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III I, [JRDADV Michigan State University ‘ This is to certify that the thesis entitled A CALORIMETRIC STUDY OF MIXTURES OF COBALT AND NICKEL CHLORIDE HEXAHYDRATES presented by Nguyen Truong Lam has been accepted towards fulfillment of the requirements for Ph.D. degree“, Physics 4.... for—«T Major professor Date 9/7/1977 0-7639 A CALORIMETRIC STUDY OF MIXTURES OF COBALT AND NICKEL CHLORIDE HEXAHYDRATES By Nguyen Truong Lam A DISSERTATION Submitted to Michigan State University in partial fulfillment of the requirements for the degree of ' DOCTOR OF PHILOSOPHY Department of Physics 1977 ABSTRACT A Calorimetric Study of Mixtures of Cobalt and Nickel Chloride Hexahydrates by Nguyen Truong Lam Using a standard He“ adiabatic calorimeter, we have measured the specific heats of a series of ten mixed crystals with chemical formula CoxNil_xClz-6H20. All the samples studied show fairly sharp transitions. The critical tempera- tures thus determined vary continuously from 2.u3°K to 4.H7°K for x ranging from 0.89 to 0.13. The Neel tempera- tures for x - l and x 8 0 have been determined earlier as 2.29°K and 5.3“°K. We found that the critical behaviors of ' the mixed crystals can be explained by assuming that the Ni and Co spins behave like Ising spins randomly distributed on a square lattice, and interact through exchange interac- tions which do not change with concentrations. We have applied the annealed Ising, the annealed Bethe-Peierls-Weiss (BPW), the quenched BPW models to this system. All three theoretical models can be solved exactly, and have varying degrees of physical validity. The quenched models assume the distribution function of the exchange interactions to be fixed, while the annealed models allow this distribution Nguyen Truong Lam to come into equilibrium with the spins at each temperature. We found that the TN vs. concentration diagram can be fairly well explained by both the annealed Ising and BPW models. However, the annealed BPW does not fit the experimental specific heat data as well as the quenched BPW model, while the latter predicts critical temperatures which are too high. In all cases, the specific heat data near the critical region agree well with the annealed Ising model. We present semi- quantitative arguments to support the view that the quantita- tive differences between the quenched and annealed BPW models are due to some peculiarity in the BPW approximation itself, and that it is unlikely that an exact solution of the quenched Ising model will exhibit significant differences from the annealed Ising model. The low temperature specific heats are also found to follow a T3 dependence between 0.5T/TN and 0.75T/TN. This is presumably due to spin wave behavior. We also present some preliminary magnetic phase diagram data. We discuss these features qualitatively and suggest directions in which further theoretical and experimental investigations on CoxN11_x012-6H20 can be carried out. ACKNOWLEDGMENTS I would like to express my sincere thanks to my thesis advisor, Dr. H. Forstat, for having suggested the topic of this research, and for his advice and encourage- ment, without which this project might never have been com- pleted. His understanding and patience in attempting to teach me experimental physics are greatly appreciated. I would also like to thank Dr. M. F. Thorpe for many fruitful discussions about the theory of the annealed Ising model. To Dr. T. A. Kaplan I owe many valuable comments which help clarify some of my ideas about the physics of random magne- tic systems. The financial supports of the Air Force Office of Scientific Research and of the Physics Department, during the early and later stages of this work, are gratefully acknowledged. Finally, to my parents who have always given me so much, and asked for so little in return, I dedicate this thesis. 11 TABLE OF CONTENTS List or Tables 0 O O O O O O O O I O O O O O O O O O 0 List of Figures . . . . . . . . . . . . . . . . . . . IntrOduction O O O O O O O I O O O O O O O O O O O O O I. II. Theory A. l. 2. B. l. 2. C. l. 2. 3. A. 5. D. 1. 2. 30 I". General considerations . . . . . . . . . . . . Quenched model . . . . . . . . . . . . . . Annealed model . . . . . . . . . . . . . . Mean field models . . . . . . . . . . . . . . Virtual crystal approximation . . . . . . Quenched mean field model . . . . . . . . Annealed Ising model . . . . . . . . . . . . . Relation between the annealed and regular Ising models . . . . . . . . Specific heat of the annealed Ising model . . . . . . . . . . . . . . Annealed Ising chain . . . . . Annealed Ising square lattice Correlations between bonds . . BPW mOdel O O O O O I O O O O O O O O O I O 0 Regular Ising lattice . . . . . . . . . . Annealed Bethe lattice . . . . . . . . . . Quenched Bethe lattice . . . . . . Quenched Classical Heisenberg Bethe lattice . . . . . . . . . . . . . . . . . Experimental Techniques . . . . . . . . . . . . . A. l 2 3 1; Experimental Apparatus . . . . . . . . . . . . Dewar and calorimeter Nylon sample holder. . Vacuum pumps . . . . . Pressure Gauges . . . 111 Page . v . vi . l . M . h . A . 5 . 6 . 6 . 10 . 1h . 1H . 18 . 20 . 21 . 22 . 2A . 2h . 27 . 28 . 31 . 32 . 32 . 32 . 37 . 37 . 37 B. Page 5. Thermometer current supplies . . . . . . . . 39 6. Measuring electronics . . . . . . . . . . . 39 7. Magnet and Gaussmeter . . . . . . . . . . . “1 Experimental Procedures . . . . . . . . . . . . “3 1. Sample preparation . . . . . . . . . . . . . “3 2. Helium transfer and temperature calibration . . . . . . . . . 45 3. Specific heat measurements . . . . . . . . . “8 A. Adiabatic Field Rotations . . . . . . . . . 51 5. Adiabatic magnetizations . . . . . . . . . . 51 6. Antiferromagnetic-paramagnetic boundary . . . . . . . . . . . . . . . . . . 52 7. Shutdown . . . . . . . . . . . . . . . . . . 52 C. Data Reduction . . . . . . . . . . . . . . . . . 52 1. Converting Pressure into Temperature . . . . 52 2. Thermometer calibration equations . . . . . 53 3. Determination of thermometer resistances . . 5" A. Calculations for specific heat, field rotations and field sweep data . . . . . . . 55 III. Experimental results and discussion . . . . . . . . 57 A. D. E. Referenc Appendix Review of calorimetric and magnetic properties of COC12’6H20 and N1C12'6H20 o o o o o o o o o o o 57 1. Crystallographic and magnetic structures . . 57 2. Specific heat data . . . . . . . . . . . . . 51 The concentration phase diagram . . . . . . . . 69 1. Mean field fits . . . . . . 71 2. The annealed Ising and Bethe lattices . . . 7“ 3. Annealed and Quenched Bethe lattices . . . . 78 u. Choice of JN1_CO . . . . . . . . . . . . . . 83 Specific heat results . . . . . . . . . . . . . 87 1. Comparisons between theoretical and experi- mental specific heats . . . . . . . . . . . 87 2. Entropy calculation . . . . . . . . . 95 3. Validity of the annealed models . . . . . . 98 u. Low temperature behavior . . . . . . . . . .102 Magnetic phase diagram . . . . . . . . . . . . .105 Conclusions . . . . . . . . . . . . . . . . . .111 es 0 O O O O O O O I O O O O 0 O O O O O O O O .11“ . . . . . . . . . . . . . . . . . . . . . . .117 Table I. II. III. IV. LIST OF TABLES Page Lattice parameters of CoClZ-6H20 and N1012'6H20 o o o o o o o o o o o o o o o o o o o 57 Chemical compositions and Neel temperatures of the samples for which calorimetric measurements have been made. The values quoted for each element are percentages by weight. . . . . . . . 70 Values of JN -Co obtained when the annealed 2-dimensiona concentration phase diagram is required to pass through a particular data point . . . . . . . . . . . . . . . . . . . . . 8A Values of exchange constants in the annealed planar Ising and BPW models . . . . . . . . . . 86 Experimental and theoretical total magnetic entropy changes . . . . . . . . . . . . . . . . 96 LIST OF FIGURES Figure Page 1. Pyrex helium dewar . . . . . . . . . . . . . . . . 33 2. Cross section of body of calorimeter (Not to scale) . . . . . . . . . . . . . . . . . . 3‘l 3. Side view of upper part of calorimeter (Not to scale) . . . . . . . . . . . . . . . . . . 35 A. Schematic diagram of pumping system . . . . . . . 38 5. Sample thermometer current supply. Similar circuit for bath thermometer with all resistances divided by 10 O C I O O O O O O O I O O O O O I O O C O O 6. Diagram of electrical measuring circuits . . . . . “2 7. Example of recorder pen path . . . . . . . . . . . 50 a.) Specific heat data b.) Field rotation data 8. Magnetic structure of CoCl '6H20. J, J1, J2 are possible exchange interact ons . . . . . . . . . . 59 9. Experimental specific heats of NiC12-6H20 and CoClg-6H20 compared with the BPW and Ising mOdels O I O O O I O O O O O O O O O O 0 O O O O O 6“ 10. TN vs. concentration diagram for mean field mOdels O O O O O O O O O O O O O O O O O I I I O O 73 11. TN vs. concentration diagram for the annealed and BPW madels O O O O O O O O C O O O O O O C O O 77 12. TN vs. concentration diagram for the annealed square lattice and simple cubic Ising models . . . 80 13. TN vs. concentration diagram for the annealed and quenched BPW models . . . . . . . . . . . . . . . 82 1h. Experimental and theoretical specific heats of 89 N10.11 000.89 C12'I6H20 o o o o o o o o o o o o o o 15. Experimental and theoretical specific heats of N1 012.6H20 o o o o o o o o o o o o o o 91 0.50 C°o.so vi Figure Page 16. 17. l8. 19. 20. 