cauchy horizon r).
Figure 2. The metric function B(r) versus r for different values of the coupling parameter ε, with fixed M = 1 and Λ = 0.05. Panels (a)–(c) correspond to Qm = 0.3, Qm = 0.5, and Qm = 0.7, respectively. The zeros of B(r) indicate horizons depending on parameters, there can be 0–3 horizons (cosmological horizon rc, event horizon rh, and possibly Cauchy horizon r).

3. Wave equations and perturbations

In this section, we will show the master equations of various external fields, including the scalar field and electromagnetic field around magnetically charged dS black hole. As noted in [24], when the background remains unaltered by backreaction, black hole spacetime perturbations can be analyzed either by modifying the metric with perturbation terms or by introducing additional fields into the metric.
Figure 3. The metric function B(r) versus r for different values of the cosmological constant Λ, with fixed M = 1 and Qm = 0.3. Panels (a)–(c) correspond to ε = −1, ε = 0, and ε = 1, respectively. The zeros of B(r) indicate horizons depending on parameters, there can be 0–3 horizons (cosmological horizon rc, event horizon rh, and possibly Cauchy horizon r).

3.1. Scalar field perturbation

The equation of motion of a massless scalar field Φ in curved spacetime is given by the Klein–Gordon equation
$\begin{eqnarray}\begin{array}{r}\square {\rm{\Phi }}=\frac{1}{\sqrt{-g}}{\partial }_{\mu }\left(\sqrt{-g}{g}^{\mu \nu }{\partial }_{\nu }{\rm{\Phi }}\right)=0.\end{array}\end{eqnarray}$
Substituting the metric equation (9) into the Klein–Gordon equation (11), and considering that the scalar field Φ(trθφ) propagates in a spherically symmetric background, we can separate the variables as follows:
$\begin{eqnarray}\begin{array}{r}{\rm{\Phi }}(t,r,\theta ,\varphi )=\displaystyle \sum _{l,m}{{\rm{e}}}^{-{\rm{i}}\omega t}\frac{{\psi }_{{\rm{s}}}(r)}{r}{Y}_{l,m}(\theta ,\varphi ),\end{array}\end{eqnarray}$
where Yl,m(θφ) are the spherical harmonics, ψs(r) is radial wave function, ω is the frequency of Φ, l corresponds to the angular quantum number of the black hole's QNMs and then the perturbed field equation for the radial part in the tortoise coordinate can be written as
$\begin{eqnarray}\begin{array}{r}\frac{{{\rm{d}}}^{2}{\psi }_{{\rm{s}}}({r}_{* })}{{\rm{d}}{r}_{* }^{2}}+\left[{\omega }^{2}-{V}_{{\rm{s}}}(r)\right]{\psi }_{{\rm{s}}}({r}_{* })=0,\end{array}\end{eqnarray}$
where the tortoise coordinate r* is defined as follows
$\begin{eqnarray}\begin{array}{r}{\rm{d}}{r}_{* }=\frac{1}{\sqrt{A(r)B(r)}}{\rm{d}}r,\end{array}\end{eqnarray}$
and Vs(r) is the effective potential
$\begin{eqnarray}\begin{array}{r}{V}_{{\rm{s}}}(r)=\frac{{A}^{{\prime} }(r)B(r)+A(r){B}^{{\prime} }(r)}{2r}+\frac{A(r)}{{r}^{2}}l(l+1).\end{array}\end{eqnarray}$
The effective potentials for scalar and electromagnetic perturbations are displayed in figures 49.
Figures 4, 6, and 8 illustrate that for scalar perturbations with a non-zero angular quantum number (l  >  0), an increase in the magnetic charge Qm and the angular quantum number l results in a heightened potential barrier, while an increase in the coupling constant ε leads to a reduction in the potential's magnitude. However, in the distinct case of l = 0, the effective potential profile exhibits a characteristic double-peak structure.
Figure 4. The effective potential Vs(r) for massless scalar field perturbation (l = 1) as a function of the radial coordinate r for different values of magnetic charge Qm. In all cases, we set M = 1 and Λ = 0.05. Panels (a)–(c) correspond to ε = −1, ε = 0, and ε = 1, respectively. As Qm decreases, the peak of the potential barrier shifts outward and its height is significantly suppressed.
Figure 5. The effective potential Ve(r) for electromagnetic field perturbation (l = 1) as a function of the radial coordinate r for different values of magnetic charge Qm. In all cases, we set M = 1 and Λ = 0.05. Panels (a)–(c) correspond to ε = −1, ε = 0, and ε = 1, respectively. As Qm decreases, the peak of the potential barrier shifts outward and its height is significantly suppressed.
Figure 6. The effective potential Vs(r) for massless scalar field perturbations on black hole with fixed M = 1, Λ = 0.05 and Qm = 0.3. For these specific parameter values, the black hole event horizon is located at rh ≈ 2.115 26 and rc ≈ 6.442 26. Panels (a)–(c) correspond to ε = −1, ε = 0, and ε = 1, respectively. Each panel displays potentials for three values of the angular quantum number l = 0, 1, 2. Note the characteristic double-peak structure of the potential when l = 0.
Figure 7. The effective potential Ve(r) for electromagnetic field perturbation on black hole with fixed M = 1, Λ = 0.05 and Qm = 0.3. Panels (a)–(c) correspond to ε = −1, ε = 0, and ε = 1, respectively. Each panel displays potentials for three values of the angular quantum number l = 1, 2, 3. The potential barrier height increases monotonically with both the multipole number l.
Figure 8. The effective potential Vs(r) for massless scalar field perturbation on black hole with fixed M = 1, Λ = 0.05 and l = 1. Panels (a)–(c) correspond to Qm = 0.3, Qm = 0.5, and Qm = 0.7, respectively. Each panel compares potentials for three coupling parameter values ε = −4, ε = 0, and ε = 4. The potential barrier height decreases monotonically with increasing ε.

