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Sample synthesis and basic characterizations

2 Basics of neutron scattering and data analysis

3.1 Introduction to the spin ice state

3.2.1 Sample synthesis and basic characterizations

Our powder sample of CdEr2Se4(batch number ATF450 and ATF451) and CdEr2S4(batch number ATF503) were synthesized through the solid-state reaction by Dr. Vladimir Tsurkan at University of Augsburg. To reduce the neutron absorption of the natural Cd element,114Cd isotope enriched starting material with an absorption cross section of 41.6 barn was used for the synthesis (Trace Sci. Int. Corp.). Sample quality of CdEr2Se4was checked with synchrotron X-ray diffraction at the Materials Science beamline (MS) at the Swiss Light Source (SLS) of PSI.

The quality of CdEr2S4was checked with laboratory X-ray powder diffraction at University of Augsburg.

Fig. 3.1 presents the Rietveld refinement result for the batch ATF450 of CdEr2Se4using the FullProf program [115]. The space groupF d¯3m is used. During the refinement, the Cd atoms at the 8asite of [1/8 1/8 1/8] and the Er atoms at the 16dsite of [1/2 1/2 1/2] are allowed to exchange their positions but no improvement can be observed, which suggests negligible anti-site disorder in our sample. The best fit has a unit cell length of 11.5959 Å and the Se atoms at the 32esite withx=0.2561. The corresponding agreement factors areRp=11.0,Rw p=15.9, andχ2=65.63. The relatively large agreement factors are due to secondary impurity phases that can be identified as erbium selenides. However, the maximum intensity of the impurity phase is only 0.5% of that for CdEr2Se4, suggesting negligible impurity concentration for most of our studies. A similar good refinement is achieved for the batch ATF451 of CdEr2Se4, which allows us to combine these two batches for the neutron scattering experiments.

3.2. Crystal electric field transitions in CdEr2Se4and CdEr2S4

2theta

0 10 20 30 40 50 60

Intensity (a. u.)

-2000 0 2000 4000 6000 8000

Figure 3.1 – Refinement result for the synchrotron X-ray diffraction data of CdEr2S4. Data points are shown as red circles. The calculated pattern is shown as black solid line. The vertical bars show the positions of the Bragg peaks. And the blue line at the bottom shows the difference of data and calculated intensities.

3.2.2 Crystal electric field transitions in CdEr2Se4

The crystal electric field transitions in CdEr2Se4were measured with the time-of-flight spec-trometers IN4 and IN6 at various temperatures between 1.5 and 200 K. For the measurements, about 9 g of114CdEr2Se4powder was filled into an annular-shaped aluminum can with out-er/inner diameters of 12/8 mm. Depending on the required energy range and resolution, incoming neutron wavelengths of 1.21 and 2.41 (5.12 and 5.92) Å were chosen for the measure-ments on IN4 (IN6).

Fig. 3.2 presents typical Q-E maps measured on IN4 and IN6 at different temperatures. Differ-ent Q-dependences of the intensities suggest their differDiffer-ent origins. For example, in Fig. 3.2a, intensities at∼17 meV increase with Q, which indicates phonon excitations as their origin;

while intensities at 10 meV decrease with Q in accordance with the magnetic form factor of Er3+, suggesting crystal electric field transitions as their origin. The temperature dependence of the measured spectra in Fig. 3.2 arises from the population of the CEF states and detailed balance. At low temperatures, only the ground state is populated, which allows upwards transitions to the CEF excited states observed in Fig. 3.2a. With increasing temperature, the CEF excited states get populated, and downwards transitions from the excited states become observable in Fig. 3.2d.

Under theD3dsymmetry of the crystal electric field, the ground state manifold4I15

2 of Er3+

splits into 5Γ+4 doublets and 3Γ+5⊕Γ+6 doublets [116]. Therefore, up to 7 CEF transitions shall be observable at the base temperature of 1.5 K. Treating the coefficientsBml in eqn.