21. Experimental and theoretical specific heats of N10.87C00.13C12.6H20 o o o o o o o o o o o o o o o o 93 Normalized magnetic entropy for three Co concentra- tions. The Neel temperatures are indicated by arrows. O O O I O O I O O O O 0 O O O O O O O O O O 98 Fractional mean square fluctuations of the distri- bution functions for the three possible bonds in the annealed Ising and BPW models. Note that the right hand scale is ten times larger than the left hand scale . . . . . . . . . . . . . . . . . . . . .101 C/T3 vs. T/TN for three different Co concentra- tions 0 O O O O O I O O O O O O O O O O O O O O O .10“ Spin wave coefficient a vs. Co concentration . . . .107 Tentative magnetic phase diagram for two different Co concentrations . . . . . . . . . . . . . . . . .110 vii Introduction In recent years, there has been an upsurge of interest in random magnetic systems. As can be expected, such systems present interesting experimental and theoretical problems. The present work is a calorimetric study of random mixtures of two antiferromagnetic insulators. NiClz-6H20 and CoC12-6H20 have similar molecular weights, formation energies and crystallographic structures. Furthermore, the lattice constants are nearly equal. There- fore, one can expect the two salts to form a complete series of solid solutions and indeed, the compositional phase diagram has been studied as early as 1928 by Osaka et al.1 The magnetic behaviors of both salts have been extensively investigated. Calorimetric studies indicate Neel tempera- tures in the liquid He“ region (2.29°K for CoCla'6H20 with effective spin S - 1/2 and 5.3M°K for NiC12'6H20 with effec- tive spin S‘- l). Magneto caloric and susceptibility studies establish that both salts can be described as anisotropic antiferromagnets although the source of the anisotropy may differ in each salt. Using a standard He“ calorimeter, we have established the Neel temperature vs. concentration diagram for a wide range of compositions. To explain this phase diagram, we have made the following assumptions: a) the Ni++ and Co++ ions are randomly distributed on a square lattice. b) the exchange constants between like ions retain their "pure" values in the mixed lattice. Thus, the only adjustable parameter is the exchange constant between unlike ions. We have taken this exchange constant to be antiferromagnetic. Further, it has been possible to carry out a detailed comparison between experi— mental and theoretical specific heats. Among the theoretical models considered, the one which appears to explain the phase diagram and fit the experimental specific heats the best is the "annealed Ising" model. However, these apparent agree- ments raise almost as many questions as they answer. We will attempt to address those questions in the course of this work. As far as their magnetic behaviors are concerned, NiClz'6H20 and CoC12'6H20 exhibit qualitatively similar magnetic phase diagrams. However, the anisotropy energies in NiClz'6H20 are significantly higher than those of CoClZ'6H20. Also, the easy axes are oriented differently. Therefore, one might expect an extensive study of the magnetic phase diagrams of mixed crystals to reveal some interesting aspects. Unfortunately, we have not been able to grow single mixed crystals of sufficient quality to warrant such an investiga- tion. We will present preliminary magnetic phase diagrams for two concentrations and attempt to discuss them qualitatively. This work will be divided into three sections: -Section I sets forth the theoretical models used. -Section II describes the experimental apparatus. -Section III contains a discussion of the results and offers suggestions for further work. I. Theory A. General considerations Consider a lattice of N magnetic ions with spins 31: whose magnetic behaviors can be described by a Heisenberg Hamiltonian, Ha.- ZJ s (1.1) {1.3} iJ 185 Following Brout,2 we distinguish between two kinds of ther- modynamic behaviors if the Jij's are allowed to vary randomly. l.) Quenched model The positions of the ions are "frozen in", i.e. they are not allowed to change with temperature. For a definite ionic configuration specified by ($1, 23, ...), one writes the Hamiltonian explicitly as I}i(§',§ ,...) - - :2: J' (I ,§ ...)§ °§ (1.2) i J {1,3} 11 i J i J and the partition function as Z(§1,§J,...)= g e"‘3H (1.3) {81} with B 3 l/kT k - Boltzmann's constant T 8 temperature In (1.3). the summation is carried out over all possi- ble spin states. For the particular ionic configuration A under consideration, the average energy can be claculated in the usual way as U(;1,;J,ooo) . "' 1%:le- (1.”) The macroscopic energy U cannot depend on a particu- lar ionic configuration, but only on such parameters as the concentrations of the ions. In other words, the observable ‘U must be an average of the U(;i,xj,...) over all spatial configurations, i.e. fi- 8 <> (105) or E 8 <<.. 3%)): -aiB <<1nZ(;1,-J;J,..) >> (1.6) 38 Here, the double bracket denotes configurational averaging. From (1.6) one sees that all thermodynamic func- tions can be obtained from <. As far as mixtures of magnetic insulators are con- cerned, the quenched model can certainly be realized in practice. 2. Annealed model In this model, one allows the probability distribution of the JiJ's to come to equilibrium with the spins at each temperature. In much the same way one lets the number of particles vary in the grand canonical ensemble. One is thus led to introduce a grand partition function E :- Z 2: e'BHe'Bgnfn (1.7) {81} {fn} where 5n - chemical potential associated with a possible value Jn of J13 fn =- thermodynamic variable conjugate to {n The average energy U is now given by fi - - Jig—21E. (1.8) With the {n's determined so as to produce the average dis- tribution P(J), which is assumed independent of temperature. In (1.7) the summation over the spins and the fn's are carried out simultaneously. Looking at (1.7), one can say that, roughly speaking, the annealed model amounts to averaging the partition function Z over the probability distribution of the Jij's, while in the quenched model, this averaging is done for an. As one may imagine, the former averaging is mathematically much more tractable. The nature of "fn" may seem obscure at the moment. It can be related to the probability for a particular exchange interaction Jn to occur. More details will be provided in part C. B. Mean field models In almost all dissertations on magnetic insulators, one usually begins with some sort of mean field approximation. Let us follow this tradition by considering two random mean field models. 1. Virtual crystal approximation In the mean field approximation one replaces the Heisenberg Hamiltonian (1.1) by a sum of single spin Hamiltonians, i.e. )imf - 22’11 (1.9) where )1 . -§1 . :8 J (1.10) 1 13‘s? The bracket denotes thermal average. For definitiveness, let us assume all J13 0, two kinds of magnetic ions A and B (with spins SA and SB), and nearest neighbor interactions only. Thus, we introduce three kinds of exchange interactions: 3AA: JAB: JBB' Further, assume the presences of small anisotropy energies which orient all spins in the same direction, in the ordered state. In the following, we can then drop all vector notations. .Consider an A ion surrounded by z nearest neighbors. From (1.10), one sees that the effective field acting on ion A is given by Similarly HB - [JAB nA ”A + JBB nBch] / gBu (1.12) Here gA(gB) a gyromagnetic ratio of ion A(B) along the magnetization direction u - Bohr magneton nA(nB) - number of nearest neighbors of type A(B) ”A a a“B 8 Let p and q be the concentrations of ions A and B respectively. We have “A + “B - z (1.13) p + q - 1 (1.1u) The virtual crystal approximation consists in setting nA - zp (1.15) nB - zq (1-15) The mean field consistency conditions become 0h 8 SA BSA (xA) (1.17) 03 = 33 BSB (xB) (1.18) where BS (x) - the Brillouin function - 25+1 goth géil x - l. coth §_ (1.19) ZS ZS 28 23 S g vH xA,= _é_£_11 (1,20) kT S g uHB B B I — 1021 xB RT ( ) The system of equations (1.17) and (1.18) possesses non zero solutions only below a critical temperature Tc. To find To, expand the right hand sides of (1.17) and (1.18) around 0A a 0B a 0. Using the well known Taylor series BS(x) . §il + 0(x3) (1.22) 38 these expansions read S(S +1) agAA A 3kT [2(pJAA 01 + qJAB] (1.23) S (s + 1) 05" B 3:? [2(pJAB “A + qJBB‘TB)] (1.2a) Using the mean field expressions for the critical temperatures of the pure systems 2 sA(sA + l)JAA - z S (S + l)J 3k (1.25) We can rewrite (1.23) and (1.2A) as a homogeneous linear system J (p — 1.)”1 + q .6203 = 0 (1.26) TA JAA JAB 0' P ___ + - 2. JBB A (q )0a = 0 (1.27) To get a non-zero solution the determinant should vanish. This condition leads to a quadratic equation in T. 2 JAB 2 — T (p'I‘A 0TB)T TA TB pq (1 JAAJBB) - 0 (1.28) The positive solution Tc is given by I'-' Tc = 5 [( TA + qTB) +:v/(pTA - qTB)2 + "Pq TATE JIB JAAJBB (1.29) 10 (1.29) gives the critical temperature vs. concentra- 2 tion in this approximation. Note that when JAB = JAAJBB: (1.29) reduces to TC ' pTA + QTB (1.30) and the Tc vs. p curve becomes a straight line. 2. Quenched mean field model The virtual crystal assumption may appear somewhat arbitrary. It certainly ignores fluctuations in the local surroundings of an ion. In the hope of producing a more consistent (if not better) approximation, let us follow the procedure outlined in part A for quenched random models. In this case, the configurational averaging of an can be carried out in a simple manner. Assume that the ions are distributed completely ran- domly on the lattice. The probability for a lattice site to be accupied by an A ion is simply p = concentration of A ions. The probability that this ion is surrounded by “A and n B nearest neighbors of types A and B is then 2! pnAan. nAlnB! In other words, if we let PA(nA,nB) = probability of occurrence of a cluster with an A ion at the center surrounded by nA A ions and “B B ions Then PA(nA,nB) = p w(nA,nB) (1.31) 11 with z! w(nA,nB) = —;—-!- pnAan (1.32) "A H3 The partition function associated with this particu— lar cluster will be denoted by ZA Similarly PB(nA,nB) = QWUIA’HB) (1033) with associated partition function ZB The configurationally averaged partition function Z is given by z z an = Z PA(nA,nB) anA + Z PB(nA,nB) anB nA=0 nA=0 (1.31:) z z s p Z w(nA,nB) anA + q 2 w(nA,nB) anB nA=O nA=0 The explicit expressions for ZA and ZB are 28 +1 z = sinh( A x >/sinh( x11) (1.35) A ng A 28A + ZB = Sinh (283 1 xB)///51“h (.22.) (1 36) 233 ' 283 with xA and xB defined earlier [equations (1.20) and (1.21)]. Just as for the pure lattices, the average spins 0 A and OB are calculated as U=Sfl=SZw(nn)alnzA Z A A axA p A A’ B -———— = DSA W(nAsnB)BSA(XA) 3 x“ (1.37) 12 dan danB ‘7 I S I S 28w n n I S 23w n n B x B 36 KB 9 s < A: B)dx Xa q B ( A’ 3) SB( 3) (1.38) Expand the Brillouin functions around.0A I 0B I 0 to get pS (S +1) . A A 2.0.an) [nAJAAUA + nBJAB‘TB] (1.39) 3kT qS (S +1) I B B Zw(nA,nB) [nAJABUA + “BJBBGBJ (1.“0) 3kT Now 2 z: 21 nA nB Z:w(nA,nB)nA I n . DAIHB! p q "A I zp (1.A1) A z - 21 nA nB g Z:w(nA,nB)nB Z: “AlnB! p q “B zq (l.A2) Expressing JAA’ JBB in terms of TA and TB, we obtain 2 T) JAB¢7 p - 4- pg B ' 0 (1.143) ( TA A JAA J _ABO'+(2-T)0'-o 1m: Comparing (l.AA), (1.A3) with (1.27) and (1.26) one can immediately write down the equation for the Tc-p diagram as 2 J Tc ' %{}PZTA + qZTB) +«J{;2TA-q2TB )2 1 "PZQZTATB J AB ] AAJBB (1.