3.2. Electromagnetic field perturbation

Similar to [15, 37], we adopt the test field approximation for external electromagnetic perturbations, leading to the linear Maxwell equation in the curved background. The propagation of massless electromagnetic field in a curved spacetime, minimally coupled to the geometry, is driven by Maxwell's equations
$\begin{eqnarray}\begin{array}{r}\frac{1}{\sqrt{-g}}\,{\partial }_{\mu }\left(\sqrt{-g}\,{g}^{\sigma \mu }{g}^{\rho \nu }{F}_{\rho \sigma }\right)=0,\end{array}\end{eqnarray}$
where Fρσ = ∂ρAσ − ∂σAρ is the field strength tensor, and Aρ is the vector potential of the perturbed electromagnetic field which can be decomposed as
$\begin{eqnarray}\begin{array}{rcl}{{\boldsymbol{A}}}_{\rho }(t,r,\theta ,\varphi ) & = & \displaystyle \sum _{l,m}{{\rm{e}}}^{-{\rm{i}}\omega t}\left[\begin{array}{c}0\\ 0\\ {h}_{0}(r)\frac{1}{\sin \theta }\frac{\partial {Y}_{l,m}}{\partial \varphi }\\ -{h}_{0}(r)\sin \theta \frac{\partial {Y}_{l,m}}{\partial \theta }\end{array}\right]\\ & & +\displaystyle \sum _{l,m}{{\rm{e}}}^{-{\rm{i}}\omega t}\left[\begin{array}{c}{h}_{1}(r){Y}_{l,m}\\ {h}_{2}(r){Y}_{l,m}\\ {h}_{3}(r)\frac{\partial {Y}_{l,m}}{\partial \theta }\\ {h}_{3}(r)\frac{\partial {Y}_{l,m}}{\partial \varphi }\end{array}\right].\end{array}\end{eqnarray}$
Here, Yl,m(θφ) are spherical harmonics, and l and m are the angular and the azimuthal quantum numbers respectively. The first column in equation (17) is the axial component with parity (−1)l+1 and the second term is the polar mode with parity (−1)l.
Substituting the axial and the polar modes of the electromagnetic perturbations into equation (16), we can obtain
$\begin{eqnarray}\begin{array}{r}\frac{{{\rm{d}}}^{2}{{\rm{\Psi }}}_{{\rm{e}}}({r}_{* })}{{\rm{d}}{r}_{* }^{2}}+\left({\omega }^{2}-{V}_{{\rm{e}}}(r)\right){{\rm{\Psi }}}_{{\rm{e}}}({r}_{* })=0,\end{array}\end{eqnarray}$
where the potential is
$\begin{eqnarray}\begin{array}{r}{V}_{{\rm{e}}}(r)=A(r)\frac{l(l+1)}{{r}^{2}},\end{array}\end{eqnarray}$
and the function $Psi$e(r) takes different forms for the two modes
$\begin{eqnarray}\begin{array}{l}{{\rm{\Psi }}}_{{\rm{e}}}(r)={h}_{0}(r),\quad \mathrm{odd}\,\mathrm{parity},\end{array}\end{eqnarray}$
$\begin{eqnarray}\begin{array}{rcl}{{\rm{\Psi }}}_{{\rm{e}}}(r) & = & -\sqrt{\displaystyle \frac{B(r)}{A(r)}}\displaystyle \frac{{r}^{2}}{l(l+1)}\left({\rm{i}}\omega {h}_{2}(r)+\displaystyle \frac{{\rm{d}}{h}_{1}(r)}{{\rm{d}}r}\right),\\ & & \quad \mathrm{even}\,\mathrm{parity}.\end{array}\end{eqnarray}$
The radial profile of the effective potential Ve(r) exhibits distinct characteristics for different combinations of the magnetic charge Qm, coupling constant ε, and angular quantum number l, as depicted in figures 5, 7, and 9. Crucially, the potential maintains positive definiteness throughout the exterior spacetime region (rh < r < rc) for all parameter sets considered. This persistent positivity, particularly the absence of any negative potential well, provides strong evidence for the black hole's structural stability against massless scalar field perturbations. Furthermore, quantitative analysis reveals that the potential barrier's height and width demonstrate monotonic enhancement with increasing values of Qm, ε, and l, suggesting a parametric dependence of the scattering properties on these fundamental parameters.
Figure 9. The effective potential Ve(r) for electromagnetic field perturbation on black hole with fixed M = 1, Λ = 0.05 and l = 1. Panels (a)–(c) correspond to Qm = 0.3, Qm = 0.5, and Qm = 0.7, respectively. Each panel compares potentials for three coupling parameter values ε = −4, ε = 0, and ε = 4. The potential barrier height decreases monotonically with increasing ε.
It is important to note that for electromagnetic perturbations, the angular quantum number l starts from l = 1. This is because the monopole mode (l = 0) corresponds to a static Coulomb field which is non-dynamical and does not emit radiation. Therefore, the lowest radiative mode for the electromagnetic field is the dipole mode (l = 1).

4. Quasinormal mode frequencies

To accurately determine the QNMs frequencies of magnetically charged black holes, we employ two distinct computational approaches: AIM and WKB approximation method. This dual-methodology approach enables us to perform cross-validation of our results.