(3.2) as fitting parameters, we can extract the ground state information from the positions and intensities of the measured CEF transitions. Our fits are performed with the McPhase program [117], and the standardχ2is evaluated as the controlling parameter. A combined fit

IN4T = 2 K IN4 T = 50 K

IN6T = 1.6 K IN6

T = 50 K

a b

c d

Figure 3.2 –(a,b)Q-E map for the crystal field transitions measured on IN4 with incoming neutron wavelength of 1.21 Å at 2 and 50 K. The measurements with an empty can have been subtracted as the background.(c,d)Q-E map for the crystal field transitions measured on IN6 with incoming wavelength of 5.1 Å at 1.6 and 50 K. Intensities at 1.6 meV in panel c and d are due to a known malfunction of the detectors.

was performed for the data measured on IN4 with incoming wavelengths of 1.21 and 2.41 Å at 2 K, and the CEF transitions at other temperatures are calculated using the fitted parameters at 2 K. For the IN6 experiment, we used the data measured with an incoming wavelength of 5.12 Å at 50 K. The overall fitting results are shown in Fig. 3.3. The fitted parameters in the Wybourne format are listed in Tab. 3.1. The dominance of a negativeB20(see the text in Tab.

3.1) is quite obvious, indicating that the ground state should have an Ising character due to a large component of|15/2,±15/2〉. The exact expression for the ground state doublet extracted from the IN4 data is:

|±〉 = ±0.906|7.5,±7.5〉 +0.386|7.5,±4.5〉 ±0.159|7.5,±1.5〉 (3.11)

−0.073|7.5,∓1.5〉 ±0.004|7.5,∓4.5〉,

which is dominated by the|7.5,±7.5〉component and hasg-factors ofg=0 andg=16.5.

Noticing that thezaxis of theD3dsymmetry is along the local [111] directions, our inelastic neutron scattering study provides microscopic evidence for the local Ising character of the Er3+spins in CdEr2Se4.

The Ising character of Er3+in CdEr2Se4is very different from that in Er2Ti2O7[118, 119]. For the latter system, Er3+exhibits an easy-plane character with the local [111] direction as the hard axis. This difference originates from the different local crystal environments of the Er3+

3.2. Crystal electric field transitions in CdEr2Se4and CdEr2S4

0

1

2

3 012 012 E (meV)-6-4-20

Intensity (a. u.) 2 1 0

00.10.20.30.40.5 00.10.20.30.4 00.10.20.30.4 E (meV)024681012

Intensity (a. u.)

00.10.20.30.4

00.010.020.030.040.05 00.010.020.030.04 00.010.020.030.04 E (meV)010203000.010.020.030.04Intensity (a. u.)

5.12 Å, 1.6 K 5.12 Å, 25 K 5.12 Å, 50 K 5.12 Å, 100 K

2.41 Å, 2 K 2.41 Å, 25 K 2.41 Å, 50 K 2.41 Å, 100 K

1.21 Å, 2 K 1.21 Å, 25 K 1.21 Å, 50 K 1.21 Å 100 K

a b c d

e f g h

i j k l Figure3.3–FitsofthecrystalfieldtransitionsinCdEr2Se4.Experimentaldataareshownasbluecirclesandthefittedresultisshownasthered linewiththeparametersinTab.3.1.(a-d)MeasurementsareperformedonIN6withanincomingwavelengthof5.12Å.Theexperimental datapointsareobtainedthroughintegrationintheregion1.05<|Q|<1.15Å.(e-h)MeasurementsareperformedonIN4withanincoming wavelengthof2.41Å.Theexperimentaldatapointsareobtainedthroughintegrationintheregion1.0<|Q|<2.0Å.(i-l)Measurementsare performedonIN4withanincomingwavelengthof1.21Å.Theexperimentaldatapointsareobtainedthroughintegrationintheregion 1.7<|Q|<3.7Å.

