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ORIGINAL RESEARCH article

Front. Phys., 14 September 2021
Sec. Stellar and Solar Physics
Volume 9 - 2021 | https://doi.org/10.3389/fphy.2021.741427

Polar Quasinormal Modes of Neutron Stars in Massive Scalar-Tensor Theories

www.frontiersin.orgJose Luis Blázquez-Salcedo 1* www.frontiersin.orgFech Scen Khoo 1,2 www.frontiersin.orgJutta Kunz 2 www.frontiersin.orgVincent Preut 2
  • 1Departamento de Física Teórica II and IPARCOS, Facultad de Ciencias Físicas, Universidad Complutense de Madrid, Madrid, Spain
  • 2Institute of Physics, University of Oldenburg, Oldenburg, Germany

We study polar quasinormal modes of relativistic stars in scalar-tensor theories, where we include a massive gravitational scalar field and employ the standard Brans-Dicke coupling function. For the potential of the scalar field we consider a simple mass term as well as a potential associated with R2 gravity. The presence of the scalar field makes the spectrum of quasinormal modes much richer than the spectrum in General Relativity. We here investigate radial modes (l = 0) and quadrupole modes (l = 2). The general relativistic l = 0 normal modes turn into quasinormal modes in scalar-tensor theories, that are able to propagate outside of the stars. In addition to the pressure-led modes new scalar-led ϕ-modes arise. We analyze the dependence of the quasinormal mode frequencies and decay times on the scalar field mass.

1 Introduction

Following the first direct detections of gravitational waves, mostly emitted from merging black holes [1,2,3,4,5], there have been numerous further detections. Detections of merging neutron stars are much rarer events [6,7], including, in particular, the observation of the electromagnetic counterpart, which has opened the age of multi-messenger gravitational wave astronomy [811]. With this new channel of observation, it is possible to directly test the strong gravity regime. Therefore, the study of the properties of the gravitational waves emitted by astrophysical sources has become ever more important.

Gravitational waves from merging compact objects possess three phases, inspiral, merger and ringdown. The resonant frequencies that dominate the ringdown can be studied using quasinormal modes (QNMs) [1215]. Whereas currently the precision of the detected signals is mostly considered too low to extract information from the ringdown, detectors are expected to achieve the necessary sensitivity in the near future [16,17]. However, already now first attempts have been made to extract not only the dominant QNM but also subdominant QNMs from the ringdown phase [1821]. Clearly, QNMs represent crucial observables.

In the case of the QNMs of neutron stars, one additional difficulty is that their properties including their QNM spectrum depend on the equation of state (EOS), which describes the effective relation between energy density and pressure of the matter that composes the interior of the star. So far, the EOS is not well understood, and numerous models have been proposed (see e.g. [22]). Nonetheless, current observations allow to impose many constraints on the EOS [2326] and since the spectrum of neutron stars is much richer than the spectrum of black holes, even constraints on the theory of gravity are possible [16,27,28]. Moreover, universal relations between properly scaled global parameters of the neutron stars provide almost EOS independent relations, which can strongly enhance the analysis of neutron stars [29,30].

The spectrum of QNMs of neutron stars has already been well studied in General Relativity [3138]. When the background spacetime is static and spherically symmetric, the perturbations decouple into two independent channels, the axial (odd-parity) channel and the polar (even-parity) channel. Axial perturbations couple only to spacetime oscillations, and possess the so called rapidly damped w-modes [39]. Polar perturbations couple also to the matter of the star, thus their spectrum is much richer. In the simplest case one finds pressure-driven modes (the fundamental f-mode and the excited p-modes) as well as spacetime modes (w-modes).

A neutron star may possess, however, still further modes. In General Relativity these are a set of radial normal modes. These represent undamped modes, that turn into unstable modes when for a given equation of state the maximum of the neutron star mass is passed [2,4047]. The usual nomenclature for these modes is the fundamental F-mode and the excited H-modes. In General Relativity these modes are irrelevant for the ringdown, though, since radial perturbations cannot propagate outside the neutron stars.

Because of their extreme compactness neutron stars represent excellent laboratories to test General Relativity and alternative theories of gravity (see e.g., [28,4850]). For instance, universal relations in alternative theories of gravity can differ appreciably from those of General Relativity [29,30]. Moreover, the spectrum of neutron stars is typically much richer in alternative theories of gravity, since additional degrees of freedom are present. Therefore constraints on alternative theories of gravity are possible [16,27,28].

We now focus on QNMs in alternative theories of gravity with an additional scalar degree of freedom (see e.g. [51]). The QNMs of neutron stars in scalar-tensor theories STTs, were first considered in [52]. Here the polar f- and p-modes were obtained by making use of the Cowling approximation, which simplifies the calculations considerably, since the perturbations of the spacetime and the scalar field are frozen (see also [53] for the inclusion of rotation). The gravitational axial w-modes were studied first in [54]. As noted above, there is no coupling to the fluid or to the scalar field in the axial case, making these studies much simpler than the polar ones. For the axial QNMs the universal relations were investigated [55], also for a massive scalar field with self-interaction [56].

When one ventures beyond the Cowling approximation (see [57,58] for its effects on the fundamental quadrupole mode), qualitatively new types of polar modes arise, since scalar radiation can be produced. The detection of scalar radiation would represent a most important discovery, while the non-detection of scalar radiation would allow to put constraints on the theory. So far, the presence of scalar modes in STTs has only been studied in an exploratory way. The sector of radial neutron star oscillations has been explored first in [59], where scalar radiation from spontaneously scalarized neutron stars was addressed. Recently, some scalar modes and also quadrupole modes have been obtained in massive Brans-Dicke theories [57].

Such massive Brans-Dicke theories are closely related to f(R) theories, since the latter can be reformulated in terms of STTs [6062]. Among these theories, in particular, R2 gravity has received much attention in recent years. R2 gravity is based on the Lagrangian f(R) = R + aR2, with coupling parameter a. When reformulated and studied in the Einstein frame, a scalar field potential results, where the mass for the scalar field depends on the coupling parameter a, mφa−1/2 [6366]. For a → 0 the general relativistic limit is obtained, in contrast, for a a particular Brans-Dicke theory arises.