4.1. Asymptotic iteration method

In this section, we will show the main steps of the AIM method. Firstly, we rewrite scalar perturbed equation (13) in terms of u = 1/r
$\begin{eqnarray}\begin{array}{l}\frac{1}{A(u)B(u)}\left[\frac{1}{u}\left(\frac{2{\omega }^{2}}{u}+{u}^{2}B(u){A}^{{\prime} }(u)\right.\right.\\ \quad \left.\left.+{u}^{2}A(u){B}^{{\prime} }(u)\right)-2l(l+1)\Space{0ex}{3.25ex}{0ex}\right]\psi (u)\\ \left[4u+\frac{{u}^{2}(B(u){A}^{{\prime} }(u)-A(u){B}^{{\prime} }(u))}{A(u)B(u)}\right]{\psi }^{{\prime} }(u)\\ \quad +2{u}^{2}{\psi }^{{\prime\prime} }(u).\end{array}\end{eqnarray}$
To factor out the divergent behavior at both the event horizon and the cosmological horizon, we introduce the following transformation to ensure the regularity of the wave function:
$\begin{eqnarray}\begin{array}{r}\psi (u)={{\rm{e}}}^{{\rm{i}}\omega {r}_{* }}\chi (u),\end{array}\end{eqnarray}$
where χ(u) should be a finite and convergent function, to establish the proper scaling behavior for QNM boundary conditions, we define
$\begin{eqnarray}\begin{array}{r}{{\rm{e}}}^{{\rm{i}}\omega {r}_{* }}=\displaystyle \prod _{j}{(u-{u}_{j})}^{{\rm{i}}\omega /{\kappa }_{j}},\end{array}\end{eqnarray}$
where κj denotes the surface gravity evaluated at the coordinate uj, defined by the condition $B(u){| }_{u={u}_{j}}=0$. This scaling transformation regularizes the solution by removing the divergent behavior near the uj boundary and simultaneously enforces the boundary conditions. We introduce the surface gravity at the event horizon
$\begin{eqnarray}\begin{array}{r}{\kappa }_{{\rm{h}}}=\frac{1}{2}\frac{{\rm{d}}\sqrt{A(r)B(r)}}{{\rm{d}}r}{| }_{r={r}_{{\rm{h}}}}=\frac{1}{2}{(\sqrt{A({r}_{{\rm{h}}})B({r}_{{\rm{h}}})})}^{{\prime} }.\end{array}\end{eqnarray}$
Substitute equation (23) to (22), we have
$\begin{eqnarray}\begin{array}{r}{\chi }^{{\prime\prime} }={\lambda }_{0}(u){\chi }^{{\prime} }+{s}_{0}(u)\chi ,\end{array}\end{eqnarray}$
where
$\begin{eqnarray}\begin{array}{rcl}{\lambda }_{0}(u) & = & \frac{1}{2}\left[-\frac{4}{u}-\frac{4{\rm{i}}{r}_{{\rm{c}}}\omega }{{\kappa }_{{\rm{c}}}-{\kappa }_{{\rm{c}}}{r}_{{\rm{c}}}u}-\frac{4{\rm{i}}{r}_{{\rm{h}}}\omega }{{\kappa }_{{\rm{h}}}-{\kappa }_{{\rm{h}}}{r}_{{\rm{h}}}u}\right.\\ & & \left.-\frac{{A}^{{\prime} }(u)}{A(u)}-\frac{{B}^{{\prime} }(u)}{B(u)}\right],\end{array}\end{eqnarray}$
and
$\begin{eqnarray}\begin{array}{rcl}{s}_{0}(u) & = & \frac{1}{2{\kappa }_{{\rm{c}}}^{2}{\kappa }_{{\rm{h}}}^{2}{u}^{4}{({r}_{{\rm{c}}}u-1)}^{2}{({r}_{{\rm{h}}}u-1)}^{2}A(u)B(u)}\\ & & \times \left[-{\kappa }_{{\rm{c}}}{\kappa }_{{\rm{h}}}({r}_{{\rm{c}}}u-1)({r}_{{\rm{h}}}u-1)\right.\\ & & \times \left(2{\kappa }_{{\rm{c}}}{\kappa }_{{\rm{h}}}({r}_{{\rm{c}}}u-1)({r}_{{\rm{h}}}u-1){\omega }^{2}\right.\\ & & +{u}^{3}\left({\kappa }_{{\rm{c}}}{\kappa }_{{\rm{h}}}({r}_{{\rm{c}}}u-1)({r}_{{\rm{h}}}u-1)\right.\\ & & \left.\left.-{\rm{i}}u({\kappa }_{{\rm{h}}}{r}_{{\rm{c}}}-{\kappa }_{{\rm{c}}}{r}_{{\rm{h}}}+({\kappa }_{{\rm{c}}}+{\kappa }_{{\rm{h}}}){r}_{{\rm{c}}}{r}_{{\rm{h}}}u)\omega \right)B(u){A}^{{\prime} }(u)\right)\\ & & +{u}^{2}A(u)\left(2u\omega \left(-{\rm{i}}{\kappa }_{{\rm{c}}}{\kappa }_{{\rm{h}}}(-{\rm{i}}{\kappa }_{{\rm{c}}}{\kappa }_{{\rm{h}}}{({r}_{{\rm{c}}}u-1)}^{2}\right.\right.\\ & & \times ({r}_{{\rm{h}}}u-2)-{\kappa }_{{\rm{h}}}{\kappa }_{{\rm{c}}}({r}_{{\rm{c}}}u-2){({r}_{{\rm{h}}}u-1)}^{2})\\ & & +\left.u{({\kappa }_{{\rm{h}}}{r}_{{\rm{c}}}+{\kappa }_{{\rm{c}}}{r}_{{\rm{h}}}-({\kappa }_{{\rm{c}}}+{\kappa }_{{\rm{h}}}){r}_{{\rm{c}}}{r}_{{\rm{h}}}u)}^{2}\omega \right)\\ & & \times B(u)+{\kappa }_{{\rm{c}}}{\kappa }_{{\rm{h}}}({r}_{{\rm{c}}}u-1)({r}_{{\rm{h}}}u-1)\\ & & \times \left(2{\kappa }_{{\rm{c}}}{\kappa }_{{\rm{c}}}l(l+1)({r}_{{\rm{c}}}u-1)({r}_{{\rm{h}}}u-1)\right.\\ & & +u(-{\kappa }_{{\rm{c}}}{\kappa }_{{\rm{h}}}({r}_{{\rm{c}}}u-1)({r}_{{\rm{h}}}u-1)\\ & & \left.\left.\left.{\rm{i}}u(-{\kappa }_{{\rm{h}}}{r}_{{\rm{c}}}-{\kappa }_{{\rm{c}}}{r}_{{\rm{h}}}+({\kappa }_{{\rm{c}}}+{\kappa }_{{\rm{h}}}){r}_{{\rm{c}}}{r}_{{\rm{h}}}u)\omega ){B}^{{\prime} }(u)\right)\right)\right].\end{array}\end{eqnarray}$
Based on λ0 and s0, the perturbed equation (26) can be solved numerically by using the improved AIM [16]. Following the same procedure described above, we can also obtain functions λ0 and s0 for the electromagnetic field perturbation:
$\begin{eqnarray}\begin{array}{rcl}{\lambda }_{0}(u) & = & \frac{1}{2}\left[-\frac{4}{u}-\frac{4{\rm{i}}{r}_{{\rm{c}}}\omega }{{\kappa }_{{\rm{c}}}-{\kappa }_{{\rm{c}}}{r}_{{\rm{c}}}u}-\frac{4{\rm{i}}{r}_{{\rm{h}}}\omega }{{\kappa }_{{\rm{h}}}-{\kappa }_{{\rm{h}}}{r}_{{\rm{h}}}u}\right.\\ & & \left.-\frac{{A}^{{\prime} }(u)}{A(u)}-\frac{{B}^{{\prime} }(u)}{B(u)}\right],\end{array}\end{eqnarray}$
and
$\begin{eqnarray}\begin{array}{rcl}{s}_{0}(u) & = & \frac{1}{2{\kappa }_{{\rm{c}}}^{2}{\kappa }_{{\rm{h}}}^{2}{u}^{4}{({r}_{{\rm{c}}}u-1)}^{2}{({r}_{{\rm{h}}}u-1)}^{2}A(u)B(u)}\\ & & \times \left[{\kappa }_{{\rm{c}}}{\kappa }_{{\rm{h}}}\omega ({r}_{{\rm{c}}}u-1)({r}_{{\rm{h}}}u-1)\right.\\ & & \times \left(-2{\kappa }_{{\rm{c}}}{\kappa }_{{\rm{h}}}({r}_{{\rm{c}}}u-1)({r}_{{\rm{h}}}u-1)\omega +{\rm{i}}{u}^{4}\right.\\ & & \left.\times \left(-{\kappa }_{{\rm{h}}}{r}_{{\rm{c}}}-{\kappa }_{{\rm{c}}}{r}_{{\rm{h}}}+({\kappa }_{{\rm{c}}}+{\kappa }_{{\rm{h}}}){r}_{{\rm{c}}}{r}_{{\rm{h}}}u)\omega \right)B(u){A}^{{\prime} }(u)\right)\\ & & +{u}^{2}A(u)\left(2u\omega \left(-{\rm{i}}{\kappa }_{{\rm{c}}}{\kappa }_{{\rm{h}}}(-{\rm{i}}{\kappa }_{{\rm{c}}}{\kappa }_{{\rm{h}}}{({r}_{{\rm{c}}}u-1)}^{2}\right.\right.\\ & & \times ({r}_{{\rm{h}}}u-2)-{\kappa }_{{\rm{h}}}{\kappa }_{{\rm{c}}}({r}_{{\rm{c}}}u-2){({r}_{{\rm{h}}}u-1)}^{2})\\ & & +\left.u{({\kappa }_{{\rm{h}}}{r}_{{\rm{c}}}+{\kappa }_{{\rm{c}}}{r}_{{\rm{h}}}-({\kappa }_{{\rm{c}}}+{\kappa }_{{\rm{h}}}){r}_{{\rm{c}}}{r}_{{\rm{h}}}u)}^{2}\omega \right)\\ & & \times B(u)+{\kappa }_{{\rm{c}}}{\kappa }_{{\rm{h}}}({r}_{{\rm{c}}}u-1)({r}_{{\rm{h}}}u-1)\\ & & \times \left(2{\kappa }_{{\rm{c}}}{\kappa }_{{\rm{c}}}l(l+1)({r}_{{\rm{c}}}u-1)({r}_{{\rm{h}}}u-1)+{\rm{i}}{u}^{2}(-{\kappa }_{{\rm{h}}}{r}_{{\rm{c}}}\right.\\ & & -\left.\left.\left.{\kappa }_{{\rm{c}}}{r}_{{\rm{h}}}+({\kappa }_{{\rm{c}}}+{\kappa }_{{\rm{h}}}){r}_{{\rm{c}}}{r}_{{\rm{h}}}u)\omega ){B}^{{\prime} }(u)\right)\right)\right].\end{array}\end{eqnarray}$