“5) Thus, as far as the Tc-p diagram is concerned, the quenched 13 mean field model simply amounts to substituting p2 and q2 for p and q in the virtual crystal approximation. From (1.Al) and (l.fl2), one also sees that it is possible to obtain the virtual crystal approximation by letting PA(nA,nB) I PB(nA’nB) I w(nA,nB) (1.46) which is certainly a rough way of doing configurational averaging. So far, we have considered only the ferromagnetic case. In general, the zero field thermodynamic behavior V of an antiferromagnet is identical to that of the correspond- ing ferromagnet, provided the antiferromagnetic lattice can be subdivided into two sublattices [called "up" and "down" sublattices], such that the nearest neighbors of an "up" spin belong to the "down" sublattice, and vice versa. One can verify this equivalence directly by noting that the effective field acting on an A spin which is "up" should bewritten as HA I [JAAnA0h(down) + JABnEUB(down)]/8Av (l.A7) With all exchange constants negative, one readily verifies that by imposing new consistency conditions ”A(up) I -0h(down) (1.”8) 03(up) I -Ob(down) (1.A9) the same Tc-p diagram is obtained as before. For zero exter- nal magnetic field, (1.A8) and (l.h9) certainly appear rea- sonable. As is also well known,3 a two sublattice division is possible for simple crystallographic structures, such as the simple cubic and square lattices. In C. Annealed Ising model So far we have considered only isotropic Heisenberg interactions. Since S I 1/2 for the Co ions and both pure crystals exhibit magnetic anisotropy, it seems natural to turn to a random Ising model as the next approximation. For mixtures of magnetic insulators one would like to try a quenched random Ising model. However, except for the one dimensional case, the quenched model is beset with consider- able mathematical difficulties. The annealed Ising model turns out to have a simpler mathematical structure. Basi- cally, it can be related to the regular Ising model, for which exact solutions are available in one and two dimensions. The following development closely follows Thorpe and Beeman. The basic ideas behind the annealed Ising model have been discussed earlier in the literaturefj’6 But ref. A has the merit of clearly setting forth a general approach to the problem. 1. Relation between the annealed and regular Ising models The most general Ising Hamiltonian can be written as H I - E: J (r a' (1.50) mn m n with spin variables crm, (In I 11 Suppose the Jmn's can take on a set of discrete values J1, J2, ...J1, "'Jn' With each J1 associate a chemical poten- tial £1. 15 The extended Hamiltonian )1 can then be written as a sum of bond Hamiltonians )‘l. 2 Hum (1.51) where, for example )4 n 12 ' ' X Jifi ‘71 c’2 ' Z Eifi (1-52) i=1 1 With f1 I 1 if J12 I Ji; 0 otherwise. Note that f1 can be considered as a thermodynamical variable conjugate to 51. To have a single exchange interaction associated with each bond, the fi should satisfy the condi- tion n 2 r1 . 1 i=1 (1.53) This makes 21¢? a 1 (1.51)) The bracket < > denotes thermal average. ‘fi’ can be inter- preted as a probability for a bond to have the interaction J1. The requirement that be temperature independent will determine :1. I The grand partition function 5 involves a summation over both the f1 and the spins 03 a. Z X e-BH (1.55) {0J1 {f1} 16 Do the sum over the fi first. Since, the }imn'in (1.55) commute with one another, this sum reduces to a pro- duct of terms of the form. {Ef-BHM . 2; exp(BJ10‘m0'n + 851) (1.56) 1 The next step consists in noting that the product¢7m0h = :1. One can then rewrite (1.55) as Z exp(BJ1CTm can be considered as the average probability for a bond to have the interaction J1. It is calculated as follows 2 2)in??? 31nA 2 a1 < > a - = ____ + __ nZ 8K f1 NZ 3 851) 351 N2 8K {FI' (1°63) or _ alnA 3K _. 861 + can —351 (1.61)) where 2 aan e(K) I N; 3K = <210é>>= nearest neighbor correlation function in the regular lattice Using (1.61) and (1.60), one finds that (1.6A) is equivalent to e B<€1+J1> a 2 (1.65) geek: ”3) [1+e(K)] + [l-e(K)]e2(K'BJi) 18 Sum over all i to obtain 2 (fl) 3 = l .66 1 [l+e(K)] + [1-e(K)]e2(K-BJ1) 2 (1 ) Using Exfi> I 1, one shows that (1.66) reduces to a more 1 symmetrical form i coth(K-BJ1)-e(K) a O (1.67) Going over to a continuous probability distribution function P(J), (1.67) becomes 2(1) dJ _ . ]{coth(K-BJ)-6(K) 0 (1°68) In summary, (1.68) allows us to calculate K as a function of temperature T, once P(J) has been specified. Incidentally, suppose we change all the signs of the J's without altering P(IJI). From (1.59) we see that K Simply becomes -K. Then (1.68) remains satisfied, provided e(K) I -e(-K). In this case, there is complete equivalence between the ferromagnetic annealed Ising model and the antiferromag- netic one with the same P(J). 2. Specific heat of the annealed Ising model One can proceed further and obtain general expressions for the average energy U and the magnetic specific heat C. 19 N2 1. U a " 7 2J1 = 2J1 am: (1.69) 1 1 3(8Ji) C 3 6U 5T (1.70) Combining (1.61), (1.60), (1.68) we derive 8 NE 1 - ecoth (K-BJ) u 2 f coth (K_ SJ) _6 }J P(J) dJ (1.71) Further -1 C " 'N‘k' “2 {13 “"2 (“>1 + I22 [11"(1'82 (x)-%E> 1'1} 2 (1.72) With 11 = ./[coth (K- BJ)- e(K)J"2 P(J) dJ (1.73a) 12 a ‘[[coth (K- BJ)- e:(1<)]"2 csch2(K- BJ)P(J) dJ (1.73b) I3 = JfEcoth (K- BJ)- s:(K)]"2 csch2(K- BJ)J2 P(J) dJ (1.730) Consider some special cases. 3. Annealed Ising chain The one dimensional regular Ising model has first been solved by E. Ising:7 For the nearest neighbor correla- tion function we have e(K) a tanh K (1.7“) 20 Substituting (1.7“) into (1.71) and (1.72), we find C: . .. 2112 [J tanh( BJ) P(J) dJ (1.75) 2'0 75‘ I €32 “[JZ sech2( BJ) P(J) dJ (1.76) If we have two kinds of ions A and B randomly distri- buted on the chain with concentration p and q, and with interaction constants JAA3 JBB; JAB: a natural choice of P(J) might be P(J) = 1328(J-JAA) + 2pq8(J-JAB) + q28(J—JBB) (1.77) where 8 denotes a Dirac delta function. To elaborate slightly, suppose we have NA A ions and NB B ions (NA + NB = N) which are randomly distributed on an infinite lattice. (1.77) is the bond distribution function which results in the limit N+I , such that Efi I p and Na “'77 ' q° Substituting (1.77) into (1.76), the specific heat becomes NE 3.; 82 [sziAsech2 BJAA+2qu§Bsech23 JAB+q2J§BsecthBBJ (1.78) With 2I2, the above agrees exactly with the heat capacity of the quenche? Ising linear chain as calculated by Katsura and Matsubara. So, in the one dimensional case, the annealed and quenched models for Ising spins are completely equivalent. 21 A. Annealed Ising square lattice As is well known, the regular two-dimensional square Ising model has first been solved by Onsager.9 He obtained the following expression for e(K) e(K) I coth 2K[% + ”-1 (2 tank22K-l) F1(k1)] (1.79) where k1 = 2 Sinh 2K (1.80a) (cosh 2K)2 F1(k) I complete elliptic integral of the first kind W/2 2 F1(k) = ]{ de(1—k2sin2e)'1/ (1.80b) O (1.79) looks more formidable than it really is, since it turns out that Fl(k) can be readily evaluated by computer. de A second order phase transition occurs when 3E diverges. This happens for Kc =.% 1n (l+.¢2) and 5c I :%§. Inserting those values of Kc and ‘0 into (1.68) and assuming P(J) given by (1.77), we obtain the critical temper- ature Tc vs. concentration diagram. Further, using the full expression for e(K) and (1.68), K has been numerically calculated as a function of temperature T, by the standard Newton-Raphson method. (1.72) and (1.73) then give specific heat as a function of T. - These theoretical results will be compared with exper- imental data in chapter III. 22 Note that e(K) is an odd function of K. This ensures complete equivalence between the antiferromagnetic and ferro- magnetic annealed square Ising lattices under zero magnetic field. 5. Correlations between bonds At this point, it may be worthwhile to ask the ques- tion: to what extent does an annealed model approximate a quenched model which one expects to be much more physically realistic for mixtures of magnetic insulators? Within the framework of the annealed Ising model, it is possible to provide a partial answer to this question. In the quenched model, the interaction constants are independently distributed on the lattice according to some probability function P(J) which does not change with tempera- ture. The annealed model allows the interaction constants distribution to come into equilibrium with the spins at each temperature. This makes the interactions distribution fluc- tuate around some average distribution (which we have also called P(J)). One can also look at the situation from a different point of view. Consider two pairs of spins: ( 01*72) and ( ar,ar+i). Let f1 and £3 refer to the first and second pairs of spins respectively. The thermal average can be interpreted as P(J1,JJ) I joint probability for ( 01:72) and ( I (1 +.c) (1.81) where 1.82 <‘7102°r°r+l> - 52(K) ( ) [00th (K-BJi) - €(K)][00th (K-BJJ) - €(K)] In the quenched model, P(J1,J2) I P(Jl):P(J2). So from (1.81) one can say that the annealing process has de- stroyed the "true" randomness or statistical independence of the bonds. For the Ising chain, ' <7102> 2 6 so that c I 0. This helps explain why the annealed and quenched Ising chains are completely equivalent. Now, let f1 I f and 01 = 0r; a? I 0}+1 in (1.81) J and (1.82). We obtain 2 2 c = ‘fi ’ ‘ ‘fi’ = 1 - e2(K) (1.83) 2 [coth(K-BJ1) - e(K)]2 since 012 I 022 I l c in (1.83) can be considered as the fractional mean square deviation of the bond occupation probability for J1 from its average value . The magnitude of c is then a rough measure of the extent to which the annealed and quenched models differ from one another. One should not take this too literally, however. For example, in the linear chain, (1.83) becomes small but does not vanish, although the annealed linear chain is equivalent to the quenched one. It turns out that there is one non trivial theoretical model where one can make a direct comparison between the 2A annealed and quenched approaches. This is the Bethe-Peierls- Weiss model, which we will consider in the next section. D. BPW model The BPW approximation was first applied to the Ising 11 Later, Weiss12 extended it model by Bethe10 and Peierls. to the Heisenberg model. Let us first review the BPW treat- ment of the regular Ising lattice. 