Table 3.1 – The Wybourne crystal field parameters (meV) for CdEr2Se4. The correspond-ing Stevens parameters (meV) areB20= −0.032636,B40= −0.000598,B43= −0.012837,B60= 0.000003,B63= −0.000051,B66=0.000019 for IN4.

L02 L04 L34 L06 L36 L66 IN4 (2 K) -25.70 -107.73 -97.74 25.31 -19.06 9.51 IN6 (50 K) -26.00 -107.80 -96.73 25.17 -18.12 9.30

ions [113]. Along the [111] direction, there is a pair of O2anions that are closer to the Er3+ ions compared to the O2−neighbours along other directions. However, no such shorter Er-Se bonds exist in CdEr2Se4along the [111] direction, and instead, the nearest Er3+cations are close to the [111] direction. Such a charge reversal leads to a change in the sign ofB20, thus explaining the Ising character for Er3+in CdEr2Se4.

Compared to the pyrochlore spin ice compounds of dysprosium and holmium titanites, the CEF excitation gap in CdEr2Se4is relatively small (see Fig. 3.5a). In Dy2Ti2O7, the excitation gap is as high as 20 meV, while in CdEr2Se4, it is only∼4 meV. As is pointed out by Molavianet al., perturbations through the excited states might renormalize the exchange interactions and influence the ground state properties. Another difference from the pyrochlore spin ices is the relatively large|J,Jz≤7/2〉components for the ground state doublet (3.11) of CdEr2Se4. As is discussed in the beginning of this section,|J,Jz〉components with|Jz| ≤7/2 allow relatively stronger transverse couplings between the pseudospins and enable the tunnelling within the ground state doublet.

It is worth mentioning that the symmetry of the Er3+ground state doublet in CdEr2Se4is distinctive from the usual magnetic dipoles [120–122]. Under theD3d three-fold rotation operator ˆR(C3)=exp(−i2πJˆz/3), the ground states in eqn. (3.11) only pick up a negative sign, which indicates that each state shall transform as a one-dimensional representation (Γ+5 or Γ+6) and the doublet should haveΓ+5 ⊕Γ+6 symmetry . Components of thisΓ+5⊕Γ+6 doublet transform differently under theD3dmirror plane operation: while thexandzcomponents change their signs as the magnetic dipole, they component however stays the same as an octupole component [120]. As in the usual quantum spin ice where theJxandJy couplings perturb the ice state dominated byJz, an octupole quantum spin ice state might be realized where the Jx andJz couplings perturb the ice states dominated by Jy. For this octupole quantum spin ice, the magnetic field (or the electric field following the notation of the field theory) defined by theycomponent of the pseudospin will follow a symmetry different from the magnetic dipoles and lead to different correlations for the pseudospins [120, 122].

3.2.3 Crystal electric field transitions in CdEr2S4

Similar investigations of the crystal electric field transitions in CdEr2S4were performed on IN4 and IN6 at various temperatures between 1.5 and 100 K. For the measurements, about

3.2. Crystal electric field transitions in CdEr2Se4and CdEr2S4

0

2

4

6

8 0246 0246 E (meV)-8-6-4-20

Intensity (a. u.) 6 4 2 0

0

0.005

0.010.015

0.02 0

0.005

0.010.015 0

0.005

0.010.015 E (meV)01020300

0.005

0.010.015

Intensity (a. u.)

5.12 Å, 1.5 K 5.12 Å, 25 K 5.12 Å, 50 K 5.12 Å, 100 K

1.11 Å, 1.5 K 1.11 Å, 25 K 1.11 Å, 50 K 1.11 Å 100 K

a b c d

i j k l

00.5

11.5 0

0.51 0

0.51 E (meV)024681012

Intensity (a. u.)