4.2. 6th-order WKB method

This method, first proposed by Schutz and Will, was used to address black hole scattering problems [21]. Later, further developments were made by Iyer, Will, and Konoplya [24]. In this paper, we consider the most commonly used 6th-order WKB approximation method [24]
$\begin{eqnarray}\begin{array}{r}\frac{{\rm{i}}({\omega }^{2}-{V}_{0})}{\sqrt{-2{V}_{0}^{{\prime\prime} }}}-\displaystyle \sum _{i=2}^{6}{{\rm{\Lambda }}}_{i}=n+\frac{1}{2},\quad (n=0,1,2,\cdots \,),\end{array}\end{eqnarray}$
where V(r0) is the value of the second derivative of the effective potential with respect to r at its maximum point r0 defined by the solution of the equation ${\left.\frac{{\rm{d}}V}{{\rm{d}}{r}_{* }}\right|}_{{r}_{* }={r}_{0}}=0$. V0 represents the maximum value of the effective potential, and Λi is the ith order revision terms depending on the values of the effective potential. This semi-analytical method has been applied extensively in numerous black hole spacetime cases. It should be pointed out here the WKB approach works well for situations where the multipole number is larger compared to the overtone: ln, the WKB approach produces less accurate outcomes for l  <  n [19, 20].