1. Regular IsingAlattice Consider a cluster consisting of a central spin with its 2 nearest neighbors. The BPW approximation treats the interactions within the cluster exactly, and replaces the effects of the outside spins by an effective field acting on the nearest neighbors. Explicitly, the cluster Hamiltonian can be written as Z ' Z H01 - -J Z (roan - g pH 00 - g ”(Hi-H) Z on (1.814) nIl n=1 where 06 I central spin I I1 an I nearest neighbor spins I I1 I external magnetic field H' I effective field due to outside spins. g I gyromagnetic ratio along the magnetization direc- tion. J I interaction constant 25 We have assumed H and H. to be direbted along the magnetization direction. We can then drop all vector nota- tion. The partition function of the cluster 201 I Tre’B)U' can be conveniently divided into two parts ch I 2+ + Z_ (1.85) 2+ corresponds to a I l o Explicitly z 2 I Z Z exp[x + (x+L+K) Z on] + (713:1 02:11 {1:1 I ex[2 cosh (x+L+K)]z (1.86) Similarly Z_ correponds to UOI-l and is given by Z_ I e'x [2 cosh(x+L-K)]z (1.87) Here x I BguH L I BgvH' K I BJ The average spins (do) and can be calculated in terms of ch as alnz ‘ “0’ ‘ "E—x'c‘l' . (1.88) 31nZ ‘ “n’ "2 'TITC'I' (1.89) We restrict ourselves to the case H I 0. (1.88) and (1.89) then simplify to 21-2., ‘ ”o" T (1.90) 26 [Z tanh(L+K + Z_tanh(L-K)] I + ) (1°91) ch Consider first the ferromagnetic case. The effective field is then found by imposing the consistency condition < ab> I < an> . This yields the following equation for H' (or L) 2L [cosh(L + K) z-l (1.92) e ' cosh(L - K) or, in a more symmetrical form tanh K tanh L I tanh [L/(z-l)] (1.93) By expanding (1.93) as a Taylor series around L I 0 one finds that a non-zero solution exists for L below a cri- tical temperature Tc given by 1:1 tanh Kc = tanh ET; 2-1 (1.9u) One can also calculate the nearest neighbor correlation e(K) = < = E ‘3‘?" (1.95) Combining (1.86), (1.87), (1.92), we find 2 (K = 1 - e ) eZKcosh2L + 1 (1.96) For N spins, the total average energy U is then given by u = - 3223— cm (1.97) 27 and the specific heat 2K2 de 2 dK (1.98) C) II Dali): *3 C II 2 N For T2 Tc’ L 0 and (1.96) simplified to e(K) = tanhK (1.99) which is identical to the 8(K) of the Ising chain. For the two sublattice antiferromagnet, the consistency condition should now be < 00> I - <¢7n>. We then find £(K) I - e(IK|) and the specific heat is exactly the same as in the ferromagnetic case. Just as the mean field approximation, the BPW appro- ximation gives a finite specific heat discontinuity at Tc- The main improvement over mean field is that BPW predicts a non-zero specific heat above Tc- Finally, note that the BPW approximation becomes exact if the Ising spins are distributed on a pseudo lattice called the "Bethe" lattice. For details, see Katsura and 13 Takizawa. 2. Annealed Bethe lattice We are now in a position to apply the annealed Ising formalism to the Bethe lattice. Recall that the transition temperature Tc is given by 28 P(J)dJ _ J/‘EOth (Kc'BcJ) - €(Kc) - O (l 100) As 6(Kc) I tanh Kc I 2%I’ (1.100) reduces to ‘/r(J) tanh (BcJ)dJ a 2%I (1.101) This result has been derived earlier by Matsubara.1'4 3. Quenched Bethe Lattice Matsubara,lu Katsura and Matsubara,8 Eggarter15 have investigated the quenched Bethe lattice using three fairly indirect approaches. We present here a simpler (but less rigorous) derivation, based on a straightforward configura- tional averaging of 1n ch. Just as for the quenched mean field model (section B.2), we can write 2 z <<1anl>> = p :0 w(nA,nB) anA + q :0 w(nA,nB) anB(l.102) nA= nA= where all the symbols have been defined in 8.2. Just as for the regular lattice, we find it convenient to split ZA and 23 into two parts ZA+; ZA_; 25+; 28- such that X Z 11 1'1 ZAI I e1 A0 2 cosh AExAn+LAiKAAJCOSh BExBn+LBiKABJ (1.103) ix 2 nA i n + Z i g 6 BO 2 cosh [xAn +LA KABJCosh B[xBn + LB-KBB] (1.10u) 29 where X10 ' BgiuH 3 Kin (1.105) KIJ ’ 3313 Bgiufli t‘ p. u 1 I A,B Note that we have introduced two effective fields HA, Hg acting on nearest neighbor ions of type A and B respectively. For the ferromagnetic case, HA and Hg are determined by the consistency condition <"‘Ao> = “’An’ (1.106) <"136’ = <0Bn’ (1.107) where, for example (1.108) a<<1nzcl>> .l a<<1nzcl>> Z (GAO) = 3on "OAn> : aLA The full expressions for (1.106) and (1.107) appear somewhat complicated. To first order in LA’ LB they reduce to PtAB[(Z-1){PCAA + thB}-Z]LA + [l-zthB + (z-1)q2t§B + pq(z-1)t§BJLB = 0 (1.109) 2 [l-zptAA + (z-l)p2tAA + pq(z-l)tfiBJLA + thB[(z-1){ptAA + thB}-Z]LB 3 0 (1.110) where we have abbreviated tAA 3 tanh KAA tBB g tanh KBB tAB 3 tanh KAB 30 For non-trivial solutions to exist, the determinant of the above system should vanish, or 2 2 , 2 [l-zptAA+(z-l)p2tAA+DQ(z-l)tg8][l—zthB+(z-l)q2tBB+pq(z—l)tAB] 'pqt§B[(Z-1) ptAA+thB “212 3 0 (1.111) (1.111) can be factorized into 2 2 2 [{1-(2-1)ptAA) {l-(z-l)thB) - (z-1)2p q tAB][(1-ptAA)(1-thB) -pthBJ I 0 (1.112) This is equivalent to {1-(z-l)ptAA} {1-(z-1)thB} -(z-l)2pqtiB I 0 (1.113) since the other term in brackets corresponds to z I 2 (linear chain) and has no non-trivial solution. To sum up, (1.113) gives the Tc vs. concentration diagram for the quenched ferromagnetic Bethe lattice. As usual, for the two sublattice antiferromagnet, the consistency conditions should now be < 0A0) I -< Okn> and < 9Eo> I “aBn’ . This then yields the same Tc vs. p equation as in (1.113), except that now t and tBB should enter with their absolute AA values. In chapter III, we will compare (1.113) with the annealed Bethe result (eq. 1.101). Right now, we can easily write down expressions for the specific heat above Tc' Above Tc’ since e(K) I tanh K the annealed Bethe lattice specific heat CA reduces to the linear chain form [eq. 1.78], assuming P(J) given by (1.77). 31 To find the quenched Bethe lattice specific heat C Q9 one first finds the energy per bond -% 3 <<:: ch>> . Since there are 33. bonds the total energy U is then -§ 2 38 Finally, CQ 8 %% . Above Tc, H; I Hg I 0 and one finds that CQ reduces to (1.78). Therefore, above a certain temperature, we have CA I CQ and the annealed and quenched Bethe lattices become equivalent. Below Tc’ CA and CQ must be evaluated numerically. The results will be presented in chapter III. A. Quenched classical Heisenberg Bethe lattice Finally, as an aside, one may mention the quenched classical Heisenberg BPW model, since the Tc vs. p diagram looks similar to (1.113). Assuming that the spins couple through a Heisenberg interaction and behave like classical vectors, Boubel et al.16 [also Katsural7] have derived the following Tc vs. p diagram, within a quenched BPW approxima- tion. (1.111)) [l-(Z-l)pL(BCJAA)][l-(z-1)qL(BCJBBH - (z-1)2pqL2(eCJAB) = o where L(x) I cothx - % I the Langevin function. (1.115) N 3<<1n Zol>> . II. Experimental Techniques A. Experimental Apparatus l. Dewar and calorimeter The experimental apparatus consists of a pyrex dewar shown in Fig. l and a triple can calorimeter shown in Figs. 2 and 3. The dewar was made to specifications by H. S. Martin and Son (Evanston, Illinois) and has been described in details earlier.18 The fundamental problem in adiabatic calorimetry is to ensure good thermal isolation of the sample. In this case, the surroundings consist of a) the large Hen bath at A.2°K in which the calorimeter is immersed, b) a smaller A contained in a Helium can which is connected volume of He to the inner can where the sample is placed. Good thermal isolation can be achieved by ensuring that the sample is not in contact with the inner can, and by pumping on the inner and outer cans. The purpose of the Helium can is to allow temperatures lower than A.2°K to be reached by pumping on a small volume of He“. To reduce heat leaks to the inner can, all pumping lines (including the leads line) are made of german silver. The Helium can and inner can are made of cOpper. The inner can pumping lines and leads line are partially surrounded u by the He in the Helium can. When they emerge from the end 32 33 v Figure l. '.- LI :' :‘l . r € '5‘ .. I. SR SYXXV. “SICKXS ,xm ‘SSCSS- \t UT\ I :ERSX. ,éxasxs V. \_ m :SSL.‘ XXX / Pyrex helium dewar 822? M-3064O 2mm BORE STOPCOCK (90" FROM FILL PORTS) 32 mm 0.0- FILL l80° \Poars, .. 2 LONG APART , C ROSS HATCHING REPRESENTS VACUUM JACKETS BOTH DEWARSARE SILVERED, WITH A TAPERED SLIT, IO mm WIDE AT THE BOTTOM HELIUM CAN—:1: ‘— PUMPING LINE '— \4 INNER CAN /PUMP|NG LINE HELIUM CAN EIGHT 2'56 k TAPPED HOLES\% ”7 It- BATH / THERMOMETER BAKELITE ——--“"" TERMINAL BOARD ELECTRICAL/I LEADS NYLON SPACER \> L EADS LINE LEAD O‘RING ...———-—"BATH HEATER (—-—‘ OUTER CAN BRASS RADIATION S HIELD INNER CAN GERMAN SILVER STRIP CERROLOW ||7 j/SOLDER JOINT Figure 2. Cross section of body of calorimeter (Not to scale) 35 r1 INNER CAN r/fi / Q/ PUMPING / .. LINE / HECIAIIIJM J L. NEEDLE PUMPING VALVE LINE f // ' L / J / ’/’//)///W’F‘/ J JUNCTION ___—.4. BOX tag '1 F- LEADS KJ‘” LINE + OUTER CAN PUMPING LINES [ll I-.. L_.- E Ir~ Figure 3. Side view of upper part of calorimeter (Not to scale) 36 of the leads line, the electrical leads are glued to the bottom of the Helium can, thus ensuring good contact to a low temperature bath. The bottom of the outer can is made removable, to allow insertion of nylon spacers which further prevent thermal contact between inner and outer cans. Heat radiation from parts of the calorimeter at room temperature constitutes another source of thermal leak. The standard remedy for this is to put right angle bends in pumping lines, wherever practical. As shown in Fig. 3, the lower part of the Helium can evacuation line is connected by a tee joint to the upper part, so that pumping on the Helium can is done through one side of the tee. The upper part of the outer can pumping line ends in a junction box, from which emerge two smaller pumping lines to the outer can. A brass radiation shield is attached to the bottom of the Helium can. Note however that the inner can pumping lines go straight down. Apparently, this produces no adverse effects during specific heat measurements. The brass shield has two clearance holes drilled through it, to allow inser- tion of a stainless steel shield enclosing the smaple. This limits the sizes of the samples, and does not seem to have any effects, in one way or another. This shield was removed in the last run. This calorimeter is basically a modification of a rotator calorimeter designed by J. R. Ricks. Some of the early measurements were done with a calorimeter designed by 18 N. D. Love and described in his thesis. In Love's calori- meter, the inner can is simply soft soldered (with Cerrolow 117) 37 to the bottom of the Helium can. But, due to repeated fail- ures of the soldered joints, we have resorted to a "flange" system, whereby the sealing is ensured by a lead 0 ring be- tween flanges On the inner and Helium cans. Details of the arrangement are depicted in Fig. 2. 