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Plasma screening and the critical end point in the QCD phase diagram

Alejandro Ayala1,2    Bilgai Almeida Zamora3    J. J. Cobos-Martínez4    S. Hernández-Ortiz5    L. A. Hernández6,2,7    Alfredo Raya8,9    María Elena Tejeda-Yeomans10 1Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Apartado Postal 70-543, CdMx 04510, Mexico.
2Centre for Theoretical and Mathematical Physics, and Department of Physics, University of Cape Town, Rondebosch 7700, South Africa.
3Departamento de Investigación en Física, Universidad de Sonora, Boulevard Luis Encinas J. y Rosales, 83000, Hermosillo, Sonora, Mexico.
4Departamento de Física, Universidad de Sonora, Boulevard Luis Encinas J. y Rosales, 83000, Hermosillo, Sonora, Mexico.
5Institute for Nuclear Theory, University of Washington, Seattle, WA, 98195, USA.
6Departamento de Física, Universidad Autónoma Metropolitana-Iztapalapa, Av. San Rafael Atlixco 186, C.P, CdMx 09340, Mexico.
7 Facultad de Ciencias de la Educación, Universidad Autónoma de Tlaxcala, Tlaxcala, 90000, Mexico.
8Instituto de Física y Matemáticas, Universidad Michoacana de San Nicolás de Hidalgo, Edificio C-3, Ciudad Universitaria, Francisco J. Mújica s/n Col. Felícitas del Río. C. P. 58040, Morelia, Michoacán, Mexico.
9Centro de Ciencias Exactas, Universidad del Bío-Bío. Avda. Andrés Bello 720, Casilla 447, 3800708, Chillán, Chile.
10Facultad de Ciencias - CUICBAS, Universidad de Colima, Bernal Díaz del Castillo No. 340, Col. Villas San Sebastián, 28045 Colima, Mexico.
Abstract

In heavy-ion collisions, fluctuations of conserved charges are known to be sensitive observables to probe criticality for the QCD phase transition and to locate the position of the putative critical end point (CEP). In this work we seek to show that the Linear Sigma Model with quarks produces an effective description of the QCD phase diagram in which deviations from a Hadron Resonance Gas are due to plasma screening effects, encoded in the contribution of the ring diagrams. Accounting for these, it is possible to include in the description the effect of long-range correlations. To set the model parameters we use LQCD results for the crossover transition at vanishing chemical potential. Finally, studying baryon number fluctuations from the model, we show that the CEP can be located within the HADES and/or the lowest end of the NICA energy domain, sNN2\sqrt{s_{NN}}\sim 2 GeV.

I Introduction

In recent years, the study of hadron matter under extreme conditions of temperature and baryon density has become a subject of great interest. Of particular importance is the possibility of experimentally exploring the QCD phase structure by means of relativistic heavy-ion collisions. Currently, this exploration is carried out in experimental facilities such as RHIC, with the STAR Beam Energy Scan program, and HADES Adam, J. and others (2021); Adamczewski-Musch, J. and others (2020). Dedicated experiments soon to come on line, such as the NICA-MPD Kekelidze et al. (2017); Abgaryan et al. (2022) and FAIR-CBM Senger, P. (2017), are expected to widen the energy range for the exploration of the phase diagram.

From Lattice QCD (LQCD) calculations, its known that for finite temperature TT and vanishing baryon chemical potential μB\mu_{B}, the transition between the confined/chiral symmetry broken and the deconfined/partially restored chirally symmetric phases, is a crossover that occurs at a pseudocritical temperature Tc(μB=0)158T_{c}(\mu_{B}=0)\simeq 158 MeV Borsanyi et al. (2020); Bazavov et al. (2019); Aoki et al. (2006). Also from the calculations made using effective models Roessner, Simon and Ratti, Claudia and Weise, W. (2007); Ayala et al. (2020); Asakawa and Yazaki (1989); Ayala et al. (2018); Gao and Liu (2016); Gao and Pawlowski (2020), it can be found that this transition becomes first order at low TT and high μB\mu_{B}. Therefore, the point at which the first-order phase transition line in the TT vs μB\mu_{B} plane ends and the crossover begins, as the temperature increases, is called the Critical End Point (CEP). Unfortunately, LQCD calculations cannot be used to directly determine the position of this CEP due to the severe sign problem Ding et al. (2015) but results employing the Taylor series expansion around μB=0\mu_{B}=0 or the extrapolation from imaginary to real μB\mu_{B} values, suggest that the CEP has not yet been found for μB/T2\mu_{B}/T\leq 2 and 145T155145\leq T\leq 155 MeV Sharma (2017); Borsanyi et al. (2020); Borsányi et al. (2021).