4.3. Bernstein spectral method

In light of the limitations of the WKB method in handling the double-peaked potential observed for the l = 0 scalar perturbations, we employ the high-precision Bernstein spectral method. This numerical approach converts the differential boundary value problem into a matrix eigenvalue problem by expanding the solution in a basis of Bernstein polynomials. We first introduce a compact coordinate v that maps the physical region between the black hole's event horizon rh, and the cosmological horizon rc [22], onto the unit interval [0, 1]:
$\begin{eqnarray}\begin{array}{r}v\equiv \frac{1/r-1/{r}_{{\rm{c}}}}{1/{r}_{{\rm{h}}}-1/{r}_{{\rm{c}}}}.\end{array}\end{eqnarray}$
In this coordinate system, the cosmological horizon rc corresponds to v = 0, and the event horizon rh corresponds to v = 1.
The wave function is factorized as $Psi$(v) = F(vω)ψ(v), with F(vω) encoding the near-horizon asymptotics such that ψ(v) is regular at both v = 0 and v = 1 when ω is a QNF. We then approximate this regular function ψ(v) as a finite sum of Nth degree Bernstein polynomials:
$\begin{eqnarray}\begin{array}{rcl}\psi (v) & \approx & \displaystyle \sum _{k=0}^{N}{c}_{k},{B}_{k,N}(v),\\ {B}_{k,N}(v) & = & \left(\genfrac{}{}{0.0pt}{}{N}{k}\right){v}^{k}{(1-v)}^{N-k}.\end{array}\end{eqnarray}$
This expansion is substituted into the radial wave equation, which is then evaluated on a grid of N + 1 collocation points. The Chebyshev collocation grid [38, 39] is typically chosen for its excellent convergence properties:
$\begin{eqnarray}\begin{array}{r}{v}_{p}={\sin }^{2}\left(\frac{p\pi }{2N}\right),\quad p=0,1,\ldots ,\,N.\end{array}\end{eqnarray}$
This procedure transforms the differential equation into a set of linear algebraic equations for the coefficients ck. This system has a non-trivial solution if and only if its coefficient matrix, whose elements are polynomials of the frequency ω, is singular. Thus, the problem of finding the QNM frequencies ω is reduced to a generalized matrix eigenvalue problem, which can be solved efficiently using numerical methods.
The use of a finite polynomial basis can introduce non-physical, ‘spurious' eigenvalues that do not converge as the basis size increases. To ensure the reliability of our results, we check for the convergence of the solutions by systematically increasing the polynomial degree N. Only the eigenvalues that remain stable and agree within a desired precision across different values of N are identified as the true QNM frequencies [40].

5. Numerical results

For the scalar perturbation with l = 0, the effective potential may develop a double-peak structure, where the standard WKB approximation—based on expansion around a single maximum—becomes unreliable. To obtain accurate QNFs in this sector, we apply the Bernstein spectral method. We find that the Bernstein results agree well with AIM values, while the WKB approximation shows significant deviations. We also calculate the percentage deviation ϵ1 (or ϵ2) of QNFs obtained via the AIM and Bernstein spectral method (or WKB methods). The relative error between the two methods is defined by
$\begin{eqnarray}\begin{array}{rcl}{\varepsilon }_{1} & = & \frac{| {\omega }_{{\rm{AIM}}}-{\omega }_{{\rm{BP}}}| }{| {\omega }_{{\rm{AIM}}}| }\times 100 \% ,\\ {\varepsilon }_{2} & = & \frac{| {\omega }_{{\rm{AIM}}}-{\omega }_{{\rm{WKB}}}| }{| {\omega }_{{\rm{AIM}}}| }\times 100 \% .\end{array}\end{eqnarray}$
To ensure the accuracy and convergence of the calculated QNFs, we employed N = 30 and N = 40 iterations of the Bernstein spectral method for cross-validation when determining the true values for the l = 0 scalar field.

5.1. Qm-dependence

Tables 1 and 2 present the fundamental quasinormal modes (QNFs) for scalar and electromagnetic perturbations (n = 0) with fixed black hole mass M = 1 and cosmological constant Λ = 0.05. We investigate the cases for angular quantum numbers l = 0, 1 in scalar perturbation and l = 1 in electromagnetic perturbation, analyzing the influence of the coupling parameter ε and the magnetic charge Qm.
Table 1. Comparison of fundamental QNFs (n = 0) for massless scalar field perturbations l = 0 obtained via the AIM, Bernstein spectral and WKB method. The parameters are fixed as M = 1, Λ = 0.05, ε = 0, ± 1 and Qm varies from 0.3 to 0.7. The parameter ϵ1 represents relative errors between AIM and Bernstein methods, ϵ2 represents relative errors between AIM and WKB methods.
ε Qm AIM Bernstein spectral ϵ1(%) WKB ϵ2(%)
1 0.3 0.0755244 − 0.0996825i 0.0754839 − 0.0996719i 0.033532 0.0703929 − 0.0992877i 4.1153
0.5 0.0799900 − 0.1015850i 0.0799338 − 0.1015621i 0.046942 0.0760739 − 0.0984478i 3.8808
0.7 0.0872094 − 0.1055948i 0.0870846 − 0.1055414i 0.099110 0.0927763 − 0.0944930i 9.0684

0 0.3 0.0761242 − 0.0999622i 0.0755935 − 0.099640i 0.49392 0.0711911 − 0.0982916i 4.1452
0.5 0.0803893 − 0.101386i 0.0800 − 0.1013i 0.46392 0.0762451 − 0.0995951i 3.4893
0.7 0.0874256 − 0.103788i 0.0870 − 0.1040i 0.35025 0.0840822 − 0.10198i 2.8011

−1 0.3 0.0755758 − 0.0996304i 0.0755 − 0.0996i 0.076028 0.0697726 − 0.100461i 4.6880
0.5 0.0800608 − 0.100936i 0.0800631 − 0.101291i 0.27597 0.0768723 − 0.0999537i 2.5896
0.7 0.0874665 − 0.101225i 0.0874479 − 0.101187i 0.031672 0.0883847 − 0.0975922i 2.8012
Table 2. The fundamental QNFs (n = 0) of scalar perturbations and electromagnetic perturbations l = 1 for various ε and Qm. Other parameters are set to M = 1 and Λ = 0.05. The parameter ϵ2 represents relative errors between AIM and WKB methods.
Scalar perturbation Electromagnetic perturbation
ε Qm AIM WKB ϵ2(%) AIM WKB ϵ2(%)
1 0.3 0.211816 − 0.0777350i 0.211845 − 0.0777674i 0.019117 0.191863 − 0.0707426i 0.191835 − 0.0708107i 0.036162
0.5 0.223456 − 0.0801152i 0.0845594 − 0.109569i 0.011044 0.201987 − 0.0731151i 0.201913 − 0.0732115i 0.056637
0.7 0.242213 − 0.0845578i 0.24207 − 0.084608i 0.058903 0.218185 − 0.0775617i 0.217855 − 0.0777876i 0.17296

0 0.3 0.2118342 − 0.0777156i 0.2118612 − 0.0777493i 0.019140 0.1918838 − 0.0707257i 0.191852 − 0.0707951i 0.037424
0.5 0.2236277 − 0.0799076i 0.2236487 − 0.0799311i 0.013271 0.2021921 − 0.0729303i 0.202161 − 0.0730071i 0.038590
0.7 0.2431877 − 0.0832337i 0.2432030 − 0.0832420i 0.0067756 0.2194009 − 0.0763619i 0.219372 − 0.0764423i 0.036808

