Compressible Sherrington-Kirkpatrick spin-glass model

Compressible Sherrington-Kirkpatrick spin-glass model

Danilo B Liarte, Silvio R Salinas and Carlos S O Yokoi Instituto de Física, Universidade de São Paulo, Caixa Postal 66318, 05315-970 São Paulo, SP, Brazil danilo@if.usp.br
Abstract

We introduce a Sherrington-Kirkpatrick spin-glass model with the addition of elastic degrees of freedom. The problem is formulated in terms of an effective four-spin Hamiltonian in the pressure ensemble, which can be treated by the replica method. In the replica-symmetric approximation, we analyze the pressure-temperature phase diagram, and obtain expressions for the critical boundaries between the disordered and the ordered (spin-glass and ferromagnetic) phases. The second-order para-ferromagnetic border ends at a tricritical point, beyond which the transition becomes discontinuous. We use these results to make contact with the temperature-concentration phase diagrams of mixtures of hydrogen-bonded crystals.

pacs:
05.50.+q, 75.10.Hk, 75.10.Nr

1 Introduction

Orientational models with disorder and elastic degrees of freedom have been used to investigate phase transitions in a number of systems, as the mixed molecular crystal K(CN)Br [1]. The work on quadrupolar glass models in the presence of random strain fields, which are supposed to mimic the random mismatching of molecular groups, was reviewed by Binder and Reger [2]. A compressible spherical model, with random bonds and in random fields, has been introduced to account for the peculiar behavior of compositionally disordered perovskites, also known as relaxor ferroelectrics [3]. Disordered Ising models, with random competing interactions and elastic degrees of freedom, have also been used to account for the phase diagram and the glassy transition in mixtures of ferro and antiferroelectric hydrogen-bonded crystals of the KDP family [4, 5, 6]. More recently, random quadrupolar models in the presence of anisotropic strain fields have been studied in the context of nematic liquid crystal elastomers [7]. These investigations on disordered compressible models provided the motivation to introduce a simple compressible Sherrington-Kirkpatrick (SK) Ising spin-glass model [8, 9], and use standard techniques to obtain the global phase diagram in terms of pressure and temperature.

The investigation of compressible Ising models has a long history [10, 11, 12]. Mean-field and renormalization-group calculations indicate that the inclusion of elastic degrees of freedom may change the nature of the continuous Ising transition. An Ising antiferromagnet on the triangular lattice, with properly chosen elastic degrees of freedom, is known to provide a mechanism to explain the formation of striped phases [13, 14]. Although elastic spin models with uniform interactions have been much investigated, disordered compressible spin models are less explored. Nowadays it has been feasible to carry out detailed computer simulations for compressible models [15, 16, 17], including disordered compressible models, as in the work of Marshall for a compressible Edwards-Anderson Ising spin-glass on a two-dimensional lattice [18, 19]. These works have provided further motivation to study the phase diagram of the simple compressible SK spin-glass model.

We treat the mean-field SK system in the pressure ensemble, which is more adequate to analyze the phase diagram in terms of the intensive field variables, temperature and pressure . Using the replica method, the calculation of the free energy is reduced to the minimization of a functional of three sets of replica variables [8]. We obtain a number of results in the replica-symmetric approximation. In particular, we show that the presence of magneto-elastic couplings introduces a simple shift in the border between paramagnetic and spin-glass phases, and that there appears a tricritical point along the para-ferromagnetic border. Also, we perform an analysis of stability of the replica-symmetric solution and locate the de Almeida-Thouless line [20]. In the Conclusions, we consider a compressible two-sublattice SK model to make contact with the experimental phase diagrams of mixtures of ferro and antiferroelectric hydrogen-bonded crystals.

2 The compressible SK model

The compressible Sherrington-Kirkpatrick spin-glass model is defined by the Hamiltonian

(1)

where , with , is the specific volume, is a constant parameter, is the magneto-elastic coupling, is the external field, and is a uniform elastic constant. As usual, is a set of independent and identically distributed random variables, with suitably scaled mean values, , and variances, . Given a configuration , we write the partition function in the pressure ensemble,

(2)

where is the pressure, , and the trace is a sum over spin configurations. Performing the volume integration, and discarding irrelevant terms in the thermodynamic limit, we have

(3)

with an effective four-spin Hamiltonian,

(4)

Using a Gaussian identity, we write the partition function as

(5)

which is in a more convenient form to be treated by replicas.

According to the replica method,

(6)

where

(7)

with the definition

(8)

Taking the average over the exchange configurations, and discarding irrelevant terms in the thermodynamic limit, we have

(9)

which can be rewritten as

(10)

We now use Gaussian identities to introduce the new set of variables , associated with the magnetization, and , associated with the overlap between replicas, so that

(11)

where

(12)

In the thermodynamic limit, the free energy comes from

(13)

where the maximum should be taken with respect to the three sets of replica variables.

