Partition Function in One, Two and Three Spatial Dimensions from Effective Lagrangian Field Theory

The systematic effective Lagrangian method was first formulated in the context of the strong interaction: chiral perturbation theory (CHPT) is the effective theory of Quantum Chromodynamics (QCD). It was then pointed out that the method can be transferred to the nonrelativistic domain -- in particular, to describe the low-energy properties of ferromagnets. Interestingly, whereas for Lorentz-invariant systems the effective Lagrangian method fails in one spatial dimension ($d_s$=1), it perfectly works for nonrelativistic systems in $d_s$=1. In the present brief review, we give an outline of the method and then focus on the partition function for ferromagnetic spin chains, ferromagnetic films and ferromagnetic crystals up to three loops in the perturbative expansion -- an accuracy never achieved by conventional condensed matter methods. We then compare ferromagnets in $d_s$=1,2,3 with the behavior of QCD at low temperatures by considering the pressure and the order parameter. The two apparently very different systems (ferromagnets and QCD) are related from a universal point of view based on the spontaneously broken symmetry. In either case, the low-energy dynamics is described by an effective theory containing Goldstone bosons as basic degrees of freedom.


Introduction
While the methods used in particle physics tend to be rather different from the microscopic approaches taken by condensed matter physicists, there is though one fully systematic analytic method that can be applied to both sectors. The effective Lagrangian method, based on a symmetry analysis of the underlying theory, makes use of the fact that the low-energy dynamics is dominated by Goldstone bosons which emerge from the spontaneously broken symmetry: chiral symmetry SU(3) × SU(3) → SU(3) in quantum chromodynamics (QCD) and spin rotation symmetry (3) → (2) in the context of ferromagnets. The method thus connects systems as disparate as QCD and ferromagnets from a universal point of view based on symmetry. The low-energy properties of the system are an immediate consequence of the spontaneously broken symmetry, while the specific microscopic details only manifest themselves in the values of a few effective constants. Still, as we are dealing with nonrelativistic kinematics in the case of the ferromagnet, apart from analogies, there are important differences: most remarkably, the effective Lagrangian method, unlike for systems with relativistic kinematics, perfectly works for ferromagnets in one spatial dimension ( = 1).
While the low-temperature behavior of QCD was discussed more than two decades ago within effective field theory [1][2][3], the low-temperature properties of ferromagnetic crystals, films, and spin chains were considered only very recently within the effective Lagrangian framework [4][5][6][7][8][9]. In the present paper, we review both QCD and ferromagnets, trying to build a bridge between the particle physics and condensed matter communities. For example, so-called chiral logarithms, well known in Lorentz-invariant effective theories in = 3 + 1, also show up in the context of ferromagnets in = 2 + 1 dimensions (our notation is = + 1, where is the spatial dimension).
In the first part of this review, an outline of the effective Lagrangian method is provided, covering both relativistic and nonrelativistic kinematics. In the second part we present the low-temperature expansions for the pressure and the order parameters, that is, the quark condensate in QCD and the spontaneous magnetization in the context of ferromagnets.

ISRN Thermodynamics
In particular, by considering the suppression of loop diagrams and the absorption of ultraviolet divergences, we point out analogies and differences in the lowtemperature behavior of ferromagnetic systems and QCD.
As is well known, QCD-the theory of the strong interaction-cannot be solved perturbatively at low energies where the QCD coupling constant is not a small parameter. Therefore, its effective theory-chiral perturbation theory (CHPT)-based on an expansion in powers of energy and momenta, rather than on an expansion in powers of the QCD coupling constant, represents an indispensable tool to explore the low-energy domain of QCD. In the case of ferromagnets, the Heisenberg model can be solved at low energies by microscopic methods. Here, effective Lagrangians thus represent an alternative scheme which is, however, more efficient than conventional methods such as spin-wave theory.