−1 0.3 0.211852 − 0.0776963i 0.21188 − 0.0777303i 0.019446 0.191904 − 0.0707087i 0.191882 − 0.0707742i 0.033769
0.5 0.22384 − 0.0797129i 0.22384 − 0.0797129i 0.018775 0.202397 − 0.0727402i 0.20241 − 0.0727948i 0.026132
0.7 0.244093 − 0.0817178i 0.244256 − 0.0815949i 0.079390 0.220598 − 0.0749383i 0.22087 − 0.0747863i 0.13340
Figure 10 illustrates the behavior of the real part (oscillation frequency) and the imaginary part (damping rate) of the fundamental QNFs (n = 0) for scalar perturbations as a function of the magnetic charge Qm. The results for l = 0, 1, 2 are shown. As can be seen from the figures 10(a), (c), (e) for all considered values of the coupling parameter ε = 0, ±1, the real part of the QNFs, Re(ω) monotonically increases with an increase in Qm. This implies that a larger magnetic charge leads to a higher oscillation frequency for the scalar field perturbation. The behavior of the imaginary part, ∣Im(ω)∣, increases significantly with Qm, indicating that the perturbations decay faster, as shown in figures 10(b), (d), (f). Figure 11 show similar trends for electromagnetic perturbations, with results presented for l = 1, 2, 3. The behavior of the electromagnetic QNFs is qualitatively similar to that of the scalar case. These results demonstrate that the black hole's magnetic charge Qm, is a crucial physical parameter influencing its QNM spectrum. It not only alters the oscillation frequency of perturbations but also affect their decay time.
Figure 10. Variation of scalar fundamental QNFs (n = 0) with respect to the magnetic charge Qm for black hole with fixed mass M = 1 and cosmological constant Λ = 0.05. Panels (a), (b) correspond to coupling parameter ε = 1, (c), (d) to ε = 0, and (e), (f) to ε = −1. In each panel, curves for angular quantum numbers l = 0, 1, 2 are shown. For all coupling parameters considered, both Re(ω) and ∣Im(ω)∣ increase monotonically with growing magnetic charge Qm.
Figure 11. Variation of electromagnetic fundamental QNFs (n = 0) with respect to the magnetic charge Qm for black hole with fixed mass M = 1 and cosmological constant Λ = 0.05. Panels (a), (b) correspond to coupling parameter ε = −1, (c), (d) to ε = 0, and (e), (f) to ε = 1. In each panel, curves for angular quantum numbers l = 1, 2, 3 are shown. For all coupling parameters considered, both Re(ω) and ∣Im(ω)∣ increase monotonically with growing magnetic charge Qm.
Tables 1 and 2 present the fundamental QNMs (n = 0) calculated using different numerical methods. These tables not only list the frequencies but also provide a rigorous accuracy comparison through the relative errors ϵ1 (between AIM and Bernstein methods) and ϵ2 (between AIM and WKB methods). From table 1, which focuses on the scalar perturbation with l = 0, we observe that ϵ1 is extremely small (typically less than 0.5%), indicating excellent agreement between the AIM and the Bernstein spectral method. This cross-validation confirms the high precision of our results for the l = 0 mode. In contrast, the relative error for the WKB method, ϵ2, is noticeably larger (reaching up to 9%). This quantitative evidence supports our earlier assertion that the WKB approximation is less reliable for low angular momentum modes (l = 0) due to the double-peak structure of the effective potential, thereby necessitating the use of the Bernstein method for this sector. Table 2 displays the results for higher multipole numbers (l = 1) for both scalar and electromagnetic perturbations. Here, the relative error ϵ2 remains consistently negligible (mostly below 0.1%). This result demonstrates that for l ≥ 1, the WKB approximation converges significantly and provides highly accurate frequencies comparable to the AIM. Consequently, these comparisons validate the numerical robustness of the hybrid approach employed in this work.

5.2. Λ-dependence

In this subsection, we investigate the influence of the cosmological constant Λ on the QNMs for both scalar and electromagnetic perturbations. The results are detailed in table 3. In these calculations, the black hole mass and magnetic charge are fixed at M = 1, Qm = 0.3 respectively. We also plot the the real part (oscillation frequency) and the imaginary part (damping rate) of the fundamental QNFs (n = 0) for the scalar and electromagnetic perturbations in figures 12 and 13. A clear trend emerges from the data and figures: as the cosmological constant Λ increases, both the real part of the QNF Re(ω) and the magnitude of the imaginary part ∣Im(ω)∣ decrease monotonically for both types of perturbations. Physically, the real part Re(ω) corresponds to the oscillation frequency of the perturbation, while the imaginary part ∣Im(ω)∣ represents the damping rate. Therefore, a larger cosmological constant leads to perturbations that oscillate at a lower frequency and decay more slowly (i.e. are longer-lived). This can be understood by considering that a larger Λ reduces the size of the potential cavity between the black hole and cosmological horizons, which in turn supports lower-frequency, longer-damped resonant modes. The range of the cosmological constant Λ is restricted to Λ ∈ [0, 0.08], which is well below the critical value Λc ≈ 0.11 where the black hole event horizon rh and the cosmological horizon rc coincide. This limitation is essential because, as Λ approaches Λc (in figure 3), the potential barrier separating the two horizons becomes extremely narrow, leading to significant numerical instability and rendering the calculated QNMs unreliable in that region.
Table 3. The fundamental QNFs (n = 0) of scalar perturbations and electromagnetic perturbations l = 1 for various ε and Λ. Other parameters are set to M = 1 and Qm = 0.3. The parameter ϵ2 represents relative errors between AIM and WKB methods.
Scalar field perturbation Electromagnetic field perturbation
ε Λ AIM WKB ϵ2(%) AIM WKB ϵ2(%)
1 0.01 0.281768 − 0.0951460i 0.281735 − 0.0952336i 0.031390 0.241923 − 0.0891115i 0.24182 − 0.0892346i 0.062358
0.05 0.211816 − 0.07773500i 0.211845 − 0.0777674i 0.019121 0.191863 − 0.0707426i 0.191835 − 0.0708107i 0.036163
0.07 0.171217 − 0.0645797i 0.171236 − 0.0646951i 0.063913 0.160089 − 0.0591985i 0.160138 − 0.059216i 0.030115