Neutron star properties have been studied in R2 gravity in [28,63,64,66,67]. Axial QNMs have been obtained in [51,68]. In R2 gravity the frequencies typically deviate significantly from the values in General Relativity, but the damping times differ appreciably only for small coupling constant a. Polar modes have been studied in the Cowling approximation in R2 theory [69]). Only recently, the full polar QNMs have been addressed without making use of the Cowling approximation, where, in particular, ultra long lived modes were shown to exist in the radial sector [57].

The present paper is devoted to a more detailed study of the QNMs of the full polar perturbations of realistic neutron stars in massive STTs, extending the previous analyses [57,68,69]. The paper is organized as follows. In section 2 we revisit the static neutron stars to fix the notation. In section 3 we provide the full polar perturbations for neutron stars, and derive the equations and boundary conditions describing the oscillations. In section 4 we make use of this formalism in order to calculate the polar modes. We here focus on the l = 2 fundamental mode and the l = 0 radial modes, analyzing their dependence on the parameters of the STTs, and the total mass of the configurations. We end the paper with our conclusions and an outlook.

2 Static Neutron Stars in Massive Scalar-Tensor Theory

2.1 Theoretical Framework

We consider massive STTs described by the action in the Einstein frame (G = c = 1) [70].

S[gμν,ϕ]=116πd4xgR2μϕμϕV(ϕ)+LM(A2(ϕ)gμν,χ),(1)

with the metric gμν, the curvature scalar R, the scalar field ϕ, the scalar potential V(ϕ), the nuclear matter action LM, and the standard Brans-Dicke coupling function

A(ϕ)=e13ϕ.(2)

We choose two examples for the potential V(ϕ) [71]: VI represents simply a mass term, and VII is related to R2 gravity [28,63,72,73].

VI=2mϕ2ϕ2,(3)
VII=3mϕ221e2ϕ32.(4)

To see the relation with R2 gravity, we recall its action in the Jordan frame

S[gμν*]=116πd4xg*R*+aR*2+LM(gμν*,χ),(5)

where R* is the Ricci scalar associated with the metric gμν*. The parameter a is a positive constant with units of [length]2, and controls the strength of the R2 deviation from General Relativity. This theory can be recast into a particular Brans-Dicke STT with Jordan frame action [63,65].

S[gμν*,ψ]=116πd4xg*ψR*U(ψ)+LM(gμν*,χ),(6)

with scalar field ψ, and potential U(ψ)

U(ψ)=R*ψf(R*)=14a(ψ1)2,ψ=dfdR*.(7)

The transition to the Einstein frame follows with help of the relations

gμν*=A2gμνR*=A2R6A3μμA,A2=ψ=e23ϕ.(8)

In the Einstein frame with the new metric gμν and the scalar field ϕ we then obtain the action (1) with the potential

V(ϕ)=14a1e2ϕ32.(9)

The potentials in the two frames are related by

U(ψ)=A4V(ϕ).(10)

This action (1) now has an explicit kinetic term for the scalar field. The parameter a is related to the mass of the scalar,

mϕ=16a.(11)

Note that, when the scalar field is weak, the potential is essentially quadratic, given by V(ϕ)ϕ23a. When a is set to zero, General Relativity is recovered with an infinitely massive scalar field, that is, hence, suppressed to zero. In the action in the Einstein frame (1) the matter and scalar field are non-minimally coupled. In contrast, in the Jordan frame (6) the scalar field is non-minimally coupled to the Ricci scalar, which makes the action highly non-linear. For further discussions on the Einstein and Jordan frames in STTs, see e.g., [72,73].

In this paper, we are working in the Einstein frame, and thus with the action (1). The field equation for the metric gμν is then given by,

Gμν=Tμν(S)+8πTμν(M)12V(ϕ)gμν,(12)

with Einstein tensor Gμν=Rμν12Rgμν. The energy-momentum tensor of the scalar field T(S) is given by

Tμν(S)=2μϕνϕgμνσϕσϕ,(13)

and the energy-momentum tensor of the matter T(M), which is assumed to be a perfect fluid, is

Tμν(M)=(ρ+p)uμuν+pgμν,(14)

where ρ is the energy density, p is the pressure, and uμ is the 4-velocity of the fluid. We assume the existence of a barotropic equation of state relating the energy density and the pressure, determined by the properties of matter at high densities. Since this relation is typically calculated in the equivalent (physical) Jordan frame, we need to transform the energy density and the pressure from the Jordan frame to the Einstein frame. The relations with the pressure p̂ and the density ρ̂ defined in the Jordan frame are

p=A4p̂,ρ=A4ρ̂,(15)

and the equation of state is a relation of the form ρ̂=ρ̂(p̂). The field equation for the scalar field in (1) is

μμϕ=4π1AdAdϕT(M)+14dVdϕ,(16)

where T(M) is the trace of the energy-momentum tensor of the matter.

2.2 Static Neutron Stars With Scalar Hair

For static and spherically symmetric neutron stars we consider the following Ansatz for the metric

ds2=gμν(0)dxμdxν=e2ν(r)dt2+e2λ(r)dr2+r2(dθ2+sin2θdφ2).(17)

The scalar field, energy density and pressure are simply given by ϕ = ϕ0(r), ρ̂=ρ̂0(r) and p̂=p̂0(r), respectively, and the four-velocity of the static fluid is given by u(0) = −eνdt.

Inside the star, the equations for the static functions are

1r2ddrr(1e2λ)=8πA04ρ̂0+e2λdϕ0dr2+12V0,(18)
2re2λdνdr1r2(1e2λ)=8πA04p̂0+e2λdϕ0dr212V0,(19)
dp̂0dr=(ρ̂0+p̂0)dνdr+1A0dA0dϕ0dϕ0dr,(20)
d2ϕ0dr2+dνdrdλdr+2rdϕ0dr=4π1A0dA0dϕ0A04(ρ̂03p̂0)e2λ+14dV0dϕ0e2λ,(21)

where A0 = A(ϕ0) and V0 = V(ϕ0).

The second order differential Eq. 21 for ϕ is obtained from the scalar field Eq. 16 at the static level, while the others come from the Einstein Eq. 12. The system of equations has to be complemented with an equation of state ρ̂0=ρ̂0(p0̂). Note that the static Einstein frame quantities p0=A(ϕ0)4p̂0 and ρ0=A(ϕ0)4ρ̂0, will appear in some formulas below (to simplify notation).