A crucial point is that the effective Lagrangian technique is fully systematic and model independent and does not resort to any approximations or ad hoc assumptions. To appreciate the power of the effective method, we mention that-until Dyson's monumental work on the = 3 + 1 ferromagnet [10,11]-it was unclear at which order in the low-temperature expansion of the spontaneous magnetization the spin-wave interaction shows up. While the correct answer is 4 [10][11][12], other researchers obtained 7/4 , 2 , and 3 (see [13][14][15][16][17][18][19][20][21][22][23][24]). Within the effective Lagrangian framework, it was straightforward to confirm Dyson's result [4]. Likewise, the effective method allowed one to go beyond Dyson, demonstrating that the first interaction correction to 4 is of order 9/2 [5], whereas all other proposals in the literature, 5 , 13/2 , and 15/2 , are incorrect [25][26][27]. In = 1,2 the analogous question regarding the spin-wave interaction has largely been ignored in the many relevant articles , which are based on methods as diverse as spin-wave theory, Schwinger-boson mean-field theory, Green functions, scaling methods, and numerical simulations. The impact of the spin-wave interaction in ferromagnetic films and spin chains was first addressed systematically and conclusively solved with effective Lagrangians in [6][7][8][9].

Effective Lagrangian Field Theory
The link between the underlying, or microscopic, theory-QCD Lagrangian and Heisenberg Hamiltonian in the present context-and the effective theory is provided by symmetry. The effective action ∫ L eff must be invariant under all the symmetries of the underlying theory [73]. The essential point is that the terms appearing in the effective Lagrangian L eff can be organized according to the number of space and time derivatives that act on the Goldstone boson fields. At low energies, terms with few derivatives dominate the dynamics [73][74][75].
We first consider Lorentz-invariant theories. In quantum chromodynamics, the underlying Lagrangian is given by where is the strong coupling constant, ( ) is the quark field, ] is the field strength of the gluon field, = diag( , , , . . .) is the quark mass matrix, and tr denotes the trace of a color matrix. In the chiral limit (i.e., when the quark masses , , are sent to zero) the above expression is invariant under the chiral transformation SU(3) × SU(3) . The QCD vacuum, on the other hand, is only invariant under SU(3) , such that the chiral symmetry is spontaneously broken. Goldstone's theorem [76,77] then implies that we have eight pseudoscalar mesons in the lowenergy spectrum of QCD, which are identified with the three pions, the four kaons, and the -particle. In the real world where the quark masses are different from zero, the chiral symmetry of the QCD Lagrangian is not exact, but only approximate. Therefore these particles are not strictly massless, but they represent the lightest degrees of freedom in the spectrum. Readers not familiar with QCD may consult the pedagogic [78] at this point. The derivative of the QCD Hamiltonian with respect to is the operator . The corresponding derivative of the free energy density thus represents the expectation value of , that is, the quark condensate, Spontaneous symmetry breaking is a prevalent phenomenon also in condensed matter physics, for example, in ferromagnets, which, on the microscopic level, are captured by the Heisenberg Hamiltonian augmented by the Zeeman term The magnetic field ⃗ couples with the vector of the total spin. The summation only extends over nearest neighbors, and the exchange coupling constant is purely isotropic. If the magnetic field is switched off, the Hamiltonian is symmetric under (3) spin rotations. The ground state of the ferromagnet ( > 0), however, is invariant under (2) only, such that the spin rotation symmetry is spontaneously broken.
The magnetic field ⃗ hence plays a role analogous to the quark masses : they are explicit symmetry breaking parameters. Likewise, the magnetization, is the analog of the quark condensate ⟨ ⟩( , ). In particular, spontaneous magnetization (i.e., magnetization in the limit ⃗ → 0) corresponds to a nonzero value of the quark condensate in the chiral limit → 0. Both quantities are order parameters, their nonzero values signaling ISRN Thermodynamics 3 spontaneous symmetry breaking. Although the spontaneous symmetry breaking pattern (3) → (2) gives rise to two magnon fields according to Goldstone's theorem [76,77], in a nonrelativistic setting only one type of spin-wave excitationor one magnon particle-exists in the low-energy spectrum of the ferromagnet [79][80][81][82]. Unlike in a Lorentz-invariant framework, there is no 1 : 1-correspondence between the number of Goldstone fields and Goldstone particles.