The Hadron Resonance Gas Model (HRGM) describes the crossover transition line for low values of μB\mu_{B} found by LQCD Karsch (2017) when the occupation numbers are given in terms of Boltzman statistics Braun-Munzinger et al. (2003). Therefore, the strategy to locate the CEP consists in finding deviations from the statistical behavior of the HRGM. The statistical properties of a thermal system are characterized in terms of the cumulants of its conserved charges, that are extensive quantities Asakawa and Kitazawa (2016). To avoid uncertainties introduced by volume effects, the analyses involve ratios of these cumulants. The strategy narrows down to find deviations in the ratios of these cumulants from those obtained in HRGM, which are described by the Skellam distribution where the ratios of cumulants of even order are equal to 1. The baryon number is a conserved quantity that can be experimentally probed by means of measurements of proton multiplicities Adam et al. (2020); Abdallah et al. (2021a, b); Adamczewski-Musch, J. and others (2020). Therefore the location of the CEP can be identified by the appearance of critical behavior Hatta and Ikeda (2003); Stephanov et al. (1999); Bzdak et al. (2017, 2020); Athanasiou et al. (2010); Mroczek et al. (2021) in this and other conserved charges such as electric charge and strangeness, when a collision energy scan is performed.

In this work we study baryon number fluctuations as a function of the collision energy looking at the evolution of cumulant ratios, in the context of relativistic heavy ion collisions, using the Linear Sigma Model with quarks (LSMq) including the plasma screening effects. The latter are encoded in the ring diagram contribution to the effective potential which becomes a function of the order parameter after spontaneous chiral symmetry breaking. Therefore, the statistical properties of the system can be formulated in terms of fluctuations of this order parameter Stephanov (2009, 2011) when the collision energy sNN\sqrt{s_{NN}} and thus TT and μB\mu_{B}, are varied. To provide analytical insight, we employ the high temperature approximation and work in the chiral limit. Although these approximations have limitations in terms of the accuracy for the CEP localization, they are a useful guide for future more precise studies. The remaining of this work is organized as follows: In Sec. II we describe the LSMq and compute the effective potential up to the ring diagrams contribution, which requires computation of the self-energies corresponding to the meson degrees of freedom. The parameters of the model are fixed by requiring that the phase transition line in the vicinity of μB=0\mu_{B}=0 corresponds to the one found by the most recent LQCD calculations Borsanyi et al. (2020). In Sec. III, we formulate how baryon number fluctuations are described in terms of the probability distribution associated with the order parameter near the transition line and report the results obtained from the analysis of the cumulant ratios used to describe baryon number fluctuations as a function of sNN\sqrt{s_{NN}}. We show that these ratios deviate from the expectations of the HRGM for energies around sNN46\sqrt{s_{NN}}\sim 4-6 GeV and that the CEP can be found at energies sNN2\sqrt{s_{NN}}\sim 2 GeV. The model thus predicts that the CEP can be found either in the lowest NICA or within the HADES energy domain. We finally summarize in Sec. IV. The complete analysis can be found in Ref. Ayala et al. (2022).

II Linear Sigma Model with quarks

The QCD phase diagram can be partially described by effective models; they can be used to explore different regions in parameter space depending on the degrees of freedom in the model. Given that LQCD calculations find that coincident deconfinement and chiral symmetry restoration transitions lines, it should be possible to explore the phase diagram emphasizing the chiral aspects of the transition only, like LSMq does. The Lagrangian of the LSMq is given by

\displaystyle\mathcal{L} =\displaystyle= 12(μσ)2+12(μπ)2+a22(σ2+π2)\displaystyle\frac{1}{2}(\partial_{\mu}\sigma)^{2}+\frac{1}{2}(\partial_{\mu}\vec{\pi})^{2}+\frac{a^{2}}{2}(\sigma^{2}+\vec{\pi}^{2})
λ4(σ2+π2)2+iψ¯γμμψgψ¯(σ+iγ5τπ)ψ,\displaystyle-\frac{\lambda}{4}(\sigma^{2}+\vec{\pi}^{2})^{2}+i\bar{\psi}\gamma^{\mu}\partial_{\mu}\psi-g\bar{\psi}(\sigma+i\gamma_{5}\vec{\tau}\cdot\vec{\pi})\psi,

where ψ\psi is a SU(2)SU(2) isospin doublet of quarks,

π=(π1,π2,π3),\displaystyle\vec{\pi}=(\pi_{1},\pi_{2},\pi_{3}), (2)

and σ\sigma are isospin triplet and singlet, corresponding to the three pions and the sigma meson, respectively. The squared mass parameter a2a^{2} and the self-coupling λ\lambda and gg are taken to be positive and, for the purpose of describing the chiral phase transition at finite TT and μB\mu_{B}, they need to be determined from conditions close to the phase boundary, and not from vacuum conditions. In order to allow for a spontaneous symmetry breaking, we work in the strict chiral limit and we let the σ\sigma field to develop a vacuum expectation value vv, namely,

σσ+v,\displaystyle\sigma\rightarrow\sigma+v, (3)

which can later be taken as the order parameter of the transition. After this shift, the Lagrangian can be rewritten as