Solutions describing neutron stars have to satisfy certain boundary conditions. At the center of the star, the configuration has to be regular. An expansion yields

λ=43πAc4ρ̂c+112Vcr2+o(r4),(22)
ν=νc+23πAc4(3p̂c+ρ̂c)112Vcr2+o(r4),(23)
p̂=p̂c+(p̂c+ρ̂c)2πAc333dA0dϕ0|c(3p̂cρ̂c)+372dV0dϕ0|c+Vc122π3Ac4(3p̂c+ρ̂c)r2+o(r4),(24)
ϕ0=ϕc+2π3Ac3dA0dϕ0c(3p̂cρ̂c)+124dV0dϕ0cr2+o(r4),(25)

where νc = ν(0), p̂c=p̂(0), ϕc = ϕ0(0), Vc = V0(ϕc), Ac = A0(ϕc), etc. This expansion has only three free parameters νc, p̂c and ϕc, the others being determined by the couplings and the equation of state. However, a global solution that is asymptotically flat will have only one free parameter at the center (typically chosen to be the central pressure pĉ in the numerical calculations).

The border of the neutron star is defined by the point r = rs, where the pressure vanishes, p̂0(rs)=0. The physical (Jordan frame) radius of the star is given by Rs = A(ϕ0(rs))rs, see [68] for more details. Outside the neutron star there is no fluid, thus p̂0=ρ̂0=0 in Eqs 1821. We are interested in asymptotically flat solutions with vanishing scalar field at infinity. However, for a ≠ 0, the scalar field outside the star does not vanish. Nonetheless, sufficiently far from the star, the scalar field decays exponentially with ϕ1remϕr, and the background metric is essentially given by the Schwarzschild solution, with e2ν = e−2λ ∼ 1 − 2M/r, where M is the total mass of the neutron star.

The mass–radius relation for most of the background neutron star configurations investigated in the following is exhibited in Figure 1, where the mass M is given in solar masses M and the physical (Jordan frame) radius Rs in km. The chosen potential is VII (R2 gravity), and the scalar field mass mϕ assumes several values in the physically interesting mass range [74,75]. The color coding is purple, cyan, red, orange and green for mϕ = 1.08, 0.343, 0.108, 0.0343 and 0.0108 neV, respectively. Also shown are the general relativistic limit (black), and the case of a massless scalar field (blue). For the SLy equation of state the maximum mass of static neutron stars in General Relativity is slightly above two solar masses. In the STTs studied, the value of the maximum mass is increased the more, the smaller the scalar field mass is, reaching about 2.25 solar masses. At the same time, the neutron star radii become larger except for rather small neutron star masses.

FIGURE 1
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FIGURE 1. Mass M in solar masses M versus physical radius Rs in km. The colors represent different values of the scalar field mass mϕ, with the general relativistic limit in black.

3 Perturbations in Massive Scalar-Tensor Theory

3.1 Setup

In this section we present the quasinormal mode formalism, focusing on polar perturbations. In the Einstein frame, we perturb the background metric, the scalar field and the fluid in the following way:

gμν=gμν(0)(r)+ϵhμν(t,r,θ,φ),(26)
ϕ=ϕ0(r)+ϵδϕ(t,r,θ,φ),(27)
ρ=ρ0(r)+ϵδρ(t,r,θ,φ),(28)
p=p0(r)+ϵδp(t,r,θ,φ),(29)
uμ=uμ(0)(r)+ϵδuμ(t,r,θ,φ),(30)

where ϵ ≪ 1 is the perturbation parameter. The zeroth order of the configurations describes a static and spherically symmetric background, discussed in the previous section, while the perturbations are in general dependent on time, radial coordinate and angular directions.

Assuming that the perturbation functions can be expanded as a product of radial, temporal and angular components, they can be further separated into classes of axial and polar perturbations, depending on the transformation of the angular component under parity [2,7689]. For polar perturbations, the spherical harmonics transform as Ylm(θ, φ) → Ylm(πθ, π + φ) = (−1)lYlm(θ, φ). For a study of the current theory in the axial case we refer the reader to [68].

We follow the standard gauge convention previously used for neutron stars in General Relativity [78,83]. The corresponding Ansatz for the polar perturbations of the metric is

hμν(polar)=l,mrle2νH0Ylmiωrl+1H1Ylm00iωrl+1H1Ylmrle2λH2Ylm0000rl+2KYlm0000rl+2sin2θKYlmeiωtdω,(31)

in the order of (t, r, θ, φ) in the rows and columns of the matrix. The functions H0, H1, H2, K only depend on the radial coordinate r, the integer multipole numbers l, m, and the complex wave frequency ω, where ω = ωR + I for ωR,ωIR. The functions Ylm are the standard spherical harmonics. The scalar field can be decomposed as

δϕ=l,mrlϕ1Ylmeiωtdω,(32)

where again the function ϕ1 depends on r, l, m and ω.

Concerning the perturbation of the fluid inside the star, the scalar quantities, such as the energy density ρ and pressure p, can be decomposed similarly to the scalar field

δρ=l,mrlE1Ylmeiωtdω,δp=l,mrlΠ1Ylmeiωtdω,(33)

while the perturbation of the 4-velocity is given by

δuμ=l,m12rleνH0YlmrliωeνeλW/rrH1YlmiωrleνVθYlmiωrleνVϕYlmeiωtdω,(34)

The functions V and W depend on r, l, m, ω.

Before continuing, we note that although we have given the perturbations in the Einstein frame, they can be alternatively defined in the Jordan frame. Perturbations in the Jordan frame for the scalar and the metric (δψ and hμν*, respectively) can be expressed as a combination of the perturbations in the Einstein frame,

δψ=23e23ϕ0δϕ,hμν*=e23ϕ0hμν23gμν(0)δϕ.(35)

Concerning the energy density and pressure, the barotropic equation of state in the Jordan frame implies a relation between the perturbations δp, δρ and δϕ

δρ=dρ̂0dp̂0δp+4A03dA0dϕ0ρ̂0p̂0dρ̂0dp̂0δϕ.(36)

Note that the complex wave frequency ω is the same in the Jordan frame and in the Einstein frame.

3.2 Equations of the Polar Perturbations

Employing the Ansatz shown in the previous section for the perturbations on the field Eq. 12 and Eq. 16, leads to a system of ordinary differential equations in r, that is characterized by the eigenvalue ω, and the multipole number l, but that is independent of m because of the spherical symmetry.