00.5

1

2.21 Å, 1.5 K 2.21 Å, 25 K 2.21 Å, 50 K 2.21 Å, 100 K

e f g h Figure3.4–FitsofthecrystalfieldtransitionsinCdEr2S4.Experimentaldataareshownasbluecirclesandthefittedresultisshownasthered linewiththeparametersinTab.3.2.(a-d)MeasurementsareperformedonIN6withanincomingwavelengthof5.12Å.Theexperimental datapointsareobtainedthroughintegrationintheregion1.05<|Q|<1.15Å.(e-h)MeasurementsareperformedonIN4withanincoming wavelengthof2.22Å.Theexperimentaldatapointsareobtainedthroughintegrationintheregion1.0<|Q|<2.0Å.(i-l)Measurementsare performedonIN4withanincomingwavelengthof1.12Å.Theexperimentaldatapointsareobtainedthroughintegrationintheregion 1.7<|Q|<3.7Å.

Table 3.2 – The Wybourne crystal field parameters (meV) for CdEr2S4. The correspond-ing Stevens parameters (meV) areB20= −0.037055,B40= −0.000681,B43= −0.014928,B60= 0.000003,B63= −0.000058,B66=0.000028 for IN4.

L02 L04 L34 L06 L36 L66 IN4 (1.5 K) -29.18 -122.72 -113.66 25.97 -21.89 14.41

IN6 (50 K) -26.84 -122.10 -100.94 25.72 -23.84 13.27

4.5 g of114CdEr2S4powder was filled into an annular-shaped aluminum can with outer/inner diameters of 10/8 mm. Setups with incoming neutron wavelengths of 1.12, 2.22, and 3.06 Å (5.12 Å) were employed for the measurements on IN4 (IN6).

Fig. 3.4 presents the fitting results for the integrated Q-dependence of the IN4 data with the 1.12 and 2.22 Å setups and the IN6 data with the 5.12 Å setup using the McPhase program.

As for CdEr2Se4, fits are performed at 1.5 K (50 K) for IN4 (IN6) and the results for the other temperatures are calculated with the fitted parameters listed in Tab. 3.2. As is compared in Fig. 3.5, the CEF levels in CdEr2S4are a little bit higher in energy than those in CdEr2Se4, which is due to the relatively smaller size of the CdEr2S4unit cell and explains the higher CEF parameters in Tab. 3.2. As will be discussed in section (3.4.2), the difference in CEF levels directly influences the high-temperature monopole dynamics in this two compounds. Despite of the difference in the CEF level energies, the ground state doublet in CdEr2S4fitted from the IN4 data is very similar to that in CdEr2Se4:

|±〉 = ±0.904|7.5,±7.5〉 +0.391|7.5,±4.5〉 ±0.145|7.5,±1.5〉 (3.12)

−0.094|7.5,∓1.5〉 ±0.006|7.5,∓4.5〉,

which suggests similar Ising character for the Er3+spins in these two compounds.

Similarity of the anisotropy for the Er3+ spins in CdEr2Se4 and CdEr2S4 is also observed

0 meV 3.955.65 8.939.76 26.28 29.11, 29.21

0 meV 5.086.91 10.47 11.35 30.46 33.78, 34.00

CdEr2Se4 CdEr2S4

a b

Figure 3.5 – Fitted crystal electric levels in CdEr2Se4(a)and CdEr2S4(b).

3.3. Quasi-static spin-spin correlations in CdEr2Se4and CdEr2S4

0 1 2 3 4 5

0 1 2 3 4 5

CdEr2S4 CdEr2Se4 H (T)

M (μ B/Er)

2 K 25 K 50 K 100 K

Figure 3.6 – Magnetization measurements for CdEr2Se4and CdEr2S4at 2, 25, 50, and 100 K. CdEr2Se4data are shown as triangles, CdEr2S4data are shown as circles. The results of calculations using the CEF parameters for CdEr2Se4listed in Tab. 3.1 are shown as the red lines.

indirectly from the magnetization measurements. Fig. 3.6 presents theM-H relation at 2, 25, 50, and 100 K for powder samples of CdEr2Se4and CdEr2S4without isotope-enriched element that were measured with the Quantum Design PPMS in the Laboratory for Scientific Developments and Novel Materials (LDM) at PSI. TheM-Hresults for CdEr2Se4and CdEr2S4 almost overlap with each other. Using the CEF parameters listed in Tab. 3.1, we calculate the magnetization using the SAFiCF code from Duc Le [123]. The calculation results agree very well with the measurements, which confirms the correctness of our inelastic neutron study of the CEF transitions.