2. Nylon sample holder For experiments in a magnetic field, we use a nylon a C-clamp attached to a nylon support to prevent the sample from rotating under the influence of the field. This has 19 been more fully described elsewhere. 3. Vacuum Pumps The pumping system is depicted schematically in Fig. A. A Veeco EP 2AI 350W air cooled diffusion pump, which can attain a pressure of 10'6 mm Hg, is used for pumping on the inner and outer cans. A Welch Duo Seal pump serves as the forepump. Another such pump maintains vacuum on one arm of the U tube manometer, and is used to evacuate the McLeod gauge after a reading. A high capacity Stokes mechanical pump evacuates the dewar or pumps on the bath in the Helium can. A. Pressure Gauges Helium can pressures above 2.50m Hg are measured with a mercury U tube manometer. Below that pressure, an oil- filled manometer is used to observe qualitatively the change in pressure with temperature during thermometer calibration, while the McLeod gauge measures the calibration pressure accurately. Seaman mafiassq mo Emnwmfic OHpMEmcom .: mpswfim 38 a n r 53.3 mmzz. I. WI :\1 c Eon. 53.13 «<33 . w. _ % 22a 7 - A zupm>m summons Hm>4<>g m fl rmmhmzoz4<> _ U I mea .I .L III. m>n_<> m>J<> 39 A NRC 831 vacuum ionization gauge allows monitoring of the pressures in the inner and outer cans. Both the Helium can and the dewar have a U.S.G. gauge which gives rough readings (30 in vacuum to 15 P.S.I.) 5. Thermometer current supplies Both sample and bath thermometers are l/lO W, Allen Bradley carbon resistors, with room temperature resistances between 56 and 60 ohms. Their resistances are measured potentiometrically, using a standard four leads technique. The sample and bath thermometer current supplies are diagrammed in Fig. 5. One can prove that the current I sup- plied to the load is given by I .. yz (2.1) RT Vz I reverse break down voltage of the Zener Diode RT I total resistance between the ground and the inverting input of the op amp. With Vz nearly equal to 6.2V, Rt has been adjusted to provide 1 microampere for the sample thermometer and 10 micro- amperes for the bath thermometer. Such a low current is needed to avoid self heating of the sample thermometer, while this problem is less critical for the bath thermometer. 6. Measuring Electronics To measure the voltage across the sample thermometer, we use a Leeds and Northrup K-3 potentiometer. The off balance voltage from the potentiometer is amplified by a Leeds and Northrup 9835 B microvolt DC amplifier, and then "fed" to a A0 THERMOMETER ___—.AAmwwvv-~. -l5V " IIsA I")+ 5.6)“) MW h———J\~AAA—____—-*15‘V ma L2Ka,.5w, 5% \IN 825 IOKn II.- Figure 5. Sample thermometer current supply. Similar circuit for bath thermometer with all resistances divided by 10. A1 Leeds and Northrup dual pen Speedomax G recorder with a 5mv range card. The amplifier can be adjusted to give the amount of sensitivity desired. A similar system using the other pen of the recorder (with a 10 mv range card) monitors the bath thermometer voltage. A filtered Lambda LM263 power supply (0 to 32v), in series with a set of variable resistors totaling 10 meg- ohms provides the desired current through the sample heater. The latter can be turned on and off by a relay connected to an electronic timer (Veeder-Root Econoflex 71 220A) which is preset to run for a selected time interval. The relay con- nects an external resistor (of resistance A00 ohms, nearly equal to heater resistance) in place of the heater in the circuit, when the timer is off. This minimizes possible pulses from the measuring circuit. A simple switch arrangement allows a Data Technology 323 digital voltmeter to measure either the heater voltage, or the voltage across a precision 10 ohm resistor in series with it. The latter voltage gives the current through the heater when it is on. The above circuits are diagrammed in Fig. 6. 7. Magnet and Gauss-meter The magnetic field is provided by a water cooled Harvey Wells 22KG magnet, with a Harvey Wells DC power supply providing up to 200 amperes at 80 volts. An electric motor with two reduction boxes can rotate the magnet at 2.8, 1A, or 70 degrees per minute. Angles are measured using the 360 gear A2 pfisonao wcfinsmmoe HNOHpuoOHO no Empwmfia .m Onswfim z>o do. : 7 I Goo¢. #24050 muk TN, and A = 0.574 1: T < TN. T - TN TN Here t with T = 2.2890°K' N 0n the other hand, the critical behavior of the NiC12'6H20 specific heat has been determined by Johnson and Reese as36 C fi = -0.55 1nt + 0.27 T < TN (3.3) g = 0.61t"°-17 -0.10 T > TN (3.u) with TN = 5.3"8°K .66 As noted by Wielinga et al,37 for t < 0.1 the quadratic Ising model specific heat agrees to within a few percent with g... -0.u9 1m: - 0.29 (3.5) for both T < TN and T > TN. A comparison of (3.5) with (3.2), (3.3), (3.“) shows that the quadratic Ising model does not describe the criti- cal behaviors of NiC12'6H20 and CoC12'6H20 quantitatively, although the logarithmic nature of the transition may be given correctly. The critical behavior of CoC12°6H20 has some similarities with those of RbgCoFu and K2CoFu, in which the Co++ ions are also subjected to crystal fields with octa- hedral cubic symmetry. For those compounds however, magne- tization data show a much more striking agreement with the quadratic Ising models.38 NiC12-6H20 is more similar to K2N1Fu, a two dimensional Heisenberg antiferromagnet whose critical behavior is dominated by a single ion anisotropy term. According to the recent measurements of Birgeneau et al.,39 the magnetization curve of K2N1Fu does not follow the prediction of the quadratic Ising model quantitatively near TN. But the critical exponent B = 0.14 still comes out close to the theoretical 8 = 0.125. As far as the magnetic dimensionality of CoC12'6H20 is concerned, one should also mention an attempt to fit the specific heat of this compound to the so called XY model. 67 The Hamiltonian for this model is H XY 3 " 2 [stxist + JySyisyJ] (3.6) <103> Assuming Jx - J and the Co spins confined in the y be plane (so that x,y refer to the c and b directions re- spectively), DeJongh et al.“0 found good agreement between the CoC12°6H20 specific heat and the quadratic XY model, in the temperature range H°K to 10°K. Since the quadratic XY' model does not allow long range order, the Ising-like ano- maly in CoC12°6H20 is presumably due to an in-plane aniso- tropy (Jx can differ from Jy by about 4%). The low temperature specific heats of CoC12'6H20 and N1C12-6H20 also present some interesting features. The calorimetric measurements of Donaldson and Edmonds'41 indi- cated that the specific heat of COC12'6H20 follows a T3 law between 0.7°K and 1.6°K (corresponding to 0.3 T/TN and 0.7 T/TN). The NiC12'6H20 specific heat does likewise between 2.0°K and 4.0°K (or from 0.9 T/TN to 0.75 T/TN). Below 2.0°K the data decrease more rapidly with temperature. This behavior can be reasonably well explained by the Eisele-Kefferu2 spin wave theory of the two sublattice anti- ferromagnet with uniaxial anisotropy. According to this theory, for T<>l and drOps exponentially for x < l kTAE I a measure of the energy gap introduced by aniso- tropy in the spin wave spectrum. Donaldson and Edmonds found that the choice TAE - N.O°K leads to a reasonable agreement between (3.7) and the N1012' 6H20 data. Later, Hamburger and Friedberg29 found that the same choice of TAE produced good agreement between the low temperature theoretical and experimental parallel suscepti- bilities. The situation is less clear for CoC12'6H20. The specific heat shows no sign of decreasing down to 0.7°K. To account for this, one should take TAE < 0.6°K. However, "3 the antiferromagnetic resonance data of Date gave TAE - 1.66°K. There has not yet been any satisfactory resolution of the discrepancy between these two estimations of TAE' Kimura“3 attempted to explain the spin wave behavior of CoC12-6H20 from a three dimensional anisotropic exchange Hamiltonian. It may be significant to note that his theory failed to account for the specific heat T3 dependence. To sum up, one can say that anisotropy plays an impor- tant role in the magnetic behaviors of NiClZ'6H20 and CoClz- 6H20. The calorimetric and susceptibility data for NiClZ'6H20 can be at least qualitatively understood in terms of a planar Heisenberg Hamiltonian, with single ion anisotropy. The exact nature of the anisotropy in CoC12°6H20 is still a 69 matter of some controversy. On the one hand, it is possible to fit the magnetic susceptibility data from l.2°K to A.2°K using the Kimura three-dimensional anisotropic Hamiltonian.“3 On the other hand, zero field calorimetric data suggest a two dimensional magnetic behavior, with nearest neighbor interactions only. One should also add that a consideration of the possible superexchange paths between the Co++ ions also tends to favor two dimensional behavior.M At any rate, the quadratic Ising model can account for the criti- cal behaviors of NiC12-6H2O and CoC12'6H20 much better than the BPW models. B. The Concentration Phase Diagram We have measured the specific heats of ten mixed crystals, grown from saturated aqueous solutions containing various stoichiometric ratios of NiC12-6H20 and CoC12-6H20. Before each run, small pieces were cut from the sample and later sent out for chemical analysis. All the samples studied showed fairly sharp transitions, and the temperatures cor- responding to specific heat maxima were taken as the Neel temperatures. The chemical analysis results indicate that all samples have chemical compositions which can be well represented by the formula CoxNil_xC12-6H20. Table II lists the various chemical compositions, along with the correspond- ing Neel temperatures. To explain the variation of TN with chemical composi- tion, we proceed as follows: Chemical compositions 70 Table II a and Neel temperatures of the samples for which calorimetric measurements have been made. The values quoted for each element are percentages by weight. Chemical Formula Co Ni Cl H20 TN(°K) 0oc12-6H20b 20.77 0.00 29.80 05.03 2.29c CoO 89N10.ll C12-6H20 21.07 2.56 29.97 00.03 2.03 Coo.8uNiO.l6 C12°6H20 20.85 3.96 30.15 05.32 2.07 000.83Nio 17 Cl2°6H20 20.31 0.20 29.92 05.30 2.09 000.57Nio.u3 C12'6H2O 9.26 7.11 29.50 00.68 2.77 0o0.52Nio.u8 C12'6H20 13.31 12.18 29.99 00.76 2.87 Coo.50N10.50 C12'6H2O 12.33 12.15 30.00 00.00 2.96 Coo_30Nio.70 Cl2°6H2O 7.09 17.86 29.69 00.96 3.07 Coo.24Nio 76 C12'6H20 5.97 19.08 30.78 00.78 3.77 CoO 16N1O.89 C12'6H20 0.18 21.01 29.99 00.30 0.26 0o0.13Nio.87 C12-6H20 3.25 21.92 29.51 05.25 0.07 NiC12°6H20b 0.00 20.70 29.83 05.07 5.300 aAll chemical analyses carried out by analytical Laboratory, Woodside, N. Y. Schwarzkopf Micro- bValues for CoC12-6H2O and N1012°6H20 are calculated values. cDetermined by w. K. Robinson and s. A. Friedberg, Phys. Rev., 111, 002 (1960). 