The modified Einstein Eq. 12 result in six ordinary differential equations

d2Kdr2=8πe2λE1+12r22dϕ0dr2r24rdλdr+(le2λ+2)(l+1)H2+2dϕ0drdϕ1dr+16r3e2λrae43ϕ0e23ϕ012ldϕ0drϕ1+12r22lrdλdr+e2λ(l(l+1)2)2l(l+2)K+rdλdr2l3rdKdr+1rdH2dr+18r264πρr2e2λ+8dϕ0dr2r2+e2λr2ae23ϕ01216rdλdr+8(1e2λ)H0,(37)
dKdr=1rH2+dνdrrl1rK2dϕ0drϕ18πeλp+ρrW+18r4l(l+1)16dλdrre2λ+8(e2λ1)H1+18r64πρr2r2ae23ϕ012+8dϕ0dr2r2e2λH1,(38)
dH1dr=e2λrH2+dλdrdνdrl+1rH1+e2λrK16πre2λp+ρV,(39)
dH0dr=8πe2λrΠ12rω2e2νH1+l2r(l+1)e2λ2H02rdϕ0drdϕ1dr18r64πe2λpr2r2ae2λe23ϕ012+8e2λH2+12r2e2(λν)ω2r2e2λ(l1)(l+2)+2lrdνdr+1K+123rae2λe23ϕ0e43ϕ02ldϕ0drϕ1+rdνdr+1dKdr,(40)
dH0dr=dνdr+1rH2rω2e2νH1dνdr+l1rH0+lrK+4dϕ0drϕ1+dKdr,(41)
d2Kdr2d2H0dr2=16πe2λΠ14dϕ0drdϕ1dr+dνdr+1rdH2dr+2rω2e2νdH1dr2e2νω2rdλdrl2H112r2l2rdλdr4rdνdr+le2λ+e2λ2lH0+12r22e2ν+2λω2r2+4dϕ0dr2r24r2dλdrdνdr+4dνdr2r2+4r2d2νdr2H2+12r2+l2e2λ+2lrdνdr4rdλdr+le2λ+4rdνdr+2lH2+14r264πe2λpr24e2ν+2λω2r2+8r2dλdrdνdr8dϕ0dr2r28dνdr2r2K+14r24r(l+2)dλdrdνdr8r2d2νdr24l(l+1)r2ae2λ1e23ϕ02K+13r3rae2λe43ϕ0e23ϕ012ldϕ0drϕ1+1r(2l+1)dλdr+2dνdrdH0dr+dλdrdνdr2r(l+1)dKdr.(42)

In addition, it imposes the constraint

H2=H0.(43)

The scalar field Eq. 16 results in

d2ϕ1dr2=43πe2λ(E13Π1)+l2rdϕ0drH0+dϕ0dre2νω2rH1lrdϕ0drK+16r2e2λr26e2νω2+e23ϕ02e43ϕ01a+6lrdλdrdνdr+6l(1+l)(e2λ1)ϕ1+12r2rdϕ0drdλdr+2rdϕ0drdνdr+2rd2ϕ0dr2+dϕ0drl+4dϕ0drH2+dλdrdνdr2r(l+1)dϕ1dr+12dϕ0drdH2dr+dH0dr2dKdr.(44)

The barotropic condition on the equation of state (Eq. 36) becomes a relation between the energy density perturbation, pressure perturbation and scalar field perturbation,

E1=dρ̂0dp̂0Π143e43ϕ0ρ̂0p̂0dρ̂0dp̂0ϕ1.(45)

By tedious algebraic manipulations the nine Eqs 3745 can be simplified. For this purpose it is convenient to define the following function of the perturbations [90],

X=ω2p̂0+ρ̂0eνV1rdp̂0dreνλW+12p̂0+ρ̂0eνH0.(46)

The resulting minimal system of differential equations is given by a set of six first order differential equations for the functions Ψ=(K,H1,W,X,ϕ1,dϕ1dr), which takes the form

ddrΨ+σΨ=0,(47)

where σ is a matrix that depends in a complicated way on the static functions ν,λ,ϕ0,p̂0,ρ̂0, and also on the eigenvalue ω and the multipole number l.

Note that inside the star, the perturbation is described by the functions (K, H1), which parametrize the metric perturbation, (W, X) which parametrize the fluid perturbation and (ϕ1,dϕ1dr) which is the scalar field perturbation. Outside the star, the system simplifies, since p̂=ρ̂=0. For instance, W = X = 0 when there is no fluid, and the system reduces to a system of four first order differential equations for (K, H1) (metric) and (ϕ1,dϕ1dr) (scalar field).

Let us note that in STTs all perturbation equations are coupled with each other, whereas in the general relativistic limit, the system decouples on one hand into the metric and fluid perturbations, and on the other hand into the scalar field perturbation, which is simply governed by the minimally coupled scalar test field equation in the general relativistic limit.

3.3 Boundary Conditions and Asymptotic Behaviour

At the center of the star we impose regularity of the perturbations. This means that at the center of the star the perturbation functions satisfy the constraints

l(l+1)H1(0)2lK(0)16πAc4(p̂c+ρ̂c)W(0)=0,lΠ1(0)+l3Ac4(3p̂cρ̂c)ϕ1(0)+Ac4(p̂c+ρ̂c)l2K(0)ω2e2νcW(0)=0,leνcp̂c+ρ̂cX(0)l2K(0)=(8πl9Ac4(3p̂c+2ρ̂c)e2νcω2l72a(e43ϕc4e23ϕc+3))W(0),dϕ1dr(0)=0,lV(0)+W(0)=0,H2(0)K(0)=0,H0(0)K(0)=0.(48)

At infinity the massive scalar field is exponentially suppressed. Therefore the scalar perturbation is effectively asymptotically decoupled from the metric perturbations. Consequently, sufficiently far from the star, the oscillation can be described by the standard Zerilli function Zg(r) given by

H1(r)=3M(nr+M)nr2rl+1(2Mr)(nr+3M)Zg(r)+rrl(r2M)Fg(r),(49)
K(r)=nr2(n+1)+3M(nr+2M)rl+2(nr+3M)Zg(r)+1rlFg(r),(50)

where n = l(l + 1)/2, and Fg(r) is some supplementary function. Then the two first order equations for (K, H1) can be rewritten as a more standard Schrödinger-like equation for Zg

d2Zgdy2=(Gg(r)ω2)Zg(51)

with tortoise coordinate dydr=eλν and the effective potential Gg(r) for space-time perturbations

Gg(r)=2(r2M)r4(nr+3M)2n2(n+1)r3+3Mn2r2+9M2nr+9M3.(52)