3 Replica-symmetric solution

In the replica-symmetric solution, with and , for all , and , for all pairs , we have

(14)

with

(15)

The equations of state are given by

(16)
(17)

and

(18)

We now restrict the analysis to zero field ().

The transition between the spin-glass and the paramagnetic phase comes from the expansions of equations (16) and (18),

and

(19)

There is a (positive) solution, , for

(20)

Introducing the notation

(21)

and using the definition of , given by Eq. (15), we have the second-order boundary between the paramagnetic and the spin-glass phases,

(22)

In zero field, the calculation of the para-ferromagnetic transition comes from the analysis of the expansion

(23)

which can be written as

(24)

Introducing the dimensionless and more compact notation

(25)

Eq. (24) can be rewritten as

Inserting this expansion into the equations of state, it is easy to show that

(26)

from which we have the second-order para-ferromagnetic border,

(27)

The transition between the spin-glass and the ferromagnetic phases may be calculated from an analysis of the zero-field susceptibility. It is not difficult to show that this border is given by

(28)

where comes from the equation

(29)

In order to investigate the eventual existence of tricritical points, we write the expansions

(30)

and

(31)

For , the coefficients of Eq. (31) indicate that there is no possibility of a tricritical point along the second-order border between the paramagnetic and the spin-glass phases. At the para-ferromagnetic border, however, it is not difficult to locate a tricritical point at

(32)

Let us turn to the Hessian matrix associated with the replica-symmetric solutions of . There is a total of thirteen distinct elements in the limit, seven of which coming from derivatives involving the variables. As in the standard SK model, the paramagnetic phase is always stable, and the eigenvector subspace is generated by three classes of vectors, which have the general form

(33)

where , and are column-vectors with , and elements respectively [20]. The eigenvalue spectrum is obtained straightforwardly following the same steps of the rigid model. In the ordered region, the change of sign of the transverse eigenvalue leads to an instability. The de Almeida-Thouless line is given by

(34)

where , and , , and , are the equations of state.

4 Conclusions

It is interesting to draw a typical phase diagram in terms of temperature and the ratio (in zero field). The dotted lines in Figure 1 are the well-known replica-symmetric second-order boundaries, with the addition of the de Almeida-Thouless (AT) instability line, for the rigid SK model (with no magneto-elastic coupling). The location of these borders and of the AT line is shifted in the presence of a magneto-elastic coupling. The spin-glass and ferromagnetic regions are broadened as a result of a decrease of the effective energy of the system due to the magneto-elastic coupling, as seen in equation (4). The solid and dashed lines were drawn for the parameter values and . For these particular values of pressure and elastic parameters, the second-order boundary between the paramagnetic and the ferromagnetic phases, given by , ends at a tricritical point, at , beyond which there is a (dashed) line of first-order transitions. These are typical results for the compressible SK model in the replica-symmetric approximation.

Figure 1: Comparison between the phase diagrams of the rigid (dotted lines) and compressible (solid lines) SK models. We indicate the paramagnetic (P), spin-glass (SG), and ferromagnetic (F) phases. Solid lines (1) to (4) are the boundaries coming from the replica-symmetric solution of the compressible SK model. Solid line (5) is the AT instability border. There is a tricritical point separating the continuous (solid line) and first-order (dashed line) P-F border of the compressible SK model.

With the exception of the well-known corrections in the spin-glass region [9], in analogy to the treatment of the rigid SK model, the form of the effective four-spin Hamiltonian in the pressure ensemble does not indicate any drastic qualitative changes of the phase diagrams even if we go beyond the simple replica-symmetric approximation.

We now make contact with previous work for mixtures of ferroelectric and antiferroelectric hydrogen-bonded crystals of the KDP family. A disordered Ising model in a random field, with the inclusion of elastic degrees of freedom, has been used to investigate the glassy transition in Rb(NH)HAsO, known as RADA [6]. Also, the phase diagram of Rb(NH)HPO (RADP), in terms of temperature and concentration , has been drawn on the basis of a cluster calculation for a model of Ising pseudo-spins [4, 5]. The Rubidium crystals, RbHPO (RDP) and RbHAsO (RDA), display a ferroelectric transition, at about , similar to the well-known ferroelectric phase transition in the isomorphous KHPO (KDP) crystals. The Ammonium crystals, NHHAsO (ADA) and NHHPO (ADP), display a strong first-order antiferroelectric transition. At the mean-field level, the description of the phase diagrams requires the consideration of two sublattices. We thus use a two-sublattice compressible SK model, given by the Hamiltonian

(35)

where the sum refers to all distinct pairs of spins belonging to different sublattices, and . The random variables are associated with a Gaussian distribution, with suitably scaled moments, , and , where we choose