\displaystyle{\mathcal{L}} =\displaystyle= 12(μσ)2+12(μπ)212(3λv2a2)σ2\displaystyle\frac{1}{2}(\partial_{\mu}\sigma)^{2}+\frac{1}{2}(\partial_{\mu}\vec{\pi})^{2}-\frac{1}{2}\left(3\lambda v^{2}-a^{2}\right)\sigma^{2} (4)
\displaystyle- 12(λv2a2)π2+a22v2λ4v4\displaystyle\frac{1}{2}\left(\lambda v^{2}-a^{2}\right)\vec{\pi}^{2}+\frac{a^{2}}{2}v^{2}-\frac{\lambda}{4}v^{4}
+\displaystyle+ iψ¯γμμψgvψ¯ψ+Ib+If,\displaystyle i\bar{\psi}\gamma^{\mu}\partial_{\mu}\psi-gv\bar{\psi}\psi+{\mathcal{L}}_{I}^{b}+{\mathcal{L}}_{I}^{f},

where Ib{\mathcal{L}}_{I}^{b} and If{\mathcal{L}}_{I}^{f} are given by

Ib\displaystyle{\mathcal{L}}_{I}^{b} =λ4σ4λvσ3λv3σλσ2π+π2λvσπ+π\displaystyle=-\frac{\lambda}{4}\sigma^{4}-\lambda v\sigma^{3}-\lambda v^{3}\sigma-\lambda\sigma^{2}\pi^{+}\pi^{-}-2\lambda v\sigma\pi^{+}\pi^{-}
λ2σ2(π0)2λvσ(π0)2λ(π+)2(π)2\displaystyle-\frac{\lambda}{2}\sigma^{2}(\pi^{0})^{2}-\lambda v\sigma(\pi^{0})^{2}-\lambda(\pi^{+})^{2}(\pi^{-})^{2}
λπ+π(π0)2λ4(π0)4+a2vσ\displaystyle-\lambda\pi^{+}\pi^{-}(\pi^{0})^{2}-\frac{\lambda}{4}(\pi^{0})^{4}+a^{2}v\sigma
If\displaystyle{\mathcal{L}}_{I}^{f} =gψ¯(σ+iγ5τπ)ψ.\displaystyle=-g\bar{\psi}(\sigma+i\gamma_{5}\vec{\tau}\cdot\vec{\pi})\psi. (5)

The expressions in Eq. (5) describe the interactions among the fields σ\sigma, π\vec{\pi} and ψ\psi, after symmetry breaking.

From Eq. (4) we can see that the sigma, the three pions and the quarks have masses given by

mσ2\displaystyle m^{2}_{\sigma} =3λv2a2,mπ2=λv2a2,\displaystyle=3\lambda v^{2}-a^{2},\ \ \ \ \ \ m^{2}_{\pi}=\lambda v^{2}-a^{2},
mf\displaystyle m_{f} =gv,\displaystyle=gv, (6)

respectively. We study the behavior of the effective potential in order to analyze the chiral symmetry restoration conditions in terms of temperature and quark chemical potential. The effective potential includes the classical potential or tree-level contribution, the one-loop correction both for bosons and fermions and the ring diagrams contribution, which accounts for the plasma screening effects.

The tree-level potential is given by

Vtree(v)=a22v2+λ4v4,V^{\text{tree}}(v)=-\frac{a^{2}}{2}v^{2}+\frac{\lambda}{4}v^{4}, (7)

whose minimum is found at

v0=a2λ.v_{0}=\sqrt{\frac{a^{2}}{\lambda}}. (8)

Since v00v_{0}\neq 0 then chiral symmetry is spontaneously broken. To include quantum corrections at finite temperature and density, we work within the imaginary-time formalism of thermal field theory. The general expression for the one-loop boson contribution can be written as

Vb(v,T)=Tnd3k(2π)3lnDb(ωn,k)1/2,V^{\text{b}}(v,T)=T\sum_{n}\int\frac{d^{3}k}{(2\pi)^{3}}\ln D_{\text{b}}(\omega_{n},\vec{k})^{1/2}, (9)

where

Db(ωn,k)=1ωn2+k2+mb2,D_{\text{b}}(\omega_{n},\vec{k})=\frac{1}{\omega_{n}^{2}+k^{2}+m_{b}^{2}}, (10)

is the free boson propagator with mb2m_{b}^{2} being the square of the boson mass and ωn=2nπT\omega_{n}=2n\pi T the Matsubara frequencies for boson fields.