Note that asymptotically, the potential goes to zero, Gg(r) → 0. Therefore the asymptotic behaviour of the perturbation is given by the combination of an ingoing and an outgoing solution of the form

ZgAineiωy+Aouteiωy.(53)

We now consider the scalar field. Since this component decouples exponentially from the metric perturbation sufficiently far from the star, the scalar field equation can also be reformulated as a Schrödinger-like equation. Defining

ϕ1(r)=rlZs(r),(54)

the equation then becomes

d2Zsdy2=(Gs(r)ω2)Zs(55)

with the (same) tortoise coordinate y, and Gs(r) denotes the effective potential for scalar perturbations

Gs(r)=12Mr1r2l(l+1)+2Mr+16a.(56)

Note that in this case, the potential goes asymptotically to Gs(r)16a=mϕ2. Therefore the scalar perturbation is asymptotically also given by a combination of outgoing and ingoing waves, but now of the form

ZsAineiΩy+AouteiΩy,(57)

where Ω satisfies the following dispersion relation for the scalar field perturbations

Ω2=ω2mϕ2.(58)

The appearance of Ω is related to the fact that the scalar field perturbations cannot propagate at the speed of light, like the space-time perturbations, since for finite values of a, the scalar field is massive. Only in the limit of a the scalar field becomes massless and we recover Ω = ω.

3.4 Outline of the Numerical Method

We now briefly summarize the numerical implementation of the quasinormal mode calculations. The very first step is the calculation of the background configurations. To this end we solve the static equations using Colsys [91]. The solutions are obtained by employing a compactified coordinate x=rrs+r, which allows to impose the physical boundary conditions exactly at the center of the star, at its surface rs and at infinity. The input parameters are the central pressure p̂c and the scalar field mass mϕ. The system has to be complemented with an equation of state. In this paper we shall focus on one particular choice for the equation of state, the SLy EOS [92], which is a representative model that captures the basic features of realistic neutron star models. We implement this equation of state by using a piece-wise polytropic approximation [93].

Once a particular background star with mass M is calculated, it is used to calculate the coefficients of the matrix σ of Eq. 47. Then we proceed to calculate the quasinormal modes for a particular configuration and a particular multipole number l. To do so, we solve the perturbation equations for a fixed value of ω in three different steps.

First we obtain two independent solutions of Eq. 47 inside the star, satisfying the conditions (48), and imposing X(rs) = 0. Second, these two solutions are continued outside the star, by requiring continuity of the metric and scalar field perturbations. These solutions are obtained up to some point ri > rs. We choose this ri so that ϕ0(ri) ≲ 10−4. In the third step, we calculate the phases of the metric and scalar perturbations in the background of a Schwarzschild solution with mass M. We impose purely outgoing wave solutions at infinity for both phases. To do so, we make use of the exterior complex scaling method on Eq. 51 and Eq. 55. For more details we refer the reader to [35,36,51,55,56,68,94,95].

Then we check if the phases obtained for the asymptotic behaviour of the perturbation, which satisfy the outgoing wave behaviour, match with the full perturbative solution obtained in a region 0 < r < ri. If they match, then ω is the eigenvalue of a quasinormal mode. If not, we repeat the process for different values of ω until matching is achieved. In this way, we investigate the spectrum for numerous configurations for several values of the scalar field mass mϕ. The real part of the eigenvalue, ωR, determines the frequency of oscillation. The inverse of the imaginary part determines the characteristic time of the perturbation, τ = 1/ωI (the damping time for stable perturbations, the instability timescale for unstable ones).

4 Results

Because of the nature of the polar perturbations, the spectrum of polar perturbations is much richer than the spectrum of axial perturbations, which involve only spacetime perturbations. Polar modes on the contrary feature different families of modes. In General Relativity static and spherically symmetric neutron stars not only possess spacetime modes (w-modes), they also possess modes related to the fluid perturbation. For l ≥ 2, the spectrum is dominated by the fundamental mode (f-mode), a nodeless fluctuation driven by pressure oscillations inside the star, which typically possesses the lowest frequency. But there are also excited pressure modes (p-modes) with higher values of the frequency.

When considering radial perturbations in General Relativity, stars are seen to possess a family of normal modes with ω2R, that become unstable beyond the maximum mass of the equation of state. These modes are well known in the literature [2,4147]. However, in General Relativity radial perturbations cannot propagate gravitational radiation outside the neutron star.

In STTs there is another degree of freedom, the scalar field ϕ. Therefore similarly to the scalar modes of hairy black holes [51,96,97], there are additional modes for scalarized neutron stars. The l = 0 modes can propagate outside the neutron stars in STTs, which makes them relevant for the study of gravitational waves. In addition, of course, dipole (l = 1) modes arise. These and the l = 0 modes are supported by the scalar field, but they are coupled via the field equations with oscillations of the metric and the neutron star fluid.

4.1 Quadrupole Modes

We start our discussion of the results with a detailed analysis of the properties of the quadrupole f-mode. The l = 2 fundamental mode is probably the most interesting mode as regards to astrophysical scenarios, since simulations in General Relativity show, that it tends to dominate the ringdown spectrum after a merger.

In Figure 2 we show the l = 2 fundamental mode for several values of the scalar field mass mϕ. In the left panel we show the frequency as a function of the total mass (in units of solar masses), and in the right panel the damping time (in seconds) as a function of the total mass. Different colors symbolize different values of the parameter a, and thus the scalar field mass mϕ, with purple, cyan, red, orange and green for mϕ = 1.08, 0.343, 0.108, 0.0343 and 0.0108 neV, respectively. In blue we show the massless case, and in black the general relativistic values for comparison. Note that for 1.08 neV the values are already very close to those of General Relativity, while below mϕ = 1 peV the values do not deviate significantly from the blue curve. The range of masses considered, 0.0108 ≤ mϕ ≤ 1.08 neV, is compatible with current observations and constraints on the mass of a hypothetical ultra light boson [74,75].

FIGURE 2
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FIGURE 2. Frequency ωR in kHz (left) and damping time τ in s (right) versus the total mass of the neutron star M (M) for the l = 2 f-mode. The colors represent different values of the scalar field mass mϕ, with the general relativistic limit in black.

