Given the continuous nature of a crossover, there is no unique way to determine either its location or its width. Regarding its location, we use two different criteria with which we determine where the crossover is. The one criterion, which we call global, is based on the value of the order parameter at the global maximum of the susceptibility. This global maximum is a finite value if, and only if, there is no CEP and no first order transition curve. In case the global maximum does not exist, the criterion will be based on the value of the order parameter at the CEP instead. The other criterion, which we call local, is based on the local maxima of the susceptibility, which goes through the phase diagram. These maxima are located on a curve in the
plane, and this curve’s end points are located in both axes. These maxima can also be nonfinite (asymptotic), in which case the line will go through the coordinates where these discontinuities are located. It is worth mentioning that the local criterion is the one almost universally used in the literature [
79,
82].
4.2.1. Multiple Reflection Expansion
In
Figure 3, the phase diagrams corresponding to the local criterion are shown; the solid red dot represents the CEP, which separates the crossover region from the first-order phase transition. In the limit when
, the critical temperature is
MeV, and the CEP is at
MeV and
MeV. For spherical geometry with Dirichlet conditions in
Figure 3a, critical temperatures decrease with decreasing volume; CEP shifts quickly toward lower temperatures and slowly toward lower chemical potentials. For
fm, the CEP disappears, and only a crossover region between both phases is obtained. The smallest computed volume is for
fm, where chiral symmetry is practically restored at
MeV. With the same geometry, but with Neumann conditions, the diagrams in
Figure 3b were obtained; it is observed that the volume effect is negligible until
fm, where temperature has decreased from
MeV at
to only
MeV. Hence, CEP coordinates are almost the same. With this boundary condition, volume effects are minimal because there is not a surface term in the density of states. For
fm, the CEP disappears; hence, the line represents the crossover region. These two results are quite similar to the ones reported by [
73] at the chiral limit; they reported that the temperature and chemical potential of the tri-critical point reduce as
R decreases. At
fm, the tri-critical point disappears, and the first order region vanishes. For Neumann conditions, they report that the critical temperature decreases considerably only when the size goes below
fm, and the tri-critical point disappears when
fm.
Geometry effects in the system may be observed in
Figure 3c, where a significant critical temperature decrease exists until
MeV for
fm, from which the CEP disappears for lower lengths. An almost complete chiral symmetry restoration is obtained for
fm, where
MeV. The CEP trajectory presents a similar behavior to the one obtained with Dirichlet conditions and a spherical geometry. Nevertheless, the movement of the CEP through the
plane was much lower in magnitude, quite like with Neumann conditions. This happens because of the lack of a curvature term contribution. Of these three schemes, the one that favors the chiral symmetry restoration the least is the spherical geometry with Neumann conditions. Even when the radius
R is lower than the corresponding length on the other two schemes, chiral symmetry restoration is nowhere near as generalized. In
Table 6, the trajectory of the
coordinates of the CEP are shown for each boundary condition scheme. In
Table 7, critical temperatures for both criterion diagrams are shown.
With the PNJL model, by using the same MRE approach, ref. [
64] reports that as the system size decreases, the CEP moves toward lower temperatures, but the chemical potential remains practically constant,
. For the smallest system size they used (
), they reported a CEP at the coordinates
MeV and
MeV. With Dyson–Schwinger equations (DSEs), the infinite sum is replaced by an integration over a continuous momentum interval with a lower cutoff and neglected surface and curvature effects. The author of [
83] reports that the critical and CEP temperatures decrease as the system size becomes smaller, but the CEP chemical potential increases. The CEP moves from
MeV and
MeV at
to
MeV and
MeV at
fm. A similar scheme is used in the Polyakov–Quark–Meson model, where [
45] introduces finite volume effects via a lower cutoff. He reports that the crossover temperature increases by
and the chemical potential by
as volume decreases.