71 a.) All theoretical curves are required to give the experimental Neel temperatures of pure NiC12'6H20 and CoC12-6H20. This condition fixes JNi-Ni and JCo—Co in the particular theoretical model under con- sideration. b.) To determine JNi-Co’ we also require all theore- tical curves to pass through a third fixed point (TN = 2.96°K, x = 0.5). The choice of this fixed point may appear somewhat arbitrary, and will be Jus- tified later on. 1. Mean Field Fits Fig. 10 shows the concentration phase diagram of the mean field models, as given by the above fitting procedure and equations (1.29), (1.05) of chapter I. As one can see, the virtual crystal approximation fails rather badly. The quenched model improves the situation significantly, espe- cially at high Ni concentrations. However, both concentration phase diagrams start out by dropping below 2.29°K, and con- tinues to predict Neel temperatures below 2.29°K, even up to 20% Ni. This is certainly not the case experimentally. In retrospect, one should not expect the virtual crystal appro- ximation to work well for mixtures of magnetic ions which interact mainly through nearest neighbors, since this appro— ximation is valid only when the fluctuations in local concen- trations are unimportant.“5 This happens when the interac- tions are of long range, as in rare earth alloys for example. 72 Figure 10. TN vs. concentration diagram for mean field models 73 OH madman 36V :23:ch :00 oo 00. he on mm o . \\ IIH/ _ _ O N ‘\\\ 0 .I111 00 I /// . . 2 ..l m.N Ax ov ._. / /’ III / . l o.» 1 // 1 /// o. / ..l. . I/ 0 .V .V / l/ l/ 20: cooE tor—0.330 4N6 .53 .333 32:) ..III 0.0 7H The quenched mean field model takes a more realistic con- figurational average, and fits the data better. The failure at high concentrations of Co is probably due to the low effective spins and the two dimensional magnetic behavior of the Co ions. Usually, a combination of low spin and low dimensionality is fatal to mean field theories. We have not tried this, but one way to improve the mean field models may consist in explicitly including single ion anisotrOpy or anisotropic exchange terms in the Hamiltonian. 2. The Annealed Ising and Bethe Lattices To determine the concentration phase diagram of the annealed Ising model, we use equation (1.68) in conjunction with the bond distribution function (1.77). This yields the following equation 02 200 92 g 0 + + (3.8) The concentration phase diagram of the annealed BPW model is more simply given by pztanh(BcJAA) + 2pqtanh(8cJAB) + q2tanh(8cJBB) = 2&1 (3.9) In (3.8) and (3.9). p and q denote the Co and Ni frac- tions respectively (p+q = 1), while A and B refer to Co and Ni. 2 is the number of nearest neighbors. For the 2-dimen- sional case, Kc a=%1n(1 +.J5); :c 8‘J% and z = 0. 75 For each value of p, the critical temperature Tc is determined by solving (3.8) or (3.9) numerically, using the Newton-Raphson algorithm. The latter is considered conver- gent when the relative difference between two successive approximations becomes less than 10'6. All computer pro- grams used in concentration phase diagram and specific heat calculations are listed in the appendix. Fig. 11 shows the concentration phase diagrams of the planar annealed Ising and BPW models. The agreement between both models and experimental data appears reasonable. Over- all, the Ising model tends to do better than the BPW model. In Fig. 11, we have also plotted the previous results obtained by Robinson and Simmons,“6 and Takeda et al.’47 Robinson and Simmons determined TN by the disappearance of the 0135 NQR signal in four NixCol-x012-6H20 crystals with x - 0, 0.1, 0.25, 0.5. (Incidentally, they also stated that "X ray powder patterns show these crystals to be isomorphic"). Takeda et al. performed calorimetric and susceptibility mea- surements on powder samples. Robinson's data agree with ours, except for the last TN at 50% Co. On the other hand, Takeda's results are systematically higher than ours. The origin of this discrepancy is not presently understood. We tend to think that the uncertainties in concentrations are higher than claimed in Takeda's paper. With regards to the possibility of 3-dimensional mag- netic behavior in CoClg°6H2O, we have also considered the annealed simple cubic Ising model. From high temperature series expansions, Sykes et a1.“8 estimate Kc = 0.2217 and 76 Figure 11. TN vs. concentration diagram for the annealed Ising and BPW models 77 HH otswfim Ao\ov 8:8 25250 00 00. m-» Om m N CON fl _ _ d . 0 OOIXIHI x .+ m.N . . Q a I/ O x / m.» ._o «a cooxokxxx / /o ..o 3 .3353”. +++ //// o «:03 m_£._u o oo ///. V3? x «.0 3mm 3.35.4. null 052 .888 3.35.4 78 5c I 0.3307 for the simple cubic Ising model. Inserting these values into (3.8), we obtain the concentration phase diagram of the annealed simple cubic Ising model. Fig. 12 shows both square lattice and simple cubic phase diagrams. The latter gives lower critical temperatures for high concen- trations of Co (there is even a shallow minimum near 100% Co), and higher critical temperatures for high Ni concentrations. On the scale of the graph, the differences between the two are slight but sufficiently significant to allow one to claim that the annealed square lattice Ising model fits the data better, at least for high Co concentrations. 3. Annealed and Quenched Bethe Lattices The concentration phase diagram for the quenched BPW model is given by equation (1.113). Figure 13 shows the concentration phase diagrams of the quenched and annealed BPW models. The same JNi-Co has been chosen for both phase diagrams, to allow a direct comparison between the two up to 80% Co, both models give practically the same TN. But as the Ni concentration increases, the quenched model give systemati- cally higher critical temperatures. Fig. 13 also shows the phase diagram of the quenched classical Heisenberg BPW model, given by equation (1.110). Note that near 100% Co, the latter phase diagram starts out by dropping below 2.29°K. However, this initial minimum is much shallower than in the case of the virtual crystal mean field model (refer to fig. 10). For high Ni concentrations, both classical BPW and virtual 79 Figure 12. TN vs. concentration diagram for the annealed square lattice and simple cubic Ising models 80 NH ossmem oo. 15; cozotcoocoo 00 he. on mm o _ _ _ 0 Z all gov ._. lo / O I / 0.030 mqaifiwolll m0....h<.._ wmdnomlla 0N 0N 0.m ¢.¢ N6 0.0 81 Figure 13. TN vs. concentration diagram for the annealed and quenched BPW models 82 ma onswam Ac); 5:82.85 0 o 0 3mm 62320 lllll 3am nozocoso 11111 3 mm 3.354 0.N 0d 0.0 ¢.¢ N0 0.0 83 crystal mean field models give similar critical temperatures. If the phase diagram of the quenched BPW model has been re- quired to pass through the third fixed point (TN 8 2.96°K, x - 0.5), it would also give a shallow minimum near 100% 00, and would practically coincide with the classical Heisenberg BPW phase diagram for high Ni concentrations. Thus, making the spins go from % to a does not produce any significant change in the shape of the concentration phase diagram. In our opinion, the poor agreement between quenched BPW models and experimental critical temperatures is symptomatic of the fact that the BPW model does not describe the critical be- haviors of NiC12-6H20 and Co012°6H2O correctly. From this point of view, the apparent agreement between the annealed BPW model and experiment becomes more like a mathematical accident. Evidently, there are many ways in which so and Kc can be chosen so as to make (3.8) "agree" with experiment. The simple cubic Ising model is a good example of this. Therefore, to gain more insight into the physics, one should also consider the ways in which the different theories fit the experimental specific heats. Before doing this, we will attempt to justify our fitting procedure for the concentra- tion phase diagrams. 0. Choice of JNi-Co Table III lists all the data points, along with the JNi-Co obtained by requiring the annealed square lattice Ising concentration phase diagram to pass through a particular point. 80 Table III Values of JNi-Co obtained when the annealed 2- dimensional Ising concentration phase diagram is required to pass through a particular data point. 