After this brief review of the underlying theories (QCD Lagrangian and Heisenberg Hamiltonian) we now proceed with the discussion of the corresponding effective theories. Chiral perturbation theory (CHPT) [74,75] is well established in particle physics. It exploits the fact that the lowenergy dynamics of QCD is dominated by pions, kaons, and the -particle, that is, the Goldstone bosons of the spontaneously broken chiral symmetry. These are the relevant degrees of freedom that appear in the effective Lagrangian L eff . The terms in L eff are organized according to the number of space-time derivatives: we are thus dealing with a derivative expansion, or equivalently, with an expansion in powers of momenta. The leading effective Lagrangian is of momentum order 2 where the matrix contains the eight Goldstone boson fields , with as Gell-Mann matrices. The structure of the above terms is unambiguously fixed by chiral and Lorentz symmetry; these are the symmetries of the underlying theory which the effective theory inherits. Note that, at this order, there are two a priori unknown low-energy constants, F and , that are not determined by the symmetries and hence have to be determined experimentally. Pseudoscalar mesons obey a relativistic dispersion law where is the renormalized Goldstone boson mass and 1 , 2 involve low-energy (or effective) constants from the subleading pieces L 4 eff, QCD and L 6 eff, QCD of the effective Lagrangian [3].
In [83], the effective Lagrangian method was transferred to nonrelativistic systems. A crucial point of that analysis is that for nonrelativistic kinematics, order parameters related to the generators of the spontaneously broken group show up as effective constants of a topological term which dominates the low-energy dynamics. This can not happen in a Lorentzinvariant setting [84]. For the ferromagnet, the leading contribution in L eff, is of momentum order 2 [83] The effective constant of the topological term, involving one time derivative ( 0 ) only, is the (zero-temperature) spontaneous magnetization Σ. The two real components of the magnon field, ( = 1, 2), are the first two components of the three-dimensional magnetization unit vector = ( , 3 ). Ferromagnetic magnons obey a quadratic dispersion law, where the coefficients 1 , 2 contain higher-order effective constants from L 4 eff, and L 6 eff, [4]. It is important to note that, unlike in CHPT, time and space derivatives are not on the same footing in the case of nonrelativistic kinematics: two powers of momentum count as only one power of energy or temperature: 2 ∝ , . Finally, we point out that the leading-order effective Lagrangian L 2 eff, is space-rotation invariant, although the underlying Heisenberg model is not. Lattice anisotropies only start manifesting themselves in the next-to-leading piece L 4 eff, [85]. Still, here we assume that L 4 eff, and higher-order pieces in L eff, are space-rotation invariant-this idealization does not affect our conclusions.

Ferromagnets and Quantum Chromodynamics
While the low-temperature properties of QCD have been derived a long time ago within effective Lagrangian field theory [1][2][3], the analogous systematic three-loop analysis of ferromagnets in = 1, 2, 3 was performed only recently in [5,[7][8][9]. What is most remarkable from a conceptual point of view is that the effective method perfectly works in one spatial dimension in the case of nonrelativistic kinematics, whereas in a Lorentz-invariant setting the method fails in = 1. The reason is that the perturbative evaluation of the partition function is based on the suppression of loop diagrams by some power of momenta. This loop suppression depends both on the spatial dimension of the system and on the dispersion relation of its Goldstone bosons [8,9]. For systems displaying a quadratic dispersion relation, a loop corresponds to the integral which, on dimensional grounds, is proportional to powers of momentum. In particular, loops related to ferromagnetic spin chains are still suppressed by one power of momentum. For systems with a linear (relativistic) dispersion relation, obeyed, for example, by the pseudoscalar mesons in the chiral 4 ISRN Thermodynamics  Loops in = 2 are suppressed by two powers of momentum. In the case of the ferromagnet, the temperature-independent diagrams 4b, 6c, and 8h do not occur [4]. limit, the loop suppression is rather different: there, a loop involves the integral For Lorentz-invariant systems, loops in = 3(2) are suppressed by two (one) powers of momentum. However, in = 1, loops are not suppressed at all, and the effective method fails to systematically analyze Lorentz-invariant systems in one spatial dimension. These suppression rules are the basis for the organization of the Feynman graphs for the partition function of ferromagnets and QCD depicted in Figures 1-3.