The obtained phase diagrams for the global criterion are shown in
Figure 4 for
,
MeV. Local and global criteria match at the CEP, and at the first-order transition region, the CEP is located at
MeV and
MeV. The same volume effect over the phase diagrams is obtained; as system size decreases, critical temperatures decrease, and the region corresponding to the broken chiral symmetry phase shrinks.
For a system with infinite volume, critical temperatures calculated with the local criterion are always higher than the ones calculated with the global criterion [
84,
85], but with Dirichlet conditions systems with very small volumes, the opposite happens: local criterion critical temperatures are lower than global criterion ones. This feature can be observed by comparing the phase diagrams for
fm in
Figure 3a and
Figure 4a: for the local criterion
MeV and for the global criterion
MeV. For
fm in the local criterion, chiral symmetry is almost restored at
MeV, while this happens in the global criterion at
MeV.
A very similar result was obtained for
fm (
Figure 3c and
Figure 4c). For spherical symmetry with Neumann conditions (
Figure 4b). Volume effects are significant for the global criterion at
fm. Critical temperature decreases from
MeV at
to
MeV, while the local criterion decreases from
MeV at
, to
MeV. In general, phase diagrams obtained with the global criterion are more sensitive to the system size changes. This can be inferred by the fact that the phase diagrams constructed by the local criterion are almost superimposed, while the phase diagrams constructed by the global criterion are more easily distinguishable.
4.2.2. Finite Volume Approximation by Boundary Conditions
In
Figure 5, the obtained local criterion diagrams are shown. There is no CEP for
, so the complete line represents a crossover, which separates the chirally broken and chirally restored phases. This agrees with [
33], where a CEP appears for large bare quark masses of around 15 MeV.
The finite sizes used in this work lead to considerably lower critical temperature values compared to the ones with infinite volume. Phase diagrams in
Figure 5a correspond to APBC, where
MeV is constant for
and 4 fm. However, for
and 20 fm, our calculations converged until around
MeV. Introducing a finite volume to the calculations leads to unavoidable computation problems because of the lack of convergence of the gap Equation (
2) at the zone of the phase diagram where the temperature is low and the chemical potential is high. As volume decreases, this chemical potential convergence limit increases. As a result, our phase diagrams reach higher chemical potential values. At
fm, critical temperature diminishes slightly by 6 MeV compared with higher finite volumes. The lines shown in the figure represent the crossover zone, but for
fm a CEP exists. This particular result is described in more detail in Figure 7. These results generally agree with the ones reported by [
86], where DSEs are used to study a cubic box with antiperiodic boundary conditions. They report that the pseudocritical line stretches toward larger
values and smaller
T values as system size decreases. Similarly, CEP coordinates move toward higher
values and lower temperature values: from
MeV and
MeV at
, to
MeV and
MeV at
fm. They found that critical temperatures remain nearly constant for larger volumes. They did not continue with the construction of the phase diagram for temperatures smaller than 60 MeV due to computational complications derived from the Matsubara frequencies.
PBC effects are displayed in
Figure 5b. As in APBC, volume effects over the critical temperature are negligible, practically remaining constant for
and 4 fm, where
MeV. Given that periodic boundary conditions imply a constituent mass increase (chiral catalysis), the critical temperature also increases. For
fm,
MeV is obtained. The presence of the zero-momentum is of crucial importance for chiral symmetry restoration. This contribution is heavily suppressed by the term
only for very high temperatures, and then the chiral symmetry is restored. At low temperatures, constituent quark masses must approach
to solve the gap equation, and chiral symmetry restoration cannot be achieved with that unphysical constituent quark mass value [
77]. This agrees with our obtained results where we could delimit the crossover zone that divides the broken and restored chiral symmetry phases at high temperatures.