For a fermion field with mass mfm_{f}, the general expression for the one-loop correction at finite temperature and quark chemical potential μ=μB/3\mu=\mu_{B}/3 is

Vf(v,T,μ)=Tnd3k(2π)3Tr[lnSf(ω~n,k)1],V^{\text{f}}(v,T,\mu)=-T\sum_{n}\int\frac{d^{3}k}{(2\pi)^{3}}\text{Tr}[\ln S_{\text{f}}(\tilde{\omega}_{n},\vec{k})^{-1}], (11)

where

Sf(ω~n,k)=1γ0(ω~n+iμ)++mf,S_{\text{f}}(\tilde{\omega}_{n},\vec{k})=\frac{1}{\gamma_{0}(\tilde{\omega}_{n}+i\mu)+\not{k}+m_{f}}, (12)

is the free fermion propagator and ω~n=(2n+1)πT\tilde{\omega}_{n}=(2n+1)\pi T are the Matsubara frequencies for fermion fields. The ring diagrams term is given by

VRing(v,T,μ)=T2nd3k(2π)3ln[1+ΠbDb(ωn,k)],\displaystyle V^{\text{Ring}}(v,T,\mu)=\frac{T}{2}\sum_{n}\int\frac{d^{3}k}{(2\pi)^{3}}\ln[1+\Pi_{\text{b}}D_{b}(\omega_{n},\vec{k})],
(13)

where Πb\Pi_{\text{b}} is the boson self-energy. The self-energies for the sigma and pion fields are in general different. However, we are working in the high-temperature approximation, keeping only the leading matter effects. In this approximation the boson self-energies become mass independent and therefore independent of the boson species. Additionally, because no external agent that might couple to the electric charge, such as a magnetic field, is considered, there is no distinction between neutral and charged pions and we can write Ayala et al. (2021)

Πb\displaystyle\Pi_{\text{b}} \displaystyle\equiv Πσ=Ππ±=Ππ0\displaystyle\Pi_{\sigma}=\Pi_{\pi^{\pm}}=\Pi_{\pi^{0}}
=\displaystyle= λT22NfNcg2T2π2[Li2(eμT)+Li2(eμT)],\displaystyle\lambda\frac{T^{2}}{2}-N_{\text{f}}N_{\text{c}}g^{2}\frac{T^{2}}{\pi^{2}}\left[\text{Li}_{2}\left(-e^{-\frac{\mu}{T}}\right)+\text{Li}_{2}\left(-e^{\frac{\mu}{T}}\right)\right],

where NcN_{\text{c}} and NfN_{\text{f}} are the number of colors and flavors, respectively, while Li2(x){\rm Li}_{2}(x) stands for the polylogarithm function of order 2.

Wrapping all the ingredients together, the effective potential at finite temperature and baryon density, up to the contribution of the ring diagrams, after renormalization of the boson and fermion masses in the MS¯\overline{\text{MS}} scheme at the ultraviolet scale μ~\tilde{\mu}, the effective potential can be written as

Veff(v)\displaystyle V^{\text{eff}}(v) =a22v2+λ4v4+b=π±,π0,σ{T4π290+T2mb224T(mb2+Πb)3/212πmb464π2[ln(μ~2(4πT)2)+2γE]}\displaystyle=-\frac{a^{2}}{2}v^{2}+\frac{\lambda}{4}v^{4}+\sum_{\text{b}=\pi^{\pm},\pi^{0},\sigma}\left\{-\frac{T^{4}\pi^{2}}{90}+\frac{T^{2}m_{\text{b}}^{2}}{24}-\frac{T(m_{\text{b}}^{2}+\Pi_{\text{b}})^{3/2}}{12\pi}-\frac{m_{\text{b}}^{4}}{64\pi^{2}}\left[\ln\left(\frac{\tilde{\mu}^{2}}{(4\pi T)^{2}}\right)+2\gamma_{E}\right]\right\}
+NcNf{mf416π2[ln(μ~2T2)ψ0(12+iμ2πT)ψ0(12iμ2πT)+ψ0(32)2(1+ln(2π))+γE]\displaystyle+N_{\text{c}}N_{\text{f}}\left\{\frac{m_{f}^{4}}{16\pi^{2}}\Big{[}\ln\left(\frac{\tilde{\mu}^{2}}{T^{2}}\right)-\psi^{0}\left(\frac{1}{2}+\frac{i\mu}{2\pi T}\right)-\psi^{0}\left(\frac{1}{2}-\frac{i\mu}{2\pi T}\right)\right.+\psi^{0}\left(\frac{3}{2}\right)-2\left(1+\ln(2\pi)\right)+\gamma_{E}\Big{]}
mf2T22π2[Li2(eμT)+Li2(eμT)]+T4π2[Li4(eμT)+Li4(eμT)]},\displaystyle-\left.\frac{m_{\text{f}}^{2}T^{2}}{2\pi^{2}}\left[\text{Li}_{2}\left(-e^{-\frac{\mu}{T}}\right)+\text{Li}_{2}\left(-e^{\frac{\mu}{T}}\right)\right]+\frac{T^{4}}{\pi^{2}}\left[\text{Li}_{4}\left(-e^{-\frac{\mu}{T}}\right)+\text{Li}_{4}\left(-e^{\frac{\mu}{T}}\right)\right]\right\}, (15)

with γE0.57721\gamma_{E}\simeq 0.57721 denoting the Euler-Mascheroni constant. Equation (15), with the boson self-energies given in Eq. (LABEL:Pileading), provide the necessary tools to explore the effective phase diagram of QCD from the chiral symmetry restoration/breaking point of view.