The standard CHPT loop counting, depicted in Figure 2, corresponds to the loop counting for ferromagnets in two spatial dimensions. Here, each loop is suppressed by two powers of momentum. On general grounds, inspecting  1-3 reveals that in higher spatial dimensions, vertices involving subleading terms of the effective Lagrangian become more important. In = 1, L 4 eff only appears in a one-loop diagram (diagram 5d, Figure 3), such that the next-to-leading order effective constants in L 4 eff do not affect the spin-wave interaction. In = 2, 3, however, L 4 eff also shows up in two-loop graphs and thus does contribute to the spin-wave interaction. While in = 2 these diagrams (8d and 8e) are of the same order as the three-loop graphs (diagrams 8a-c, Figure 2); in = 3 graphs 10a and 10b dominate over 11a-c. Furthermore, in = 2 we have insertions from L 6 eff and in = 3 even insertions from L 8 eff . In higher spatial dimensions, the symmetries thus become less restrictive: more and more effective constants show up in a given thermodynamic quantity. Note however that the vertices which involve these higher-order effective constants from L 6 eff and L 8 eff only occur in one-loop diagrams and hence do not contribute to the spin-wave interaction up to the three-loop level we are considering here.
Before we present the results, we have to discuss an important issue, well known in chiral perturbation theory: graphs containing loops are divergent in the ultraviolet and one has to take care of these singularities through renormalization. The basic object which creates these singularities is the zero-temperature propagator at the origin: Δ(0). For Lorentz-invariant systems, the dimensionally regularized expression is In a relativistic setting, UV-divergences hence arise in even space-time dimensions . In CHPT, these singularities are absorbed by subleading effective constants in L eff , order by order in the derivative expansion in a systematic manner [3,74,78]. In the case of nonrelativistic kinematics, the situation is rather different. Regarding ferromagnets, the relevant expressions in the limit ⃗ , 4 → 0 (where 4 is Euclidean time) vanish in dimensional regularization. As a consequence, only the temperature-dependent, that is, finite, pieces are relevant, such that here the handling of "UVdivergences" is much simpler [5,[7][8][9].
ISRN Thermodynamics 5 The cateye diagram-graph (11c, 8c, 5c) of Figures 1, 2, and 3-however is more involved; as it does not factorize into products of Δ(0) or derivatives thereof, the structure of the corresponding UV-divergences is more complicated. In chiral perturbation theory, the ultraviolet divergences of graph 8c are absorbed by next-to-leading order (NLO) effective constants from L 4 eff contained in the two-loop diagrams 8d and 8e. These NLO constants then undergo logarithmic renormalization [3]. For the ferromagnet in spatial dimensions, the cateye diagram is proportional to In the case of ferromagnetic films ( → 2), the above regularized expression is divergent. Much like in chiral perturbation theory, the UV-singularity is absorbed by L 4 eff -constants which are renormalized logarithmically. On the other hand, in one and three spatial dimensions, the Γ-function does not develop a pole, and the next-to-leading order effective constants do not undergo logarithmic renormalization-they are finite as they stand.
The fact that there are no ultraviolet singularities in = 1, 3 is crucial for the nonrelativistic effective framework to be consistent; in = 1 (Figure 3) and = 3 (Figure 1), the cateye graph is of different order than the two-loop contributions with vertices from L 4 eff . In contrast to = 2, where three-loop and two-loop graphs "communicate" (they are of the same momentum order 8 ) and the UVsingularities can thus be absorbed by L 4 eff constants, the effective loop analysis appears to be inconsistent in = 1, 3: there are no two-loop diagrams available to absorb the "divergences" of the cateye graphs 11c ( Figure 1) and 5c ( Figure 3). The puzzle is solved by noticing that in = 1, 3, the cateye graph is not divergent and that the perturbative scheme hence is perfectly consistent.