10o '%Ni TN(°K) JN1_CO(6K) 100 0 2.29 ___ 89 11 2.03 1.280 80 16 2.07 1.223 83 17 2.09 1.230 57 03 2.77 1.058 52 08 2.87 1.003 50 50 2.96 1.070 30 70 3.07 0.921 20 76 3.77 0.923 16 80 0.26 0.963 13 87 0.07 1.001 0 100 5.30 -——- 85 The average of all the JNi-Co is jNi-Co = l.072 i 0.002°K. A least squares fit of (3.8) through all the data points (except the 100% Co and 100% Ni points) give JNi-Co = l.032°K, which is within the uncertainty range of jNi-C0° It seems then reasonable to choose (2.96°K, 50% Co) as the third fixed point since 2.96°K is itself an average over two runs, and also because the corresponding JNi-Co is very close to jNi-Co' This will allow direct compari- sons between the theoretical models without introducing unnecessary complications. So far, we have taken JNi-Ni’ JCo-Co and JNi-Co to have the same sign. For the pure crystals, JNi-Ni and JCo-Co are certainly both negative, and there seem to be no compelling physical reasons to assume JNi-Co positive. In this connection, it may be significant to note that with JNi-Ni and JCo-Co assumed to have the same sign, and with the fixed points on the concentration phase diagram as chosen, the annealed Ising and BPW phase diagram equa- tions (equations (3.8) and (3.9)) then require JNi-Co to have the same sign as JNi-Ni and JCo-Co‘ On the other hand, the quenched BPW and mean field phase diagram equations allow JNi-Co to have both signs. It is also instructive to consider the choice of JNi-Co from another point of view. Write the different ++ ++ +4- exchange energies as JAASA'SA; JABSA'SB and JBBSB'SB' If the J's arise from superexchange, then a simple argument given by Bacon et a1.”0 leads one to expect that, as a first approximation 86 2 a JAB JAA JBB (3.10) Table IV lists the different J's obtained from the annealed Ising and BPW models, assuming SCO = l/2 and 8N1 8 10 Table IV Values of exchange constants in the Ising and BPW models JCo-Co JNi-Ni JNi-Co JNi-Co (°K) (°K) (OK) -JUNi-Ni JCo-Co Ising 0.036 2.353 2.100 0.69 BPW 3.176 1.851 1.560 0.65 As one can see, the agreement with (3.10) is not fantastic. Note however that (3.10) has been derived in a simple superexchange case [two magnetic ions separated by a diamagnetic ion]. It may not be valid when the superex- change goes through many diamagnetic groups as in NiClg-6H20 and CoClg-6H20. Also, strictly speaking, the J's listed in table IV correspond to the effective spins, not the "true" spins. As is well known, the effective J is related to the true J by the square of a g-tensor component.38 By calculat- ing the true J's correctly from the effective J's, it may be possible to find that the former will satisfy (3.10) more closely. One should add that even for "simpler" systems 87 such as FeO - CoO oxides and rare earth alloys, other authors [Boubel et al.16, Lindggrdus] had found it neces- sary to impose significant deviations from (3.10). C. Specific Heat Results 1. Comparisons between theoretical and experimental specific heats Figures 10, 15, 16 show the theoretical and experimen- tal specific heats for samples containing 89%, 50%, 13% Co respectively. They are the samples for which the most extensive sets of data have been taken. The data plotted have also been corrected for lattice specific heats, assum- ing a T3 dependence for the latter (in the temperature range of interest, this correction amounts at most to a few percent). In Fig. 10, one sees that the annealed 2- dimensional Ising model agrees reasonably well with experi- ment below TN, while, as expected, the annealed BPW model does not fit the data. In this case, the quenched BPW model with the same JNi-Co gives practically the same specific heat as the annealed BPW model, and is not shown on the graph for clarity. In Fig. 15, the data start out by deviating systemati- cally from the annealed Ising curve, up to about 0.8T/Tfi. Presumably, this is due to spin wave behavior. Beyond 0.8T/TN, critical behavior sets in, and the data follow the annealed Ising curve reasonably well, up to about 1.2 T/TN. Note that although JNi-Co has been adjusted so that 88 Figure 10. Experimental and theoretical specific heats Of N10.11COO.89C12'6H2O 89 :H ohswfim C. o. H Ne w.» an Qm em N.N 0.. 0.. 1 . . . _ 0° . ....o°°° N00. 0.18. a 8...? of o m vo_oo:c<.|® 05m. 33224.18 9. w. 0. - O O (>1./elow/IOO) “‘0 7". N N '0 0.¢ 90 Figure 15. Experimental and theoretical specific heats Of N10.50COO.50C12'6H20 91 ma mhdwfim 3.6.... ofomuosoc 0qan73llll afiom 3.35.4.1}: Em. “02005.4. (Mo/9° |01/|00)‘“Q 92 Figure 16. Experimental and theoretical specific heats of Nio.87CoO.13ClZ-6H2O we shaman .v. o. ... 00 . 0N . _ ea 88%“... \\.\o\68 ...st... 1 mo .mmmx .\o o.\oo\U0\o9\ V. V I m _ mkv\\ \ a u n: so. . 0 I0. .0 00 .Z Jew 2:00 nozocoaoiii [Nd ofom no.0mcc|./9I0W/ID°) .1/0 105 some sort of "scaling" of the spin wave spectrum. For pure crystals, the spin wave coefficient a in (3.13) depends mainly on the crystal structure, and also on the exchange constant.“2 In Fig. 20, we have plotted 0 vs. concentration. To within the accuracies of the cal- culations, a linear variation of a with concentration is thereby suggested. A full interpretation of this awaits the development of a spin wave theory of mixed anisotropic Heisenberg antiferromagnets. D. Magnetic Phase Diagram Our interpretation of the magnetic phase diagram is based upon the magnetocaloric equation53 932-2121! 1 dH ‘ CH <3T) H (3' 0) where H = magnetic.field CH = specific heat at constant field x = susceptibility Suppose the field is aligned along the easy axis and increased adiabatically. In the antiferromagnetic state, the appropriate x is x11, the parallel susceptibility. Since a -§%l > o, the temperature T decreases. When the spins have flopped, the perpendicular susceptibility xi should be used in (3.13). According to the molecular field theory x1 is a constant. Thus, the temperature should stay constant. 106 Figure 20. Spin wave coefficient a vs. Co concentration 107 00. om ouswfim .o\o. cozotcmocoo 00 2. 00 . . I10.. 0N. (,xyanow/Im) 70 108 This allows a determination of the antiferromagnetic spin flop boundary using the procedures described in chapter II (section 5). The data points taken in this way are shown on the low temperature side of Fig. 21. (The data points on the high temperature side represent the antiferromagnetic- paramagnetic boundary for 57% Co). HAF-SF (0), the antiferromagnetic spin flop critical field at 0°K has been determined by Rives and Bhatiasu as 6.6KG for CoC12°6H2O. The corresponding field in NiC12° 6H20 is considerably higher: 39.6KG.55 The range between those two numbers may help to understand fig. 21 qualitatively. We note that for 57% Co, the critical fields are lower or comparable to the corresponding fields in CoClz°6H20. This ++ ions suggests that the anisotropies of the Ni++ and Co have not changed, even up to a fairly high degree of mixing. For 50% Co, the AF-SF boundary begins to rise substantially above the CoCl2'6H20 boundary. Qualitatively, one may say that some Ni++ spins have begun to flop. It may also be significant to note that the boundary curvature for both concentrations appears more pronounced than in CoC12'6H20. Among the many theories which can be brought to bear on this problem, the simplest is probably a recent treatment of the diluted anisotropic antiferromagnet by Moreira et al.56 Basically, theirs is a generalization of the standard mole- cular field theory of the pure anisotropic antiferromagnet. They assume virtual crystal approximation and single ion uni- axial anisotropies which do not change with concentration. 109 Figure 21. Tentative magnetic phase diagram for two different 00 concentrations 110 am opswfim .v. .. ._. , can Nu m._ S o._ a. _ . _ _ a _ O 0 O O 00 I, O K K 0 X +XT+X I + + O. L. .II o I o I: oo oxoom++++ o oo o\ohm 0000 ll 00 o\o00. .333. 0. 0. ON 0N (9)4)H 111 We have not attempted this, but it seems reasonably straight forward to extend the approach of ref. 56 to the case of mixed crystals, assuming the spins to be distributed on two distinct sublattices and oriented along the same easy axis. Although the virtual crystal approximation does not work well in the case of short range interactions, this approach may provide a first step towards a quantitative understanding of the phase diagram. Finally, we should mention that in one respect, there is some difficulty in the interpretation of our data as critical AF-SF fields. According to a simple mean field theory developed in ref. 53, the temperature should exhibit a minimum at the easy axis, when the field is rotated around the easy axis in the antiferromagnetic state. The minumum should become a maximum in the spin flop state. This effect is quite evident in CoCl2-6H20. However, for 57% Co we observe no changeover from minimum to maximum above the cri- tical field. This may mean that the rotation may not have been done in the plane where the spins have flopped, or that the theory of ref. 53 needs to be revised for the case of mixed crystals. At any rate, the magnetic phase diagrams of fig. 21 can only be considered as tentative. Further speculations should await experimental work on single cry- stals over a wider range of compositions. E. Conclusions We have performed a fairly extensive zero field calori- metric study of CoxNi1-x012°6H20 over a wide range of 112 compositions. The critical behaviors of the mixed crystals have been found to be reasonably well described by the annealed two dimensional Ising model. This is probably due to the fact the that specific heats of both NiC12-6H2O and CoClg- 6H20 exhibit Ising-like behaviors in the critical region. The fact that the annealed BPW model happens to fit the concentration fairly well has prompted us to carry out a detailed comparison between the quenched and annealed BPW models. The results of this comparison show that relatively substantial quantitative differences exist between the two models below TN. From a consideration of the fluctuations in the bond occupation probabilities introduced by the annealing process, it is argued that these quantitative differences are probably due to some intrinsic feature of the BPW approximation. It is likely that the exact quenched Ising model will not provide an improvement over the annealed Ising model. Apart from the assumption of Ising spins, we have also made the following implicit assumptions in our analysis of the data: a.) the exchange constants are antiferromagnetic and do not change with concentration b.) 7the magnetic structure is a simple interpene- trating two sublattice structures with all spins directed along the same easy axis (which may vary with concentration). 113 The Ising spins assumption will break down at low tempera— tures. But it seems reasonable to assume that a) and b) will continue to hold. Neutron diffraction, or NMR studies are needed to confirm b). 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Bhatia, Phys. Rev. B 33, 1920 (1975). 55. C. C. Becerra and A. P. Filho, Phys. Lett. 33A, 13 (1973). 56. F. G. B. Moreira, I. P. Fittipaldi, S. M. Rezende, R. A. Tahir Kheli and B. Zeks, Phys. Stat. Sol. 33, 385 (1977). APPENDIX 117 C----PHASE DIAGRAM OF THE PLANAR ANNEALED [SING MDDEL‘-"' 3 S 2 27 17 ll 10 IS WRITE (4:3) FGRMATC‘XarA AND TB 7'5) READ (4:5) TAgTB PERMAT (2F10o3) CGNTINUE B 8 1o/SQRTC2.) A 3 lo0+8 TEM 8 ALDG(I.O+SQRF(2.))/2o VJA TA*TEM VJB TBiTEM WRITE (4927) FDRMATCIX0'VALUE 0F JAB ?'3) READ (4:17) VJAB FORMAT(F10.3) IF (VJABoNEoOo) GD T0 6 WRITE (4:7) PERMAT (1X3'TEMP0 AND CDNCo FDR FIT ?'