The matter correction to the boson mass is encoded in the boson self-energy. For a second order (our approach to a crossover due the strict chiral limit) these corrections should cause the thermal boson masses to vanish when the symmetry is restored. This means that in the transition, the effective potential not only develops a minimum but it is also flat (the second derivative vanishes) at v=0v=0. This property can be exploited to find the suitable values of the model parameters aa, λ\lambda and gg at the critical temperature Tc0T_{c}^{0} for μBc=0\mu_{B}^{c}=0. So, the condition to produce a flat effective potential at TcT_{c} for μB=0\mu_{B}=0 can be written as Ayala et al. (2021)

6\displaystyle 6 λ\displaystyle\lambda (Tc212Tc4π(Πba2)1/2\displaystyle\left(\frac{T_{c}^{2}}{12}-\frac{T_{c}}{4\pi}\left(\Pi_{\text{b}}-a^{2}\right)^{1/2}\right. (16)
+\displaystyle+ a216π2[ln(μ~2(4πTc)2)+2γE])\displaystyle\left.\frac{a^{2}}{16\pi^{2}}\left[\ln\left(\frac{\tilde{\mu}^{2}}{(4\pi T_{c})^{2}}\right)+2\gamma_{E}\right]\right)
+\displaystyle+ g2Tc2a2=0.\displaystyle g^{2}T_{c}^{2}-a^{2}=0.

where, from Eq. (LABEL:Pileading),

Πb(Tc0,μBc=0)=[λ2+g2](Tc0)2.\displaystyle\Pi_{\text{b}}(T_{c}^{0},\mu_{B}^{c}=0)=\left[\frac{\lambda}{2}+g^{2}\right](T_{c}^{0})^{2}. (17)

We take μ~=500\tilde{\mu}=500 MeV, which is large enough to be considered the largest energy scale in our problem. Notice that the dependence in μ~\tilde{\mu} is only logarithmic, therefore small variations on this parameter do not change significantly the result. To fix λ\lambda, gg and aa, we look for a set of parameters such that the solutions of Eq. (16) produce a curve comparable to the LQCD transition curve at Tc0158T_{c}^{0}\simeq 158 MeV. In order to compare the curves, we use a common parameterization of the LQCD transition curve given by

Tc(μB)Tc0=1κ2(μBTc0)2+κ4(μBTc0)4,\frac{T_{c}(\mu_{B})}{T_{c}^{0}}=1-\kappa_{2}\left(\frac{\mu_{B}}{T_{c}^{0}}\right)^{2}+\kappa_{4}\left(\frac{\mu_{B}}{T_{c}^{0}}\right)^{4}, (18)

with κ2=0.0153\kappa_{2}=0.0153 and κ4=0.00032\kappa_{4}=0.00032 Borsanyi et al. (2020); Guenther (2021). In other words, fixing the parameters is reduced to finding the set of λ\lambda, gg and aa such that the coefficients κ2\kappa_{2} and κ4\kappa_{4} of their transition curve are comparable to those given by LQCD. Explicitly, we first fix a value of λ\lambda, and find the solution of Eq. (16) for gg and aa that, from the effective potential in Eq, (15), produce a phase transition at the values of Tc(μB)T_{c}(\mu_{B}), hereafter simply referred to as TcT_{c}, and μB\mu_{B} given by Eq. (18). We then repeat the procedure for other values of λ\lambda. In this manner, the solutions can be expressed as a relation between the couplings gg and λ\lambda

g(λ)=0.31+1.94λ2.06λ2+0.97λ30.20λ4,g(\lambda)=0.31+1.94\lambda-2.06\lambda^{2}+0.97\lambda^{3}-0.20\lambda^{4}, (19)

and a relation between aa and λ\lambda

a(λ)Tc\displaystyle\frac{a(\lambda)}{T_{c}} =\displaystyle= 0.35+2.08λ2.21λ2+1.03λ30.21λ4.\displaystyle 0.35+2.08\lambda-2.21\lambda^{2}+1.03\lambda^{3}-0.21\lambda^{4}. (20)

Since Eq. (16) is non-linear, the set of parameters is not unique.