3.3 Quasi-static spin-spin correlations in CdEr

2

Se

4

and CdEr

2

S

4

In this section, we present our neutron scattering study of the quasi-static spin-spin correla-tions in CdEr2Se4and CdEr2S4. As is discussed in section 2.1.3, the momentum-dependence of the neutron diffuse scattering atE∼0 meV is a direct probe of the quasi-static spin-spin cor-relations, and representative examples related to spin ice can be found for Ho2Ti2O7[96, 124], Dy2Ti2O7[125, 126], Tb2Ti2O7[104], and Yb2Ti2O7[127].

3.3.1 Non-polarized neutron diffuse scattering study of CdEr2Se4

Non-polarized neutron diffuse scattering experiments were performed on the diffractometer D20 with a3He cryostat at ILL for temperatures between 0.5 and 20 K. For all the measurements, about 9 g of114CdEr2Se4powder was filled into an annular-shaped copper can with outer/inner diameters of 6/10 mm, and the setup with 2.41 Å incoming neutron wavelength was employed.

0.5 1 1.5 2 2.5

Figure 3.7 –(a)Non-polarized neutron diffuse scattering results for CdEr2Se4measured on D20 at 0.5, 1.5, 4, and 8 K. The data at 20 K has been subtracted as the background. The inset compares the temperature dependence of the Bragg peak intensity at 1.22 Å1and the integrated diffuse scattering intensity in 1.325<Q<1.375 Å1. (b)Detailed temperature dependence of the intensities in the region 1-1.7 Å−1in between 0.5 and 1.2 K.

Fig. 3.7a presents typical diffraction data measured at 0.5, 1.5, 4.0, and 8.0 K. Data at 20 K has been subtracted as the background. As can be seen from the figure, broad peaks around 0.6 and 1.4 Å1start to form below 8 K, with their intensities growing with decreasing temperature.

Such a signal is compatible with what is normally observed for classical spin ices [79] and is a strong indication for the ice correlations in CdEr2Se4.

Near the base temperature of 0.5 K, a series of sharp peaks are also observed. As is detailed in the inset of Fig. 3.7a and Fig. 3.7b, the temperature evolution of these sharp peaks is different from that of the broad diffuse intensities: the sharp peaks saturate at temperatures below 0.8 K while the broad peaks from the diffuse scattering continue to grow. Thus the origin of the sharp peaks should be different from the main feature. Combined with the synchrotron X-ray diffraction data shown in section 3.2.1, we attribute the sharp peaks observed in Fig. 3.7b to the long-range magnetic order of erbium selenide ErxSey.

3.3. Quasi-static spin-spin correlations in CdEr2Se4and CdEr2S4

Figure 3.8 –x yzpolarization analysis for the diffuse scattering of CdEr2Se4measured at 70 mK on D7, showing the separation of the magnetic scattering component from the nuclear coherent/isotope incoherent scattering and the nuclear spin incoherent scattering.

3.3.2 Polarized neutron diffuse scattering study of CdEr2Se4

The non-polarized neutron diffuse scattering results shown in Fig. 3.7a are not purely mag-netic; they contain four contributions: nuclear coherent, nuclear isotope incoherent, nuclear spin incoherent, and magnetic scatterings. For a paramagnetic sample without long-range magnetic order, the magnetic component can be separated out using thex yzpolarization analysis technique [128]. With thez(x y) axis perpendicular to (inside of) the scattering plane, thex yz polarization analysis technique exploits the different polarization dependence of the scattering processes: nuclear coherent and isotope incoherent scattering do not flip the spin; nuclear spin incoherent scattering has a 2/3 probability to flip the spin; and diffuse magnetic scattering has flipping probabilities depending on the relative angle between the polarization direction and the scattering vector. Thus the magnetic scattering cross section can be separated out using the 6-points method expressed as:

µ

where Tsf (Tnsf) refers to the total spin-flip (non-spin-flip) intensities and the (dσ/dΩ)nuc term contains both the nuclear coherent and isotope incoherent scattering.