0 0.01 0.281779 − 0.0951194i 0.281753 − 0.095204i 0.029778 0.241944 − 0.0890852i 0.241854 − 0.0892002i 0.056664
0.05 0.211834 − 0.0777157i 0.211861 − 0.0777493i 0.019143 0.191884 − 0.0707257i 0.191852 − 0.0707951i 0.037424
0.07 0.171239 − 0.0645665i 0.171249 − 0.0646861i 0.065575 0.160111 − 0.0591870i 0.160065 − 0.05924i 0.041105

−1 0.01 0.281791 − 0.0950926i 0.281771 − 0.0951741i 0.028222 0.241966 − 0.0890587i 0.24189 − 0.0891654i 0.050760
0.05 0.211852 − 0.0776963i 0.21188 − 0.0777303i 0.019450 0.191904 − 0.0707087i 0.191879 − 0.0707755i 0.034891
0.07 0.171260 − 0.0645533i 0.171295 − 0.0646648i 0.063687 0.160132 − 0.0591754i 0.160085 − 0.0592292i 0.041846
Figure 12. Variation of scalar fundamental QNFs, (n = 0) with respect to the cosmological constant Λ for black hole with fixed M = 1, Qm = 0.3 and l = 1. Panels (a) and (b) display Re(ω) and ∣Im(ω)∣, respectively. The curves correspond to different coupling parameters: ε = 1 (blue), ε = 0 (orange), and ε = −1 (green). As Λ increases, both Re(ω) and ∣Im(ω)∣ decrease monotonically.
Figure 13. Variation of electromagnetic fundamental QNFs, (n = 0) with respect to the cosmological constant Λ for black hole with fixed M = 1, Qm = 0.3 and l = 1. Panels (a) and (b) display Re(ω) and ∣Im(ω)∣, respectively. The curves correspond to different coupling parameters: ε = 1 (blue), ε = 0 (orange), and ε = −1 (green). As Λ increases, both Re(ω) and ∣Im(ω)∣ decrease monotonically.

5.3. ε-dependence

Finally, we analyze the effect of the nonlinear electromagnetic coupling parameter ε on the QNMs. The variation of the fundamental QNFs for scalar and electromagnetic perturbations as a function of ε is displayed in figures 14 and 15, respectively. The most striking result is that the parameter ε has a remarkably weak influence on the fundamental QNFs. As shown in the two figures, both the real and imaginary parts of the QNFs remain almost constant even as ε varies over a wide range when the magnetic charge fixed Qm = 0.3 and 0.5. When Qm = 0.7, the real or imaginary part of the QNFs shows a more noticeable change as ε varies. These behaviors correspond to the potential function graphs, see figure 9.
Figure 14. Variation of scalar fundamental QNFs (n = 0) with respect to the nonlinear coupling parameter ε for black hole with fixed M = 1, Λ = 0.05 and l = 1. Panel (a) displays Re(ω) and panel (b) shows Im(ω). Each panel compares results for three different magnetic charges: Qm = 0.3 (blue), Qm = 0.5 (orange), and Qm = 0.7 (green). For smaller magnetic charges (Qm = 0.3, 0.5), both Re(ω) and ∣Im(ω)∣ exhibit minimal dependence on ε. However, for the larger magnetic charge (Qm = 0.7), increasing ε leads to a moderate decrease in both oscillation frequency and damping rate.
Figure 15. Variation of electromagnetic fundamental QNFs (n = 0) with respect to the nonlinear coupling parameter ε for black hole with fixed M = 1, Λ = 0.05 and l = 1. Panel (a) displays Re(ω) and panel (b) shows Im(ω). Each panel compares results for three different magnetic charges: Qm = 0.3 (blue), Qm = 0.5 (orange), and Qm = 0.7 (green). For smaller magnetic charges (Qm = 0.3, 0.5), both Re(ω) and ∣Im(ω)∣ exhibit minimal dependence on ε. However, for the larger magnetic charge (Qm = 0.7), increasing ε leads to a moderate decrease in both oscillation frequency and damping rate.