We end our discussion of partition function diagrams by pointing out that, on the two-loop level, there is an important difference between chiral perturbation theory and ferromagnets. While graph 6a ( Figure 2) in CHPT does contribute to the partition function, the same diagram for ferromagnets in any (i.e., including graph 8 of Figure 1 and graph 4 of Figure 3) turns out to be zero because of parity [4,6,8,9]. As a consequence, in the thermodynamic quantities the spin-wave interaction, in general, is weaker than the interaction among the pseudoscalar mesons.
The fact that the two-loop graph in question does not contribute in the case of the ferromagnet may be rather surprising to readers trained in chiral perturbation theory, where this two-loop graph indeed does contribute to the partition function [3]. We are dealing here with one of the novel effects that occur in the case of nonrelativistic kinematics. In fact, any of the three terms in the leading-order effective Lagrangian (7) yields expressions with four magnon fields that appear to lead to a nonzero contribution for the two-loop graph. However, making use of the leading-order equation for the magnon propagator-much like using the leadingorder equation for the pion propagator in chiral perturbation theory-these different contributions can be reduced to a single one, proportional to [ ( )] =0 [ ( )] =0 , where the time derivative and the magnetic field have been eliminated. One therefore concludes that this two-loop graph, in the context of ferromagnets, does not contribute to the partition function due to parity. On the other hand, the same twoloop diagram in chiral perturbation theory is proportional to We now consider the low-temperature series for the pressure, starting with the ferromagnet. While the leading terms in the pressure are of order ( 5/2 , 2 , 3/2 ) in = (3, 2, 1), the spin-wave interaction only emerges at ( 5 , 4 ln , 5/2 ) 3 = 0 5/2 + 1 7/2 + 2 9/2 + a 3 T 5 Note that all interaction terms are boldfaced. Since the two-loop diagram with an insertion from L 2 eff, does not contribute (diagram 6a in Figure 2), interaction terms of order ( 4 , 3 , 2 ) in = (3, 2, 1) are absent. One further notices that the higher the spatial dimension is, the less important the interaction becomes; there are more terms related to noninteracting magnons, until the interaction sets in. In particular, as Dyson showed a long time ago [10,11], the spin-wave interaction in the case of the three-dimensional ferromagnet only manifests itself at order 5 in the pressure, that is, far beyond the leading Bloch term of order 5/2 .
Interestingly, ferromagnets in two spatial dimensions develop a logarithm, because in the limit ⃗ → 0 the cateye graph diverges logarithmically like 4 ln( / ) [7]. In chiral perturbation theory, the situation is analogous; in the chiral limit ( , → 0), the cateye graph diverges like 8 ln( / ) [3], such that we also have a logarithmic contribution in the low-temperature series of the pressure But, unlike for = 2 ferromagnets, an analogous term 8 (without ln) is absent. This is because in chiral perturbation theory all effective L 4 eff constants undergo logarithmic renormalization, whereas for = 2, ferromagnets, only part of them [7]. In = 1, 3, the leading terms involve half-integer powers of the temperature, while loops are further suppressed by powers of ∝ 1/2 ( 3 ∝ 3/2 ) in = 1 (3). For odd spatial dimensions, the pressure for ferromagnets thus exhibits both integer and half-integer powers of . In the case of ferromagnetic films, on the other hand, the leading term in the pressure is of order 2 . Since here loops are suppressed by one power of , the series does not involve any half-integer temperature powers. However, as we have pointed out before, logarithmic contributions emerge. In the limit , → 0, 6 ISRN Thermodynamics the coefficients ,̂,̃, formally become -independent, while for , ̸ = 0, they are complicated functions of the ratios / and / [3,5,[7][8][9]. Note however, as we discuss below, that the limit → 0 is problematic in ≤ 2.