With all the parameters fixed, we can study the properties of the effective potential and find the values of TcT_{c} and μBc\mu_{B}^{c} where the chiral phase transition takes place. Figure 1 shows the effective potential as a function of the order parameter. We take as examples three different sets of values of TcT_{c} and μBc\mu_{B}^{c} along the transition curve using a=148.73a=148.73 MeV, λ=1.4\lambda=1.4 and g=0.88g=0.88. Notice that for μB=0\mu_{B}=0 and Tc=158T_{c}=158 MeV the phase transition is second order. As μB\mu_{B} increases, the phase transition is signaled by a flatter effective potential until the chemical potential and temperature reach values μBCEP\mu_{B}^{\text{CEP}} and TCEPT^{\text{CEP}}, where the effective potential develops a barrier between degenerate minima. For μBc>μBCEP\mu_{B}^{c}>\mu_{B}^{\text{CEP}} and Tc<TCEPT_{c}<T^{\text{CEP}}, the phase transitions are always first order. This is shown more clearly in Fig. 2, where we show the phase diagrams thus obtained. The upper panel is computed using λ=1.4\lambda=1.4, g=0.88g=0.88 and a=148.73a=148.73 MeV. The lower panel is computed with λ=0.4\lambda=0.4, g=0.82g=0.82 and a=141.38a=141.38 MeV. The solid (red) lines represent second order phase transitions, our proxy for crossover transitions, whereas the dotted (blue) lines correspond to first order phase transitions. The star symbol represents the location of the CEP. These are the results directly obtained from our analysis. In all cases, we locate the CEP in a region of low temperatures and high quark chemical potential. Also, variations of the model parameters do not change the CEP position appreciably.

Refer to caption
Figure 1: VeffV^{\text{eff}} as a function of the order parameter for different sets of values of TcT_{c} and μBc\mu_{B}^{c} along the transition curve using a=148.73a=148.73 MeV, λ=1.4\lambda=1.4 and g=0.88g=0.88. For μB=0\mu_{B}=0 and Tc0=158T_{c}^{0}=158 MeV the phase transition is second order. For μBCEP=807\mu_{B}^{\text{CEP}}=807 MeV and TCEP=71.5T^{\text{CEP}}=71.5 MeV, where the CEP is located, the phase transition becomes first order.

In fact, for the allowed range of values of aa, λ\lambda and gg, the CEP location ranges between 786 MeV <μBCEP<849<\mu_{B}^{\text{CEP}}<849 MeV and 69 MeV <TCEP<70.3<T^{\text{CEP}}<70.3 MeV. Now that we have the complete analysis of the phase diagram from the effective potential, in the next section we introduce the elements necessary to study the phase diagram in terms of baryon number fluctuations.

III Baryon number fluctuations

To study the fluctuations in the number of baryons predicted by the analysis, we start by looking at the probability distribution, which is a function of the order parameter around the equilibrium value in the restored symmetry phase v=0\langle v\rangle=0 given by

𝒫(v)=exp{ΩVeff(v)/T},\displaystyle{\mathcal{P}(v)}=\exp\left\{-\Omega V^{\text{eff}}(v)/T\right\}, (21)

where, the factor Ω\Omega represents the system volume. For this work, we explored large volumes compared to the typical fireball size created in heavy ion collisions, to simulate the thermodynamic limit. Using λ=1.4\lambda=1.4, g=0.88g=0.88 and a=148.73a=148.73 MeV, we illustrate in Fig. 3 the normalized probability distribution for different pairs of μBc\mu_{B}^{c}, TcT_{c} along the transition curve. We have extended the domain of the order parameter making v|v|v\to|v| to include negative values and ensure that its average satisfies v=0\langle v\rangle=0. Notice that for μB=0\mu_{B}=0 and Tc0T_{c}^{0}, for which the phase transition is second order, the probability distribution is Gaussian-like, albeit wider. This is due to the fact that quartic terms in vv are important for these values of μBc\mu_{B}^{c} and TcT_{c} producing a wider distribution around v\langle v\rangle. As μBc\mu_{B}^{c} increases and the phase transition becomes first order for μBc>μBCEP\mu_{B}^{c}>\mu_{B}^{\text{CEP}} and Tc<TCEPT_{c}<T^{\text{CEP}}, the phase transitions are always first order and the probability distribution develops secondary peaks that reflect the fact that for first order phase transitions the effective potential develops degenerate minima.

Refer to caption
Refer to caption
Figure 2: Examples of effective phase diagrams obtained for two choices of the possible sets of parameters aa, λ\lambda and gg. The upper panel is computed with λ=1.4\lambda=1.4, g=0.88g=0.88 and a=148.73a=148.73 MeV. The lower panel is computed with λ=0.4\lambda=0.4, g=0.82g=0.82 and a=141.38a=141.38 MeV. Notice that the position of the CEP is not significantly altered by varying the choice of parameters. For the allowed range of values of aa, λ\lambda and gg, the CEP location ranges between 786 MeV <μBCEP<849<\mu_{B}^{\text{CEP}}<849 MeV and 69 MeV <TCEP<70.3<T^{\text{CEP}}<70.3 MeV. Adapted from Ayala et al. (2022).