$) READ (4:5) TC9XC Q 3 lo-XC U 8 OoS-(XC*XC)/(A*B*EXP(-20*VJA/TC))-(Q*Q)/(A+B*EXP(-2o*VJB/TC)) TEM = B/(2o*XC*Q/d-A) VJAB 3 [CtALQGCTEPU/Zo CGNTINUE X0 3 00007 WRITE (4:11) VJAJVJ31VJAB FORMATCIXp'JAA =':F10-3:5X:'JBB ='3F100395X3'JAB 3'sFlOo3) DO 20 I = 1:21 P = (I")/200 0 3 IOO'P P2 8 P*P 02 : 9*0 P92 = 2o0*P*Q ITER = 0 CDNTINUE DENA 8 A+B*EXP(-X0*VJA) DENB = A+B*EXP('XO*VJB) DENAB 3 A+B*EXP('XO*VJAB) PCT = P2/DENA + PQZ’DENAB + QZIDENB -0.S DPCT 3 VJAtP2*EXP('XO*VJA)/(DENA*DENA) DFCT 8 DFCT+VJAB*P02*EXPC-X0*VJAB)/(DENAB*DENAB) DPCT 8 8*(DFCT+VJB*92*EXP('XO*VJB)ICDENB*DENB)) XINC FCT/DFCT IF (ABS(XINC/X0)oLEoloE-6) 60 TD ‘4 IrER = ITER+1 X0 3 XO‘XINC IP‘ITERoLEoAO) GD T0 10 URITE(4:IS) F0RMAT¢IX0'T00 MANY ITERATIDNS 1') 69 T0 40 14 2! 2O 40 118 TEMP = 2o/(XO‘XINC) WRITE (4:21) P.Q,TEMP F0RMATC3(5XDFIO¢3)) CENTINUE PAUSE GO T0 2 END 119 C------PHASE DIAGRAM IN THE ANNEALED BPW MoDEL- -------- 3 S 2 I! IS 17 2! I9 10 WRITE (403) FDRMATCIXD'TA AND TB ?'5) READ (4:5) TAaTB FURNATCZFIOo3) CONTINUE NRITEC41II) FORMAT(IX:'N0¢ 0F NEAREST NBKS 7'3) READ (4,15) ZN FDRMATCF1003) ZNI = Io/( ZN‘Io) HRITEC49I7) PERMATCIXn'TEMPo AND CONCo FDR FIT 7'3) READ (4'5) TC3P Q = IO‘P VJAA TAtTEM VJBB = T3*TEM IFCTCoEQ-Oo) GD T0 6 THAA 3 TANH(VJAA/TC) THBB = TANH(VJBB/TD) THAB (ZNI'PtPfiTHAA'Q*Q*THBB)/(20*P*Q) VJAB =TC* ALDG((I.§THAB)/(Io'THAB))/20 GD T0 8 WRITE (4:35) FDRMAT(IX:'ENTER JAB 3'5) READ (AOIS) VJAB IF (VJABoEQoDo) VJAB CUNTINUE WRITE (492I) VJAA3VJ831VJAB FDRMAT(IX:'JAA 3'1F100395X:.JBB =.DFIOO3DSXI.JAB 3.9FI003) WRITE (41I9) FDRMAT(IX:'INITIAL GUESS ?'$) READ (A:I5)X0 DD 20 I =1121 P = (1-1)/200 Q 3 ‘0'? ITER 3 0 CGNTINUE THAA 8 TANH(XD*VJAA) THBB 3 TANH(X0*VJBB) THAB 3 TANH‘XO*VJAB) FCT' P*P*THAA+Q*Q*THBB§20*P*Q*THAB'ZNI DFCT=P*P*VJAA*(Io‘THAA*THAA)+Q*Q*VJBB*(I0-THBB*THBB) DFCT= DFCT+2.*P*Q*VJAB*(Io’THAB*THAB) XINC 8 FCT/DFCT IF (ABS(XINC/XO)0LEoIoE'6) GD TD 14 ITER = ITER+I x0 8 XO‘XINC I? (ITERoLEoAD) 69 TD IO SQRT€VJAA¥VJBB) 25 14 3! 20 40 120 WRITE (4:25) FDRMAT(IX:'TDD MANY ITERATIDNS I.) GD TD 40 TEMP = Io/(XO'XINC) WRITE (4:31) PoQ,TEMP FDRMATCD<5X9PIO¢3)) CDNTINUE PAUSE GD TD 2 END 121 C-----PHASE DIAGRAM IN THE QUENCHED apw MeoEL --------- 3 S 2 11 IS I? I9 21 IO WRITE (4:3) FDRMAT(IX:'TA AND TB ?'$) READ (4:5) TA:TB FDRMAT(2F10.3) CDNTINUE WRITE(4:II) FORMAT(IX:'ND. DP NEAREST NBRS ?'$) READ (4:15) ZN FDRMAT(FIO.3) ZNI 8 ZN-l. WRITE(4:I7) FDRMAT(IX:'TEMP. AND CDNC. FDR FIT ?'$) READ (4:5) TC:P WRITE (4:19) FORMAT(IX:'INITIAL GUESS ?'$) READ (4:15)XO Q ' IO-P TEM = ALDG(ZN/(ZN-2o))/2o VJAA TAtTEM VJBB = TBtTEM IF(TC:EQ:0:) GD TD 6 THAA = TANH(VJAA/TC) THBR = TANH‘VJBB/TC) THAB I (Io‘P*ZNI*THAA)*(I:‘Q*ZNI*THBB)/(ZNI‘ZNI‘P‘Q) THAB 3 SQRT‘THAB) VJAB =TC¥ ALDG((I:+THAB)/(Io-THAB))/2: GD TD 8 WRITE (4:35) FDRMAT(IX:'ENTER JAB ='$) READ (4:15) VJAB IF (VJAB.EQ.0.) VJAB 3 SQRT‘VJAA*VJBB) CDNTINUE WRITE (4:2I) VJAA:VJBB:VJAB FDRMATCIX:'JAA =':FI003:5X:'JBB 3':FI003:5X:'JAB =':FIO:3) DD 20 I 31:21 P 8 (I’IIIZDo Q 3 I0-P ITER 3 0 CDNTINUE THAA = TANH‘XD*VJAA) THBB 3 TANH‘XO*VJBB) THAB 3 TANH‘XO*VJAB) FCT’ZNI*(PtTHAA+Q*THBB)'ZNI*ZNI*P*Q*(THAA*THBB'THAB’THAB) EDT 3 Io'FCT DFCTBVJAA*THBB.(IO'THAA*THAA)*VJBB*THAA*(I.-IHBB*rHBB) DFCT=ZNI*P*Q*(DFCT'2:*THAB*VJAB*(I:‘THAB*THAB)) DFCT‘ZNI*(DFCT-P*VJAA*(I:-THAA*THAA)’Q*VJBB*(I:'THBB*THBB)’ KING 8 FCT/DFCT IF (ABSCXINC/XD):LE:I¢E’6) GD TD I4 25 I4 3! 2O 40 122 ITER 3 ITER+I X0 8 XD'XINC IF (ITERoLE040) GD TD IO WRITE (4:25) FDRMATCIX:'TDD MANY ITERATIDNS 9') GD TD 40 TEMP 8 I:/(X0'XINC) WRITE (4:31) P:Q:TEMP FORMAT(3(SX:F10.3)) CDNTINUE PAUSE GD TD 2 END 123 C°----$PECIFIC HEAT DF THE ANNEALED PLANAR ISING MDDEL """ PI 8 3:1415926536 15 FDRMAT(F10:3) WRITE (4:17) 17 FDRMAT(1X:'NUMBER DF NEAREST NEIGHBDRS ?'S) READ (4:15) ZN WRITE (4:19) 19 FDRMAT (IX:°TA : TB : TC : X0 ?'5) READ (4:25) TA:TB:TC:XC 25 FDRMAT(4F10:3) 21 FDRMAT(3F10:3) 2 CDNTINUE WRITE (4:11) 11 FDRMAT(1X:'CDBALT CDNCENTRATIDN ?'$) READ (4:15) P WRITE (4:31) 31 FDRMAT(1X:'TINIT:TFINAL:TSTEP ?'£) READ (4:21)TD:TF:TSTEP B = 1o/50RT(2:) A 3 IOO+B TEN ALDG‘IOO§SQRT(20))/2o VJA TA*TEM VJB TB*TEM Q 3 I:’XC U=0.5-(XCtXC)l(A+B*EXP(-2:*VJA/TC))-(Q*Q)/(A+B*EXP(-2o*VJB/TC)) TEM = B/(2.tXC*Q/U-A) VJAB = TC*ALDG(TEM)/2o P2 8 PtP Q 3 IOO'P 02 = QtQ P02 : 20*P*Q VJA2 = VJA*VJA VJABZ = VJABtVJAB VJB2 = VJB*VJ8 c ---------- START IIEHArIaN ------------------------------- ITER a 1 WRITE (4:41) VJA:VJB:VJA3 41 FDRMAT(1X:'JAA =':F10-3:5X:'JBB =':F10-3:5X:'JAB =':F10o3) 5K0 3 1:2 10 CONTINUE AA 8 SKD-VJA/TO AB = SKO-VJAB/TD 88 = SKO-VJB/TO CSHAA 2 CDSH(AA) CSHAB = CDSH(AB) CSHBB 8 CDSH(BB) SHAA = SINH(AA) SHAB = SINH(AB) SHBB = SINH(BB) SHK = SINH(2.*SKO) CHK 8 CDSH(2.*SKO) THK = SHK/CHK 61 45 20 51 40 12“ AK 3 2:*SHK/(CHK*CHK) AKC 8 2:*THK*THK‘I:0 CALL ELLIP‘AK:CELI:CEL2:DER) TERM 8 (D:5+AKC*CEL1/PI) CGRR 8 TERM/THK DCDRR 3 TERM/$HK+2:*(CEL2’CEL1)/AK/PI DCDRR 8 ~20¢DCDRRISHK DAAI 8 (CSHAA/SHAA)-CDRR DAB1 8 (CSHAB/SHAB)-CDRR 0881 8 (CSHBB/SHBB)-CDRR DAA2 8 CSHAA-CDRRtSHAA DABZ 8 CSHAB-CDRRtSHAB DBB2 ' CSHBB-CDRRtSHBB FX 8 (P2/DAA1)+(PQ2/DA81)+(Q2/DBBI) SUMI 8 P2/(DAA1*DAA1)+PQ2/DA81/DABI +Q2/0881/0881 SUM2 8(P2/DAA2/DAA2)+(P02/DA82/DA82)+Q2/0882/DBB2 DEX 8 DCDRRflSUM1+SUM2 SKINC 8 FX/DFX IF (ABS(SKINC/SKO):LE:1:E-6) GD TD 20 ITER 8 ITER+1 5K0 8 SKO-SKINC FDRMAT(5X:I3:5X:F10:3) IF (ITER-LEo4D) GD TD 10 WRITE (4:45) FDRMAT(1X:'TDD MANY ITERATIDNS 1') GD TD 40 SKI 3 Io/SKO DAA22 8 DAA2*DAA2 DAB22 DA82*DAB2 D8822 088280882 SUM2 8 P2*VJA/DAA22 +PQ2¥VJA8IDA822 +02¢VJ8/08822 SUM3 8 P28VJA2/DAA22 +P92tVJAB2/DAB22 +02*VJ82/08322 CDRRM 8 1:-CDRR*CDRR TERM] 8 SUM2*SUM2/(SUM1-1o/(CDRRM-DCDRR)) CP 8(SUM38CDRRM+TERM1)*ZN/(T0*TD) WRITE (4:51)T0:5KI:CDRR:DCDRR:CP FDRMAT(F703:5X:F10o3:2(5X:E10:3):5X:F10:3) T0 8 T0+TSTEP IF (TD-GToTF) GD TD 40 ITER 8 1 GD TD 10 PAUSE GD TD 2 END 125 SUBRDUTINE ELLIP(AK:CEL1:CEL2:DER) C-~---THIS SUBRDUTINE CDMPUTES CDMPLETE ELLIPTIC---"'-' C-----INTEGRALS DP THE FIRST AND SECDND KIND$------------ PI 8 3:1415926536 PI2 8 PI/2. IFCT 8 2 SUM 8 AKtAK AKC2 8 1o-SUM AKC s SQRT(AKC2) CELI 8 1.0E+20 CELQ 3 I00 DER 8 1oOE+20 IF (ABS(AKC):LE.1oE-6) RETURN AARI 3 1:0 GED 8 AKC 10 CDNTINUE ARI 8 (AARI‘GED)/2. DIFF 8 AARI-ARI SUM 8 SUM+IFCT*DIFF*DIFF IFCT I 2tIFCT GED 8 SQRT(AARI*GED) AARI 8 ARI IF (GED/ARI-Oo999999) 10:20:20 20 CEL1 8 PIZ/ARI SUM 3 SUM/2: CEL2 8 CEL1*(1.-SUM) DER 8 CEL1*(AK-SUMIAK)IAKC2 RETURN END 126 C“"'SPECIFIC HEAT DP ANNEALEQ BETHE LATTICE"""°'° ATH(X) 3 0:53ALDG((10+X)/(1:-X)) WRITE (4:3) 3 PDRMAT(1X:'TA AND TB 7'3) READ (4:5) TA:TB 5 PDRMAT(2P10:3) WRITE(4:11) 11 FDRMAT(1X:'ND: DP NEAREST NBRS ?'5) READ (4:15) ZN 15 FDRMAT(PID:3) ZNI 3 1:/( ZN'Io) WRITE(4:17) 17 PDRMAT(1X:'TEMP¢ AND CDNC: FDR FIT 7'3) READ (4:5) TC:P Q 3 IO’P TEM 8 ATH(ZN1) VJAA 3 TA3TEM VJ88 8 T88TEM IP(TC:EQ:0:) GD TD 6 THAA = TANH(VJAA/TC) THBR 8 TANH(VJ88/TC) THAR 8 (ZNI-P*PtTHAA-Q*QtTH89)/(2.*P*D) VJAB 3TC* ALDG((1o+THAB)/(108THA3))/2o GD TD 8 6 WRITE (4:35) 35 PDRMAT(1X:'ENTER JAB 8'5) READ (4:15) VJAB 1P (VJAB.EQ.O.) VJAB 3 SQRT(VJAA*VJBB) 8 CDNTINUE WRITE (4:21) VJAA:VJBB:VJAB 21 FDRMAT(1X:'JAA 8':F10o3:5X:'J33 8':P10:3:5X:'JAB 3':P10:3) 2 CDNTINUE WRITE (4:19) 19 PDRMAT(1X:'ENTER CDNC: 8 ?'$) READ (4:15) P Q 3 IO'P P2 = P8? 02 c 0*0 P9 3 2.3P30 WRITE (4:23) 23 PDRMAT(1X:'TINIT:TINC:TMAX 7'3) READ (4:9) TD:TINC:TMAX 9 PDRMAT(3P10:3) WRITE (4:27) 27 PDRMAT(1X:'INITIAL GUESSES FDR K AND H0 7'5) READ (4:5) AKO:HD C"--'PIND EFFECTIVE FIELD CDRRESPDNDING TD K"""" 12 ITER2 3 D 14 CDNTINUE APK 3 TANH(AKO) I? (APK:LE:ZN1) H0 8 0:0 10 37 16 127 IF(HO.EQ.0.0) GD TD 16 ITER1 8 0 CDNTINUE THO 8 TANH(HO) THL 8 TANH(H0*ZN1) FCTI 8 AFKtTHO-THL IF (ABS(FCT1).LE.1:E-6) GD TD 16 DFCT1 8 APK*(108TH03TH0)’ZNI*(IO‘THL*THL) HINC 8 FCT1/DFCT1 IF (ABS(HINC/H0).LE.1:E-6) GD TD 16 ITER1 8 ITER1+1 H0 8 HO -HINC IF (ITERloLEo40) GD TD 10 WRITE (4:37) FDRMAT(1X:'T00 MANY ITERATIDNS IN FINDING H0 1') GD TD 40 CDNTINUE ' D1LK 8 ZN1*(1.-AFK*AFK*THO*THO)-AFK*(1o-TH08THO) DILK 8 THO*(1o-AFK*AFK)/01LK SH2L 8 SINH(2.8H0) CH2L 8 CDSH(2.*H0) EX2K 8 EXP(2.*AKO) DEN 8 EX2K80H2L+1o CDRR 8 1.-(2./DEN) DCDRR 8 4.8EX2K8(CH2L+SH2L801LK)/(DEN*DEN) C-----FIND AKO CDRRESPDNDING TD T0 -------------------- CHAA CDSH(AKO-VJAA/T0) 41 CHAD 8 CDSH(AKO-VJAB/TO) CHBB 8 CDSH(AKO-VJBB/TO) SHAA 8 SINH(AKO-VJAA/TO) SHAB 8 SINH(AKO-VJAB/T0) SHBB 8 SINH(AKO-VJBB/T0) DENAA 8 CHAA-CDRRtSHAA DENAB 8 CHAB-CDRRtSHAB DENBB 8 CHBB-CDRRtSHBB FCT2 8 (P285HAA/DENAA)+(PQ*SHAB/DENA3)+(92*SHBB/DENBB) DAA2 8 DENAAtDENAA DAB2 8 DENABtDENAB DBB2 DENBBtDENBB IF (ABS(FCT2):LT.1oE-6) GD TD 20 DFCT28P2*(1.+DCDRR*SHAA8$HAA)IDAA2+PQ*(1o+DCDRR8$HA885HAB)/DAB2 DFCT2 892*(1:+DCDRR*SHBB*SHBB)/DBBZ + DFCT2 AKINC 8 FCT2/DFCT2 IF (ABS(AKINC/AKO)-LE.1.E-6) GD TD 20 ITER2 8 ITER2+1 AKO 8 AKO-AKINC IF(ITER2.LE.40) GD TD 14 WRITE (4:41) FDRMAT(1X:'T00 MANY ITERATIDNS IN FINDING K 1‘) GD TD 40 20 CDNTINUE 51 53 40 128 SUM! = P2*SHAA*SHAAIDAA2 + P085HA885HABIDAB2 SUM! 8 02*SHBB8SHBBIDBBZ +SUMI SUMZ 8 VJAA*P2/DAA2 + VJAB$POIDA82 + VJBB*92/0882 SUNS 8 VJAAtVJAA*P2/DAA2 +VJAB*VJA9*PQ/DA82 SUNS s VJBBtVJBB*92/DBRZ + SUM3 TEM 3 Io'CDRR3CDRR'DCDRR DKB 8 SUM2/(Io‘SUM13TEM) GP 3 ZN*(SUM3*(10°CDRR3CDRR)‘SUM23TEM*DKB)/(T03T0) WRITE (4:51) T0:AKD:HD:CDRR:DCDRR PDRMAT(P503:4(5X:E1104)$) WRITE (4:53) GP PDRMAT(IH+:5X:PII:4) TO 3 TOOTINC IF (TO.GT.TMAX) GD TD 40 GD TD 12 PAUSE GD TD 2 END 129 C-----SPECIFIC HEAT DF QUENCHED PLANAR BETHE LATTICE----- 17 21 19 23 33 ATH(X)30053ALDG((10+X)’(10'X)) LDGICAL VARI DIMENSIDN W(10):ENER(3) VNULL 3 IoE-6 WRITE(4:3) FDRMAT(1X:'TA I TB 7'5) READ (4:5) TA:T8 FDRMAT(2F10:3) FDRMAT(F10:3) ZN! 3 1’3: 2 3 4o WRITE(4:17) FDRMAT(1X:'TEMP: AND CDNC: FDR FIT 7'5) READ (4:5) TC:P Q 3 IO-P TEM 8 ATH(ZNI) VJAA 8 TAfiTEM VJBB 3 TB‘TEM IF (TC:EQ:O:)GD TD 6 THAA =TANH(VJAA/TC) TH88 TANH(VJBB/TC) THAB 3 (ZNI’P‘THAA)*(ZNI'Q*THBB)/(P*D) THAB - SQRT(THA8) VJAB 8 TCtATH(THAB) GD TD 8 WRITE(4:35) FDRMAT(1X:'ENTER JAB 8'5) READ (4:15) VJAB 'IFIVJAB.EQ.0.I VJAB8SQRT(VJAA*VJBB) CDNTINUE WRITE (4:21) VJAA:VJBB:VJAB FDRMAT(1X:'JAA 3':F10:3:5X:'J88 8':F10:3:5X:.JA8 8':F10:3) CDNTINUE WRITE (4:19) FDRMAT(1X:'ENTER CDNC: 8'5) READ (4:15) P Q 310‘? W(1) 8 0884 W(2) 8 4:8P*9*Q*0 W(3) 8 6.8P8P8980 W(4) 8 4:8P8P8P80 W(S) 8 P884 WRITE (4:23) FDRMAT(1X:'TINIT:TINC:TMAX 7'5) READ (4:9)TD:TINC:TMAX FDRMAT(3F10:3) WRITE (4:33) FDRMAT(1X:'RELO INC: FDR DER: 7'5) READ(4:15) HINC WRITE(4:27) 130 27 FDRMAT(1X:'GUESSES FDR HA & H8 7'5) READ(4:5) X0:YD C°"°‘START ITERATIDN‘-°--“'--'--- 888888888 ------------ 10 CDNTINUE DD 80 K31:3 GD TD (62:64:66) :K 62 TI 8 Io/(T0*(10§HINC)) GD TD 50 64 TI 8 1:/(T0*(1:'HINC)) GD TD 50 66 TI 8 1:/TO 50 CDNTINUE ITER 8 0 BAA 8 VJAAtTI BBB 8 VJBBtTI BAB 8 VJABtTI TAA 8 TANHCBAA) TBB a TANH(BBB) TAB 8 TANHCBAB) 12 CDNTINUE THX 8 TANH(X0) THY 8 TANH(Y0) A 8 (1.0THX8TAA)/(1.-THX*TAA) B 8 (1o+THY8TAB)/(1:-THY*TAB) C 8 (1:+THX*TAB)/(1:-THX*TAB) D 8 (1.4THY8T88)/(1o-THY*T88) TAAS 8 TANH