Finally, the low-temperature series of the magnetization of ferromagnets, in three, two, and one spatial dimensions, amount to The low-temperature expansion for the analogous quantity in QCD, the quark condensate reads Again, for nonzero magnetic field and nonzero quark masses, the coefficients ,̂,̃, and depend on the ratios / and / in a nontrivial way. In the chiral limit ( , → 0), the leading coefficient 0 in the quark condensate reduces to 1/8F 2 . The leading coefficient in the spontaneous magnetization of the = 3 ferromagnet becomes 0 = (3/2)/8 3/2 Σ 3/2 . The temperature scale in chiral perturbation theory is thus given by Λ QCD = √ 8F ≈ 250 MeV, which roughly corresponds to the temperature where the chiral phase transition takes place [3]. In the case of the = 3 ferromagnet, the temperature scale is Λ = −2/3 0 ≈ 10 meV, which is roughly of the order of the Curie temperature where the spontaneous magnetization becomes zero. Although these scales differ in more than ten orders of magnitude, the effective theory captures both systems from a universal perspective based on symmetry. In particular, for temperatures small compared to the corresponding scales Λ QCD and Λ , the series presented in this review are perfectly valid.
It is important to point out that in one and two spatial dimensions, the leading coefficientŝ0 and̃0 in the magnetization become divergent in the limit ⃗ → 0. This is related to the Mermin-Wagner theorem [86], stating that spontaneous symmetry breaking in ≤ 2 cannot occur at finite temperature in the Heisenberg model. According to (16), the magnetization Σ( , ), in any dimension = 1, 2, 3, tends to zero at a "critical" temperature , where the spontaneously broken symmetry is restored. While in = 3 tends to a finite value in the limit ⃗ → 0 (much like for the quark condensate, tends to a finite value in the chiral limit), the "critical" temperatures in = 1, 2 tend to zero if the magnetic field is switched off. Spontaneous symmetry breaking never occurs here at finite temperature-that is how the effective theory "knows" about the Mermin-Wagner theorem.
In addition, in ≤ 2, an energy gap is generated nonperturbatively at finite temperature [47,87]. Strictly speaking this also implies that the limit ⃗ → 0 cannot be taken in ≤ 2, neither in the pressure nor in the magnetization, because we would then leave the domain of validity where the effective expansion applies [6][7][8][9]. Still, in two spatial dimensions, where the the nonperturbatively generated correlation length np is exponentially large ( np ∝ 1/ ), this effect is tiny in the pressure and does not numerically affect the corresponding low-temperature series. In the context of ferromagnetic spin chains, however, where the nonperturbatively generated correlation length is proportional to the inverse temperature ( np ∝ 1/ ), it would be completely inconsistent to switch off the magnetic field even in the low-temperature series of the pressure [6][7][8][9].
It is important to point out that these subtleties in one and two spatial dimensions only emerge at finite temperature. In particular, at = 0 the limit ⃗ → 0 is well defined in ≤ 2. Much like in chiral perturbation theory or in ferromagnetic systems in = 3, no divergent behavior of the observables occurs. In other words, the "chiral limit" ⃗ → 0 is not problematic for ferromagnets living in one or two spatial dimensions at zero temperature. However, if the temperature is finite, then the magnetic field cannot be totally switched off in ≤ 2, because one would then leave the domain of validity of the effective expansion. As discussed in detail in [6][7][8][9], this parameter regime, where the effective expansion breaks down, is tiny. Again, this observation is related to the Mermin-Wagner theorem and the nonperturbatively generated energy gap.

Conclusions
The systematic effective Lagrangian method is a very useful tool also in the nonrelativistic domain where it even works in one spatial dimension. The method is appealing due to its universal character, interconnecting different branches of physics, such as particle and condensed matter physics. Chiral logarithms showing up in the renormalization of next-toleading order effective constants in chiral perturbation theory and = 2 ferromagnets, for example, are due to analogous ultraviolet divergences. In general, the structure of the lowtemperature series-both in relativistic and nonrelativistic effective field theory-is an immediate consequence of the spontaneously broken symmetry. Regarding ferromagnets, the effective method proves more powerful than conventional condensed matter approaches, where analogous three-loop calculations are either missing or are erroneous.