6. The greybody factor

In this section, we use the WKB approximation method to calculate GFs for scalar and ectromagnetic perturbation. The boundary condition for the scattering process is different from that of the QNMs, which can be written as
$\begin{eqnarray}\begin{array}{rcl}\psi & = & T(\omega ){{\rm{e}}}^{-{\rm{i}}\omega {r}_{* }},\quad {r}_{* }\to -\infty ,\\ \psi & = & {{\rm{e}}}^{-{\rm{i}}\omega {r}_{* }}+R(\omega ){{\rm{e}}}^{{\rm{i}}\omega {r}_{* }},\quad {r}_{* }\to +\infty ,\end{array}\end{eqnarray}$
where R and T represent the reflection coefficient and transmission coefficient, respectively. The GF is defined as the probability of an outgoing wave reaching to infinity or an incoming wave absorbed by the black hole. Therefore, ∣T(ω)∣2 is called the GF, and R(ω) and T(ω) should satisfy the following relation
$\begin{eqnarray}\begin{array}{r}| R(\omega ){| }^{2}+| T(\omega ){| }^{2}=1.\end{array}\end{eqnarray}$
Using the 6th-order WKB method, the reflection and transmission coefficients can be obtained
$\begin{eqnarray}\begin{array}{rcl}| R(\omega ){| }^{2} & = & \frac{1}{1+{{\rm{e}}}^{-2\pi {\rm{i}}{ \mathcal K }(\omega )}},\\ | T(\omega ){| }^{2} & = & \frac{1}{1+{{\rm{e}}}^{2\pi {\rm{i}}{ \mathcal K }(\omega )}}=1-| R(\omega ){| }^{2},\end{array}\end{eqnarray}$
where ${ \mathcal K }$ is a parameter which can be obtained by the WKB formula
$\begin{eqnarray}\begin{array}{r}{ \mathcal K }=\frac{{\rm{i}}\left({\omega }^{2}-V({r}_{0})\right)}{\sqrt{-2{V}^{{\prime\prime} }({r}_{0})}}+\displaystyle \sum _{i=2}^{6}{{\rm{\Lambda }}}_{i}.\end{array}\end{eqnarray}$
Notice that the accuracy of the WKB approximation is, in fact, excellent for any n < l, and for a given n, the relative agreement improves with increasing l [19, 20, 41].
In figures 1621, we show the behaviors of the GFs for scalar and ectromagnetic perturbation under varying the magnetic charge Qm, multipole number l and parameter ε. It is seen that the GFs exhibit noticeable decrease as Qm increases (see figures 1617). This suggests that when the magnetic charge Qm is reduced, the black hole becomes more effective at capturing and interacting with incoming matter or radiation. We also investigate how a change of angular number l in affects the corresponding behavior of the GFs (see figures 1819). The GFs also gradually decrease as l increases, which reveals that the GFs are higher for smaller values of l. With regard to difference ε, the GFs gradually increase as ε increases (see figures 2021). It indicates that black holes become less interactive with the surrounding radiation and allow more of perturbed field to escape. These are all consistent with the effective potentials in figures 49.
Figure 16. Greybody factors ∥T(ω)∥2 for massless scalar field perturbations on black hole with fixed M = 1, Λ = 0.05, and l = 1. The three panels display results for different coupling parameters ε = −1, 0, +1. Each panel compares the transmission probabilities for three values of magnetic charge Qm = 0.3 (red), Qm = 0.5 (orange), and Qm = 0.7 (green). Notably, the greybody factor decreases monotonically with increasing magnetic charge Qm for all coupling parameters.
Figure 17. Greybody factors ∥T(ω)∥2 for electromagnetic field perturbations on black hole with fixed M = 1, Λ = 0.05, and l = 1. The three panels display results for different coupling parameters ε = −1, 0, +1. Each panel compares the transmission probabilities for three values of magnetic charge Qm = 0.3 (red), Qm = 0.5 (orange), and Qm = 0.7 (green). Notably, the greybody factor decreases monotonically with increasing magnetic charge Qm for all coupling parameters.
Figure 18. Greybody factors ∥T(ω)∥2 for massless scalar field perturbations on black hole with fixed M = 1, Λ = 0.05, and Qm = 0.3. The three panels display results for different coupling parameters ε = −1, 0, +1. Each panel compares the transmission probabilities for three values of l = 1 (red), l = 2 (orange), and l = 3 (green). Notably, the greybody factor decreases monotonically with increasing l for all coupling parameters.
Figure 19. Greybody factors ∥T(ω)∥2 for electromagnetic field perturbations on black hole with fixed M = 1, Λ = 0.05, and Qm = 0.3. The three panels display results for different coupling parameters ε = −1, 0, +1. Each panel compares the transmission probabilities for three values of l = 1 (red), l = 2 (orange), and l = 3 (green). Notably, the greybody factor decreases monotonically with increasing l for all coupling parameters.
Figure 20. Greybody factors ∥T(ω)∥2 for massless scalar field perturbations on black hole with fixed M = 1, Λ = 0.05, and l = 1. The three panels display results for different magnetic charges Qm = 0.3, 0.5, 0.7. Each panel compares the transmission probabilities for three values of coupling parameters ε = −4 (red), ε = 0 (orange), and ε = 4 (green). Notably, the greybody factor increases monotonically with increasing ε for all magnetic charges.
Figure 21. Greybody factors ∥T(ω)∥2 for electromagnetic field perturbations on black hole with fixed M = 1, Λ = 0.05, and l = 1. The three panels display results for different magnetic charges Qm = 0.3, 0.5, 0.7. Each panel compares the transmission probabilities for three values of coupling parameters ε = −4 (red), ε = 0 (orange), and ε = 4 (green). Notably, the greybody factor increases monotonically with increasing ε for all magnetic charges.

7. Conclusion and discussion

In this paper, we have discussed the perturbations of different test fields on magnetically charged dS black holes in string-inspired EH theory, which involves a scalar field φ coupled to the electromagnetic field via a non linear function f(φ). Moreover, this black hole exhibits different horizon structures for ε > 0 and ε < 0. The influences of magnetic charge Qm, the parameter ε and the angular quantum number l on the corresponding effective potentials of the perturbations have been analyzed. We then accurately calculated the QNFs for massless scalar and electromagnetic field perturbations using the AIM and the WKB approximation, with the results from both techniques showing excellent agreement. Crucially, to address the potential failure of the WKB approximation for l = 0 scalar field perturbations, we employed the Bernstein spectral method as a verification tool, further solidifying the robustness of our results.
The analysis of primary parameters clearly demonstrated the accelerating effect of the magnetic charge Qm: an increase in Qm leads to a monotonic increase in both the real part (oscillation frequency) and the absolute value of the imaginary part (damping rate) of the QNFs. This suggests that black holes with larger magnetic charges oscillate at higher frequencies and return to equilibrium more quickly. In sharp contrast to the effect of Qm, the cosmological constant Λ, which defines the dS background, exhibits a noticeable inhibitory effect on the black hole's perturbation dynamics. As Λ increases, both the real part and the absolute value of the imaginary part of the QNFs decrease monotonically. Physically, a larger Λ corresponds to a smaller cosmological horizon, which effectively shortens the ‘round-trip' distance for the perturbation wave between the event horizon and the cosmological horizon. This results in a slower energy dissipation and consequently a slower decay rate. This Λ-driven damping effect stands in direct opposition to the accelerating effect caused by the magnetic charge Qm, with both parameters collectively shaping the final quasi-normal spectrum.
In summary, our work not only confirms the structural stability of magnetically charged dS black holes in EH gravity but also quantifies the combined influences of the three critical parameters—magnetic charge Qm non linear coupling ε, and the cosmological background Λ—on the black hole's quasi-normal oscillations. These results provide essential theoretical benchmarks for future gravitational wave astronomy and the testing of modified gravity theories. The calculated GFs serve as a direct link between the black hole's dynamical perturbation and its observable Hawking radiation spectrum, laying the groundwork for potentially extracting evidence of EH theory and the dS cosmic background information from astrophysical data.

We gratefully acknowledge support by the National Natural Science Foundation of China (NNSFC) (Grant No. 12365009), Jiangxi Provincial Natural Science Foundation (Grant No. 20232BAB201039) and Natural Science Basic Research Program of Shaanxi Province (Program No. 2023-JC-QN-0053) and (Program No. 2023-JC-QN-0267).

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