Overall we observe that the frequency and the damping time do not change drastically when going to these STTs, finding typical variations within 10% of the general relativistic value. This behaviour is reminiscent of the previous observations for the axial modes [68]. Figure 2 (left) shows that a decrease of the mass of the scalar field leads to a decrease of the frequency, except for values of the stellar mass close to one solar mass, where the frequency rises slightly from the general relativistic value. Regarding the damping time, Figure 2 (right) shows that the overall value of τ decreases the more, the lighter the scalar field is.

To better understand the dependence of the fundamental mode on the mass mϕ of the scalar field, we now fix the mass M of the star, while we vary mϕ. In Figure 3 we show the l = 2 fundamental mode as a function of the scalar field mass mϕ. Each curve corresponds to a family of stars with fixed value of the mass, with orange, blue, pink and green for M = 2, 1.8, 1.5, and 1.2M, respectively. On the left we show the frequency and on the right the damping time, both normalized to the respective value in General Relativity. The figure clearly shows that the larger the scalar mass, the closer the frequency comes to the general relativistic value. In fact, the frequency and the damping time deviate only significantly when the scalar field mass is below the neV. The shortest damping time occurs for massless scalar fields, and the largest deviation occurs for not very massive neutron stars with M = 1.2M. We note that for M = 1.2M, the frequency rises slightly as the scalar mass is decreased. However, in general for sufficiently massive neutron stars, the maximum deviation of the frequency appears also for massless scalar fields, with a reduction of the frequency of around 10%.

FIGURE 3
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FIGURE 3. Frequency ωR in kHz (left) and damping time τ in s (right) versus the mass of the scalar field mϕ in neV for the l = 2 f-mode. The colors represent different values of the total mass M of the star. The frequency is normalized in terms of the corresponding frequency for a star of given mass in General Relativity. This value is obtained asymptotically as the mass of the scalar field is increased.

The presence of the scalar field allows for an additional type of l = 2 mode. In General Relativity this mode would correspond to the mode of an independent minimally coupled scalar field in the background of the neutron star, and therefore not be of much interest. In STTs, however, the equations for the scalar field perturbation and the matter and metric perturbations are coupled for polar modes. Therefore this new type of mode is necessarily present, and is dubbed l = 2 ϕ-mode, distinguishing it from the previously discussed l = 2 f-mode.

In Figure 4 we show the l = 2 ϕ-mode as a function of the mass M of the neutron star for several values of the scalar field mass mϕ. For reference, we include the mode that results from a minimally coupled scalar perturbation on the General Relativity (GR) background (black curve). Interestingly, there is very little dependence of the frequency and the damping time on the neutron star mass. Moreover, for most of the relevant mass range of the scalar field in these STTs the frequencies of these ϕ-modes are lower than the frequencies of the corresponding f-modes. In contrast, the damping times of the ϕ-modes (of the order ms) are much shorter than the damping times of the corresponding f-modes. In a ringdown spectrum the ϕ-modes will therefore fast decay, leaving the f-modes to dominate the spectrum.

FIGURE 4
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FIGURE 4. Frequency ωR in kHz (left) and damping time τ in ms (right) versus the total mass of the neutron star M (M) for the l = 2 ϕ-mode. The colors represent different values of the scalar field mass mϕ, with the general relativistic limit in black.

In Table 1 we show some values of the frequency and damping time of both quadrupole modes: the f-mode and the ϕ-mode. In particular, we show values for neutron stars of mass M = 2 M for several values of the scalar mass mϕ. For comparison we also show the respective values for the case of General Relativity.

TABLE 1
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TABLE 1. Values of the frequency ωR and the damping time τ for the quadrupole l = 2 modes for neutron stars with mass M = 2 M. Each column corresponds to a different value of the scalar field mass mϕ. In the upper row the f-mode is shown and in the lower one the ϕ-mode. For comparison, the respective GR values are also given.

Let us also mention here that, although we have not made a systematic study of the l = 2 excited modes, they also exist in the STTs. Our numerical results indicate that the overtones for both the f-mode and the ϕ-mode always possess larger frequencies and shorter damping times than the corresponding ground states.

4.2 Radial Modes

Gravitational monopole radiation does not exist in GR. Hence, the ringdown phase in astrophysically realistic scenarios is expected to be dominated by the l = 2 modes. In neutron stars the dominant mode would be the f-mode, discussed above. However, the additional scalar degree of freedom present in STTs implies that, in astrophysical scenarios, apart from the l = 2 f-mode, also the radial l = 0 modes could play an important role, when the neutron stars carry scalar hair.

The analysis of the l = 0 modes in STTs reveals indeed a rich spectrum, consisting of two families of modes, named again according to their general relativistic limits. First, there are the modes that reduce to the oscillations of the nuclear matter in the general relativistic limit. These are the fundamental pressure-led mode, the F-mode, and its excitations, the H1-mode, the H2-mode, etc. Second, there are the modes that reduce to oscillations of an independent minimally coupled scalar field in the general relativistic limit. These are the l = 0 ϕ-modes.

As discussed above, in General Relativity the equations for these two types of modes are completely decoupled. The physically interesting modes in General Relativity are the pressure-led modes. They represent normal modes, since l = 0 modes are confined to the interior of the stars here. The fundamental pressure-led mode, the F-mode, is of particular relevance, since it shows, that neutron stars become radially unstable beyond their maximum mass.

For the F-mode the eigenvalue ω is a positive real number, as long as the mass M of the neutron star increases with increasing central pressure, and the star is radially stable. Then ω becomes zero as the maximal neutron star mass is reached. Thus here a zero mode is encountered where the star is only marginally stable. Beyond the maximum mass of the star, ω becomes purely imaginary with ωI negative, i.e., the star becomes radially unstable.

The ϕ-modes, on the other hand, could in principle propagate outside the star, in case some external scalar field were minimally coupled to General Relativity, and a quasinormal mode analysis does yield a spectrum of such damped radial modes. However, the motivation for the presence of such a field in the environment of a neutron star would be typically lacking.

In STTs the picture changes almost completely. Only the instability of the stars beyond the maximum mass is still revealed by a purely imaginary eigenvalue with negative ωI. Most importantly, however, scalar radiation is a natural effect in STTs, since the scalar field is a relevant gravitational degree of freedom, that is intimately coupled with the tensor degrees of freedom. Consequently, the stable normal modes from General Relativity now turn into propagating and thus quasinormal modes (see e.g., the toy model studied in [98]): the presence of the gravitational scalar field now allows for these l = 0 modes to propagate outside the star.