In the Linear Sigma Model coupled to quarks, ref. [
87] studied the finite volume effects with PBC and APBC. They found that as system size decreases, the CEP quickly moves toward very high chemical potential values and low temperature values: from
MeV and
MeV to
MeV and
MeV for PBC; and to
MeV and
MeV for APBC. In addition, the crossover temperature rises as the system size decreases. This effect is more notable for PBC, where temperature increases
for
and
fm. By working with the Quark–Meson model formalism, ref. [
88] found that the CEP moves toward lower temperatures and higher chemical potentials as the volume decreases: from
MeV and
MeV at
to
MeV and
MeV at
. They found a similar behavior with APBC and PBC.
SWC results are shown in
Figure 5c, where a considerable decrease in critical temperature may be observed: from
MeV for
fm to
MeV for
fm. For volumes smaller than
fm, a very small chirally broken phase is enclosed at
MeV. For
and 2 fm, an extremely small chirally broken phase was found, but it was not possible to enclose by using the local criterion. All critical temperature values for local and global criteria and the maximum reached chemical potential
for each cubic system size are displayed in
Table 8.
In
Figure 6, phase diagrams obtained with the global criterion are shown. It is important to note that the maximum calculated susceptibility is used as a basis in this criterion. As a result, in these built diagrams the susceptibility that was used is limited in the zone where the calculations were able to be performed, which probably is not the maximum one because the crossover zone spans the whole range of obtained values. For
fm, we obtained a
MeV, quite unlike the local criterion. A greater effect of the system size decrease over the crossover critical temperatures is observed for the global criterion. In general, a volume decrease leads to a critical temperature value decrease; however, for very small volumes, such as
and 2 fm, critical temperature increases. Hence, the region corresponding to the broken chiral phase increases in size. Regarding
Figure 6a for APBC,
MeV for
and 20 fm, this value is nearly equal to the one of the local criterion, but for
fm, the critical temperature decreases to
MeV. In this size, phases are almost totally delimited by the crossover. The same behavior from the local criterion is obtained for the diagrams in
Figure 6b for PBC; the volume effect in these conditions is negligible. Critical temperature stays around
MeV and slightly increases for
fm to
MeV.
In fact, critical temperatures for all finite volumes are practically the same for the local and global criteria. The diagrams in
Figure 6c were obtained with the SWC; critical temperature decreases from
MeV at
to
MeV at
MeV. Unlike the local criterion, at
fm a larger chirally restored phase is obtained; the size of this phase increases when the system volume decreases to
fm. All obtained critical temperatures in the local criterion are higher than their global criterion counterparts, except for the SWC system at
fm, where the global criterion critical temperature is much higher than the local criterion one.
In
Figure 7, phase diagrams for APBC are shown; with very small volumes, the presence of a CEP and a first order phase transition is favored. As the volume decreases, the CEP moves toward higher chemical potentials.
For fm, the CEP is located at MeV and MeV, but we were only able to obtain a single point beyond the CEP in the first order transition region for MeV. There is no CEP for fm. For fm, the CEP is located at MeV and MeV; a small first order transition line is also obtained. When the cube has an edge fm, the CEP is located at MeV and MeV; the size of the first order transition line increases its size slightly. The smallest diagram where crossover separated phases could be obtained was at fm; the obtained crossover region extends to very high chemical potentials and the CEP appears at MeV and MeV. Under these conditions, the first order transition line crosses the chemical potential axis at MeV.
A comparison of the six different schemes is shown in
Figure 8. All lengths are equal to 7 fm, but it is important to mention that this length is equal to the radius
R in spherical schemes, while it is equal to the edge
L in cubic schemes. For both criteria, the cubic SWC scheme is the one that favors chiral symmetry restoration the most; chiral symmetry is nearly restored for the whole diagram according to the local criterion. On the other hand, the spherical Neumann condition scheme is the one that obstructs chiral symmetry restoration the most. For all cases, the chirally broken region is smaller in the global criterion compared to the local one. Moreover, we were able to obtain more diagrams that extend all the way to the chemical potential axis with the global criterion. As an example, the APBC case of the phase diagram shown in
Figure 8b displays a complete crossover curve that ends at the chemical potential axis; however, its local counterpart does not (
Figure 8a).