We emphasize that the features of the probability distributions for first order phase transitions are due to the inclusion of the ring diagrams and thus of the plasma screening. If these effects were not included, the development of secondary peaks in the probability distribution would not occur and, therefore, deviations from the Skellam statistic would not be possible. To understand the properties of the probability distribution we calculate the behavior of the fourth order cumulant, also known as kurtosis. Figure 4 shows the kurtosis κ\kappa, as functions of μB\mu_{B}, for fixed TT across the corresponding critical value of μBc\mu_{B}^{c}, for λ=0.4\lambda=0.4, g=0.82g=0.82 and a=141.38a=141.38 MeV. Notice that for second order phase transitions, κ\kappa is represented by smooth curves. However, when TT approaches TCEPT^{\text{CEP}}, this function shows a peaked structure that becomes more pronounced when the transitions become first order. Notice also that when TT goes below TCEPT^{\text{CEP}}, the kurtosis develops a maximum for μB>μBc\mu_{B}>\mu_{B}^{c}. Let us next proceed to describe the behavior of the kurtosis as functions of the collision energy in heavy-ion reactions. To this end, we resort to the relation between the chemical freeze-out value of μB\mu_{B} and the collision energy sNN\sqrt{s_{NN}}, given by Cleymans et al. (2006)

μB(sNN)=d1+esNN,\displaystyle\mu_{B}(\sqrt{s_{NN}})=\frac{d}{1+e\sqrt{s_{NN}}}, (22)

where d=1.308d=1.308 GeV and e=0.273e=0.273 GeV-1. Figure 5 shows the ratio of the cumulants C4/C2=κσ2C_{4}/C_{2}=\kappa\sigma^{2}, normalized to the same ratio computed for μB=0\mu_{B}=0 and T=TcT=T_{c}, where σ2\sigma^{2} is the variance, for three different values of the volume Ω\Omega. The upper panel is computed with the set of parameters a=148.73a=148.73 MeV, λ=1.4\lambda=1.4 and g=0.88g=0.88, whereas the lower panel corresponds to a=141.38a=141.38 MeV, λ=0.4\lambda=0.4 and g=0.82g=0.82. Additionally the value of sNN\sqrt{s_{NN}} for each set of parameters that corresponds to the CEP location is represented by the vertical line.

Refer to caption
Figure 3: Normalized probability distribution for different pairs of μBc\mu_{B}^{c}, TcT_{c} along the transition curve. We use the values of the parameters λ=1.4\lambda=1.4, g=0.88g=0.88 and a=148.73a=148.73 MeV. For μB=0\mu_{B}=0 and Tc0=158T_{c}^{0}=158 MeV the probability distribution is Gaussian-like albeit wider. For μBCEP\mu_{B}^{\text{CEP}} and TCEPT^{\text{CEP}} the probability distribution becomes even wider. For μBc>μBCEP\mu_{B}^{c}>\mu_{B}^{\text{CEP}} and Tc<TCEPT_{c}<T^{\text{CEP}}, the phase transitions are always first order and the probability distribution develops secondary peaks. Adapted from Ayala et al. (2022).
Refer to caption
Figure 4: Kurtosis κ\kappa as functions of μBμBc\mu_{B}-\mu_{B}^{c} at a fixed value of the corresponding TcT_{c} for λ=0.4\lambda=0.4, g=0.82g=0.82 and a=141.38a=141.38 MeV and a volume Ω=(100fm)3\Omega=(100\ \text{fm})^{3}. For first order phase transitions the Kurtosis show a peaked structure when μB\mu_{B} goes across the corresponding critical value of μBc\mu_{B}^{c}. Adapted from Ayala et al. (2022).
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Figure 5: Ratio of the cumulants C4/C2=κσ2C_{4}/C_{2}=\kappa\sigma^{2} normalized to the same ratio computed for μB=0\mu_{B}=0 and T=Tc0T=T_{c}^{0} for three different values of the volume Ω\Omega as a function of the collision energy sNN\sqrt{s_{NN}}, using its relation with μB\mu_{B} given by Eq. (22). The upper panel is computed with a=148.73a=148.73 MeV, λ=1.4\lambda=1.4 and g=0.88g=0.88. The lower panel is computed with a=141.38a=141.38 MeV, λ=0.4\lambda=0.4 and g=0.82g=0.82. In each case the ratio C4/C2C_{4}/C_{2} is independent of Ω\Omega except near the collision energy where we find the CEP, and the high temperature approximation is less accurate. The value of (sNN)CEP2(\sqrt{s_{NN}})_{\text{CEP}}\sim 2 GeV that corresponds to the CEP location for each set of parameters, is represented by the vertical line. The insets show the same ratio of cumulants in a region around (sNN)CEP(\sqrt{s_{NN}})_{\text{CEP}}. Notice that κσ2\kappa\sigma^{2} significantly drops down as the collision energy moves from the right to the left across (sNN)CEP(\sqrt{s_{NN}})_{\text{CEP}}. This behavior is in agreement with recent data Adamczewski-Musch, J. and others (2020). Adapted from Ayala et al. (2022).