We exhibit in Figure 5 the frequency ωR in kHz (left) and the imaginary part ωI in 1/ms (right) for the F-mode versus the total mass M in solar masses M for the neutron stars. As before, the colors represent different values of the scalar field mass mϕ, and the general relativistic limit is shown in black. On the unstable neutron star branches beyond the maximum mass ωI = 1/τ represents the inverse instability timescale.

FIGURE 5
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FIGURE 5. Frequency ωR in kHz (left) and inverse instability timescale ωI = 1/τ in 1/ms (right) versus the total mass of the neutron star M (M) for the l = 0 F-mode. The colors represent different values of the scalar field mass mϕ, with the general relativistic limit in black.

On the stable neutron star branches, in contrast, the very small positive values of ωI indicate the inverse damping time. While numerical inaccuracy does not allow us to precisely extract these values, the calculations indicate that the damping time is on the order of ∼ 105 years or larger. This means that these F-modes are ultra long lived [57]. In fact, these modes exist up to mϕ, where they turn into the normal modes of the respective general relativistic stars. Interestingly, long lived scalar radiation was also detected in core collapse processes in massive STTs [99102].

In Figure 6 we show the frequency ωR in kHz (left) and the inverse damping time ωI = 1/τ in 1/ms (right) versus the Compton wavelength Lϕ = 1/mϕ in km for the F-mode and the excited H-modes, H1 – H3, for a fixed value of the central density on the stable neutron star branch.

FIGURE 6
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FIGURE 6. Frequency ωR in kHz (left) and inverse damping time ωI = 1/τ in 1/ms (right) versus the Compton wavelength Lϕ = 1/mϕ in km for the l = 0 F-, H1-, H2- and H3-modes at fixed central density ρ̂0. For comparison, the inverse of the Compton wavelength Lϕ is shown in orange (left) and the size of the neutron star Lϕ = 2Rs in grey.

We note, that also for the excited modes the spectrum is qualitatively similar to the General Relativity case. But again the fundamental difference is that the normal modes of General Relativity turn into quasinormal modes in the STTs, that are allowed to propagate outside the star, since the pressure-led modes induce also oscillations in the scalar field, which itself is coupled to the metric functions in the field equations. Moreover, the excited H-modes are ultra long lived, as well. As an aside we note, that in STTs with spontaneously scalarized neutron stars, analogous ultra long lived quasinormal modes have not been observed [59].

For comparison Figure 6 (left) also shows the frequency which simply corresponds to the inverse of the Compton wavelength of the scalar field,

2πωR=c/Lϕ,(59)

and the size of the neutron star

Lϕ=2Rs,(60)

where Rs represents the radius of the family of stars. The figure shows, that for small values of the Compton wavelength Lϕ the frequencies ωR of the F-mode and the excited H-modes assume almost constant values, that increase with increasing excitation.

The (almost) mϕ-independence ends for the fundamental F-mode when Lϕ reaches the size of the star, and, analogously, for the excited H-modes, when appropriate fractions of the size of the star are reached. For the F-mode this happens when the Compton wavelength reaches Lϕ = 2Rs with mϕ = 0.052 neV, and for the first three H-modes for mϕ = 0.072, 0.16, 0.19 neV, respectively. For larger values of the Compton wavelength Lϕ the frequencies decrease according to ωR = 1/2πLϕ, thus the frequencies simply follow the scale given by the mass of the scalar field, as depicted by the orange curve in the left figure.

Figure 6 (right) shows that the inverse decay times 1/τ of the excited modes are indeed also very small. When estimating numerically the damping distances for these modes one finds that they should be equal or larger than ∼ 105 ly. This corresponds to the size of a large galaxy like the Milky Way, and possibly even larger.

As discussed above, in addition to the pressure-led l = 0 modes there are also the scalar-led l = 0 modes, the ϕ-modes. Figure 6 also shows the fundamental l = 0 ϕ-mode. Its frequency ωR follows always the scalar mass mϕ, as seen by the overlap of the green dots (ϕ-mode) and the orange curve (left). However, its imaginary part ωI = 1/τ increases rapidly with increasing Compton wavelength Lϕ, showing that these modes possess much shorter lifetimes.

In Figure 7 we exhibit the frequency ωR (kHz) (left) and the damping time τ (ms) (right) versus the total mass of the neutron star M (M) for the l = 0 ϕ-mode. As already seen for the l = 2 ϕ-mode, the frequency ωR changes only very little with the neutron star mass. The damping time shows so little dependence only in the limiting case of General Relativity, and for the massless scalar field.

FIGURE 7
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FIGURE 7. Frequency ωR in kHz (left) and damping time τ in ms (right) versus the total mass of the neutron star M (M) for the l = 0 ϕ-mode. The colors represent different values of the scalar field mass mϕ, with the general relativistic limit in black.

Finally, we show some values of the frequency and damping time of both radial modes, the F-mode and the ϕ-mode, in Table 2. In particular we show again values for neutron stars of mass M = 2 M for several values of the scalar mass mϕ, and compare again with the case of General Relativity.

TABLE 2
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TABLE 2. Values of the frequency ωR and the damping time τ for the radial l = 0 modes for neutron stars with mass M = 2 M. Each column corresponds to a different value of the scalar field mass mϕ. In the upper row the F-mode is shown and in the lower one the ϕ-mode. For comparison, the respective GR values are also given.

As a comment, let us note here that scalar-led l = 0 modes appear also in simulations of oscillating and collapsing neutron stars in chameleon theories, in addition to the fluid modes [103].

4.3 Comparison of Potentials

We finally briefly address the effect of the two different potentials, VI and VII (see Eq. 4), recalling that VI represents a STT with a mass term only, whereas VII is the potential derived from R2 gravity. In Figure 8 we exhibit a comparison of the l = 2 f-mode for both potentials and scalar mass mϕ = 0.108 neV. The insets highlight the differences.

FIGURE 8
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FIGURE 8. Frequency ωR in kHz (left) and damping time τ in s (right) versus the total mass of the neutron star M (M) for the l = 2 f-mode. The colors represent the two potentials VI and VII.

In Figure 9 and Figure 10 we exhibit a comparison of the radial modes. Figure 9 shows the l = 0 F-mode versus the neutron star mass for several values of the scalar field mass. Figure 10 shows the l = 0 F-mode and the l = 0 ϕ-mode versus the Compton wavelength of the scalar field for fixed central density.