(36)

and make , in order to mimic ferroelectric () and antiferroelectric () transitions. Two-sublattice Sherrington-Kirkpatrick models, even in the presence of random fields, have been studied in connection with transitions from antiferromagnetic to spin-glass phases [21, 22, 23, 24]. The addition of elastic degrees of freedom, according to the steps of the previous sections, suggests a typical phase diagram as sketched in Figure 2. With a convenient choice of the parameters, it is possible to predict an elastically induced first-order transition from the paraelectric to the antiferroelectric phase for , turning into second order for smaller values of concentration, and which is in qualitative agreement with the experimental findings. The glassy transition can still be understood within the framework of the rigid SK models, with the well-known instability of the replica-symmetric solution in the low-temperature region. It is important to remark that the inclusion of Gaussian random fields is not capable of explaining a first-order transition, in contrast to the predictions of the proposed compressible model [25, 24]. In fact, first-order transitions are associated to either a double-delta distribution of random fields [26, 24] or to the consideration of certain discrete quadrupolar-glass and Potts-glass models [2].

Figure 2: Schematic phase diagram for the two-sublattice compressiblke SK model for RADP in terms of temperature and composition . We indicate paraelectric, ferroelectric, antiferroelectric, and glassy regions. Solid lines represent continuous transitions. The dashed line is a first-order transition.

Acknowledgement

We acknowledge useful remarks of Francisco A. da Costa. We also acknowledge the financial support from Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq).

References

References

  • [1] Tadic B, Pirc R, Blinc R, Petersson J and Wiotte W 1994 Phys. Rev. B 50 9824-33
  • [2] Binder K and Reger J D 1992 Adv. Phys. 41 547-627
  • [3] Blinc R, Bobnar V and Pirc R 2001 Phys. Rev. B 64 132103
  • [4] Courtens E 1983 Helv. Phys. Acta 56 705-20
  • [5] Matsushita E and Matsubara T 1985 J. Phys. Soc. Jap. 54 1161-7
  • [6] Papantopoulos G, Papavassiliou G, Milia F, Schmidt V H, Drumheller J E, Pinto N J, Blinc R and Zalar B 1994 Phys. Rev. Lett. 73 276-9
  • [7] Petridis L and Terentjev E M 2006 Phys. Rev E 74 051707
  • [8] Sherrington D and Kirkpatrick S 1975 Phys. Rev. Lett. 35 1792-6
  • [9] Binder K and Young A P 1986 Rev. Mod. Phys. 58 801-976
  • [10] Domb C 1956 J. Chem. Phys. 25 783
  • [11] Salinas S R 1974 J. Phys. C: Sol. State Phys. 7 241-54
  • [12] Bergman D J and Halperin B I 1976 Phys. Rev. B 13 2145-75
  • [13] Chen Z -Y and Kardar M 1986 J. Phys. C: Sol. State Phys. 19 6825-31
  • [14] Gu L, Chakraborty B, Garrido P L, Phani M and Lebowitz J L 1996 Phys. Rev. B 53 11985-92
  • [15] Tavazza F, Landau D P and Adler J 2004 Phys. Rev. B 70 184103
  • [16] Zhu X, Tavazza F, Landau D P and Dünweg B 2005 Phys. Rev. B 72 104102
  • [17] Landau D P 2006 Braz. J. Phys. 36 640-4
  • [18] Marshall A H, Chakraborty B and Nagel S R 2006 Europhys. Lett. 74 699-705
  • [19] Marshall A H 2007 Phys. Rev. B 75 054414
  • [20] de Almeida J R L and Thouless D J 1978 J. Phys. A: Math. Gen. 11 983-90
  • [21] Korenblit I Y, Shender E F 1985 Sov. Phys. JETP 62 1030-5
  • [22] Fyodorov Y V, Korenblit I Y and Shender E F 1987 J. Phys. C 20 1835-9
  • [23] Fyodorov Y V, Korenblit I Y and Shender E F 1987 Europhys. Lett. 4 827-32
  • [24] Vieira S R, Nobre F D and Yokoi C S O 2000 Phys. Rev. E 61 4760-8
  • [25] Soares R F, Nobre F D and de Almeida J R L 1994 Phys. Rev. B 50 6151-6
  • [26] Nogueira E, Nobre F D, da Costa F A and Coutinho S 1998 Phys. Rev. E 57 5079-86
Comments 0
Request Comment
You are adding the first comment!
How to quickly get a good reply:
  • Give credit where it’s due by listing out the positive aspects of a paper before getting into which changes should be made.
  • Be specific in your critique, and provide supporting evidence with appropriate references to substantiate general statements.
  • Your comment should inspire ideas to flow and help the author improves the paper.

The better we are at sharing our knowledge with each other, the faster we move forward.
""
The feedback must be of minimum 40 characters and the title a minimum of 5 characters
   
Add comment
Cancel
Loading ...
148391
This is a comment super asjknd jkasnjk adsnkj
Upvote
Downvote
""
The feedback must be of minumum 40 characters
The feedback must be of minumum 40 characters
Submit
Cancel

You are asking your first question!
How to quickly get a good answer:
  • Keep your question short and to the point
  • Check for grammar or spelling errors.
  • Phrase it like a question
Test
Test description