Thus, we see that the CEP position is heralded not by the dip of C4/C2C_{4}/C_{2} but for its strong rise as the energy that corresponds to the CEP is approached. A similar result has been found in Ref. Mroczek et al. (2021). Also, as pointed out in Ref. Luo (2017), this non-monotonic behavior cannot be described by many other model calculations Xu et al. (2016); He et al. (2016). We emphasize that the reason for this failure is that other models do not include long-range correlations, as we do in this work with the LSMq, which is crucial to describe critical phenomena. Notice that, as is expected for a ratio of cumulants, in each case the ratio C4/C2C_{4}/C_{2} is independent of the volume Ω\Omega except near the collision energy where we find the CEP, where the high temperature approximation is less accurate.

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Figure 6: Ratio C4/C2=κσ2C_{4}/C_{2}=\kappa\sigma^{2}, normalized to the same ratio computed for μB=0\mu_{B}=0 and T=Tc0T=T_{c}^{0} for Ω=(100fm)3\Omega=(100\ \text{fm})^{3} for three different allowed sets of parameters aa, λ\lambda and gg. The dips have different depths. However, the strong rise of the ratio happens for almost the same value of the collision energy (sNN)CEP2(\sqrt{s_{NN}})_{\text{CEP}}\sim 2 GeV. This is shown in the inset where the same ratio of cululants in a region around (sNN)CEP(\sqrt{s_{NN}})_{\text{CEP}} is depicted. Notice that κσ2\kappa\sigma^{2} significantly drops down as the collision energy moves from the right to the left across (sNN)CEP(\sqrt{s_{NN}})_{\text{CEP}}. This behavior is in agreement with recent HADES data Adamczewski-Musch, J. and others (2020). Adapted from Ayala et al. (2022).

Notice also that the product κσ2\kappa\sigma^{2} significantly drops down for energies lower than the collision energy where the CEP is located, in agreement with recent HADES measurements of net-proton fluctuations at low energies Adamczewski-Musch, J. and others (2020). Finally, Fig. 6 shows the ratio C4/C2=κσ2C_{4}/C_{2}=\kappa\sigma^{2}, normalized to the same ratio computed for μB=0\mu_{B}=0 and T=Tc0T=T_{c}^{0}, for Ω=(200fm)3\Omega=(200\ \text{fm})^{3} and for three different allowed sets of parameters aa, λ\lambda and gg. It is worth mentioning that, even though the dips have different depths, the sharp increase in the ratios occurs for almost the same value of collision energy sNN2\sqrt{s_{NN}}\sim 2 GeV.

IV Summary

In this work we have used the LSMq in the high temperature and chiral limits to explore the QCD phase diagram from the point of view of chiral symmetry restoration. We have computed the finite temperature effective potential up to the contribution of the ring diagrams to account for the plasma screening effects. This model makes an effective description of the system equilibrium distribution that deviates from that of the HRGM, where the ratios of cumulants of even order are always equal to 1. When we include the plasma screening properties, encoded in the ring diagrams contribution, we find a deviation from the HGR model, since the screening properties describe a key feature of plasma in the transitions, namely, the long-range correlations. We fix the LSMq parameters using conditions at the phase transition for μB=0\mu_{B}=0 provided by LQCD calculations, namely the crossover transition temperature Tc0T_{c}^{0} and the curvature parameters κ2\kappa_{2} and κ4\kappa_{4}. The phase diagram can be obtained by finding the kind of phase transitions that the effective potential allows when varying TT and μB\mu_{B}. We found that the CEP can be located in the range 786 MeV <μBCEP<849<\mu_{B}^{\text{CEP}}<849 MeV and 69 MeV <TCEP<70.3<T^{\text{CEP}}<70.3 MeV. From the probability distribution obtained using the effective potential, we have computed the behaviour of the kurtosis and found that these cumulants show strong peaks as the CEP is crossed. Finally, we describe the ratio of the cumulants C4/C2=κσ2C_{4}/C_{2}=\kappa\sigma^{2} as a function of the collision energy in a heavy-ion collision.

We conclude that the CEP location coincides with a sharp rise in this ratio at sNN2\sqrt{s_{NN}}\sim 2 GeV. Our studies were performed at the high temperature limit and without including an explicit symmetry breaking term that gives rise to a finite vacuum pion mass. Due to this, the encouraging findings of this work can be extended to provide a more accurate description including an explicit chiral symmetry breaking introduced by a finite pion mass, as well as by relaxing the high-temperature approximation. This is work for the near future that will be reported elsewhere.

Acknowledgements

Support for this work was received in part by UNAM-DGAPA-PAPIIT grant number IG100322 and by Consejo Nacional de Ciencia y Tecnología grant numbers A1-S-7655 and A1-S-16215. JJCM acknowledges financial support from the University of Sonora under grant USO315007861. S. H.-O. acknowledges support from the U.S. DOE under Grant No. DE-FG02-00ER41132 and the Simons Foundation under the Multifarious Minds Program Grant No. 557037. METY is grateful for the hospitality of Perimeter Institute where part of this work was carried out and this research was also supported in part by the Simons Foundation through the Simons Foundation Emmy Noether Fellows Program at Perimeter Institute. Research at Perimeter Institute is supported in part by the Government of Canada and by the Province of Ontario.

References