FIGURE 9
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FIGURE 9. Frequency ωR in kHz (left) and inverse instability timescale ωI = 1/τ in 1/ms (right) versus the total mass of the neutron star M (M) for the l = 0 F-mode. The colors represent the two potentials VI and VII.

FIGURE 10
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FIGURE 10. Frequency ωR in kHz (left) and inverse damping time ωI = 1/τ in 1/ms (right) versus the Compton wavelength Lϕ = 1/mϕ in km for the l = 0 F-mode and l = 0 ϕ-mode at fixed central density ρ̂0. The colors represent the two potentials VI and VII. The size of the neutron star Lϕ = 2Rs is indicated in grey.

From the figures we conclude, that for the range of masses mϕ of the scalar field that are of interest [74,75], i.e., 10−9mϕ ≳ 10−13 eV, there is very little deviation between the quasinormal modes in these two theories. Deviations are most noticeable for the most compact configurations, close to the maximum mass, and in particular in the damping times.

Overall, the differences between both potentials are very small. While for potential VI there are no self-interaction terms, for VII these are always subleading. Other potentials may present larger deviations, but we expect that significant quantitative differences will only appear when the self-interaction terms of the potential are no longer subleading. The effect of large self-interaction terms will be explored in future work.

5 Conclusion

In this paper we have studied polar quasinormal modes of neutron stars in two STTs, one possessing a simple scalar field mass term and one corresponding to R2 gravity. We have presented the set of equations and the boundary conditions necessary to obtain these modes. The scalar field mass mϕ leads to a dispersion relation between the frequency of the spacetime oscillations and the scalar field oscillations as infinity is asymptotically approached.

We have analyzed the quasinormal modes for the SLy equation of state, a realistic equation of state that yields for static neutron stars in General Relativity a maximum mass slightly above two solar masses. In the STTs studied, the value of the neutron star maximum mass increases with decreasing scalar field mass, reaching about 2.25 solar masses. For the scalar field we have covered, in particular, the physically interesting mass range [74,75].

We have investigated the l = 2 modes, starting with the fundamental f-mode, and studied the effect of the mass of the gravitational scalar field of the STTs. Moreover, we have studied the l = 2 ϕ-modes, which represent a set of additional quadrupole radiation modes, present only in STTs. While they depend strongly on the scalar field mass, they depend only weakly on the neutron star mass.

In General Relativity, the quadrupole quasinormal modes represent the lowest multipole modes, that can propagate gravitational radiation. In STTs there is, of course, additional gravitational radiation, corresponding to l < 2 modes. Here we have analyzed the l = 0 quasinormal modes present in these STTs. In fact, the radial perturbations lead to a rich spectrum of modes.

We have shown that the pressure normal modes of General Relativity, the fundamental F-mode and its excitations, turn into propagating quasinormal modes in these STTs. For the observationally relevant range of the scalar mass these modes are ultra long lived. Thus the damping distance of the corresponding gravitational radiation corresponds to large distances of 105 or more light years.

When considering the dependence of these F-modes and the excited H-modes on the Compton wavelength of the scalar field, one finds almost constant values for their frequencies as long as the Compton wavelength is smaller than the size of the star (F-mode) or appropriate fractions of it (H-modes). Beyond these points, the frequencies decay with the inverse of the Compton wavelength.

Besides these pressure-led modes, there are also the l = 0 ϕ-modes in these STTs. The frequencies of the ϕ-modes show again very little dependence on the neutron star mass as seen already for the l = 2 ϕ-modes. In contrast to the pressure-led modes their damping times are on the order of ms.

The next steps will include the study of the l = 1 dipole modes, and the inclusion of rotation, at least at a perturbative level. Moreover, a whole set of realistic equations of state will be employed. Although qualitatively the results of this paper will not change for other matter models, the equation of state can have a significant effect on the specific values of the spectrum. However, a systematic study of a larger set of realistic equations of state will allow us to derive universal relations for the polar modes, analogously to the axial case [68]. Also other closely-related theories as, for example, STTs with potentials of cosmological interest [2,104-106] or STTs with spontaneous scalarization will be studied.

Numerical simulations show that the ringdown after a merger is dominated by three modes [107]; [108] that are interpreted as containing the fundamental f-mode and a mixture of the f-mode and a quasiradial F-mode of the remnant star [109]. The mixing occurs because of the decrease in symmetry when going from spherical to axial symmetry.

Whereas merger simulations have been mostly performed in General Relativity so far, recently the merger of neutron stars has also been considered in STTs [110]. Making use of an effective model to estimate the merger of neutron stars in R2 gravity, two modes have been found to dominate the ringdown [110]. On the other hand, the analysis of the merger of neutron stars in k-essence theory has shown that the l = 1 dipole modes tend to be suppressed by the screening mechanism [111]. It will be interesting to perform full merger simulations in STTs to extract the effects of the scalar field on the ringdown spectrum and its dependence on the scalar field mass.

Data Availability Statement

The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.

Author Contributions

All authors have contributed substantially to this paper and agree to be accountable for the content of the work.

Conflict of Interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s Note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Acknowledgments

We would like to thank Daniela D. Doneva, Burkhard Kleihaus, Zahra A. Motahar and Stoytcho S. Yazadjiev. We gratefully acknowledge support by the DFG Research Training Group 1620 Models of Gravity, the DFG project BL 1553, and the COST Actions CA15117 CANTATA and CA16104 GWverse. JLBS would like to acknowledge support from FCT project PTDC/FIS-AST/3041/2020.

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Keywords: relativistic stars - structure and stability, modified theories of gravity, gravitational waves, neutron star, quasinormal modes

Citation: Blázquez-Salcedo  JL, Khoo  FS, Kunz  J and Preut  V (2021) Polar Quasinormal Modes of Neutron Stars in Massive Scalar-Tensor Theories. Front. Phys. 9:741427. doi: 10.3389/fphy.2021.741427

Received: 14 July 2021; Accepted: 11 August 2021;
Published: 14 September 2021.

Edited by:

Grigorios Panotopoulos, Instituto Superior Técnico, Portugal

Reviewed by:

Masato Minamitsuji, Technical University of Lisbon, Portugal
Vasilis Oikonomou, Aristotle University of Thessaloniki, Greece

Copyright © 2021 Blázquez-Salcedo , Khoo , Kunz  and Preut . This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Jose Luis Blázquez-Salcedo , jlblaz01@ucm.es

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