Ourx yzpolarized neutron diffuse scattering experiment was performed on the diffractometer D7 with a dilution cryostat at ILL. For this measurement, 5.26 g of114CdEr2Se4powder sample was filled into an annular-shaped copper can with outer/inner diameters of 15/14 mm and the setup with 4.8 Å incoming neutron wavelength was used. The measured transmission of

the sample was∼60 %, which enables a reliable polarization analysis. The efficiencies of the detectors were calibrated using a vanadium standard with a transmission comparable to the sample. And the efficiencies of the flipper and polarizer/analyzer system were calibrated with a quartz standard. To compensate for the out-of-plane scattering due to the finite height of the detectors, the 10-points method was used, which adds the polarization analysis along the x±ydirections to the normalx yzdirections and the details can be found in reference [129].

Fig. 3.8 presents thex yzpolarization analysis results for CdEr2Se4measured at 70 mK. The magnetic scattering has been separated from the nuclear coherent/isotope incoherent scat-tering and the nuclear spin incoherent scatscat-tering. Similar to the results with un-polarized neutrons shown in Fig. 3.7a, broad diffuse signal can be observed around 0.6 and 1.4 Å, which suggests short-range ice-correlations in this system.

Mean-field analysis

The mean-field treatment provides a first approximation in understanding the spin correla-tions in CdEr2Se4[79]. Denoting theαcomponent (α=x,y,z) of theν-th unit-length spin (ν=1,2,3,4) in then-th primitive unit cell asSn,ν,α, the Hamiltonian on the pyrochlore lattice can be explicitly expressed as:

where theDaterm represents the easy-axis anisotropy and ˆnνis the unit vector along the easy axis of theν-th spin. Fourier transform of the real-space couplingJn,ν,α;n00leads to the 12×12 coupling matricesJk;ν,α;ν0,βin reciprocal space, which is then diagonalized:

X

ν0

Jk;ν,α;ν0uk;ν(ρ)0=λ(kρ)u(k;ν,αρ) , (3.15)

whereλ(ρ)k withρ=1,2,...,12 denotes the eigenvalues andu(ρ)k denotes the corresponding eigenvectors. The global maximum ofλ(ρ)k determines the long-range order transition under the mean-field approximation, with the transition temperatureTc and ordered structure

Sn,ν,α〉as:

kBTc=2

3[λ(ρ)k ]max,

Sn,ν,α〉 = 〈S(ρ)ku(ρ)k;ν,αexp(ik·rn,ν)+c.c. . (3.16)

3.3. Quasi-static spin-spin correlations in CdEr2Se4and CdEr2S4

The paramagnetic susceptibility atTMF>Tc can be approximated by the eigenvalues and eigenfunctions:

whereNis the total number of the unit cell,V is the volume of the system, andµis the size of the magnetic moment. Using Eq. (2.4), the cross section of the magnetic scattering can be expressed as: whereCis a constant,f(Q) is the magnetic form factor,τis the reciprocal lattice vector, and rνdenotes the position of theν-th atom in the first primitive cell.

We implemented this mean-field calculation using Matlab on the MCC cluster at LDM of PSI. To account for the Ising character of the Er3+spin, a high anisotropy ofDa=810 K was used. The dipolar interaction withDdp=0.616 K was cut beyond the length of 20 unit cells.

500 randomQ-vectors were generated for each of the|Q|values for the powder averaged calculation. SinceTcis an effective temperature that can be different from the real ordering temperature, the mean-field temperatureTMFwas used as a fitting parameter. Fig. 3.9 presents the fitted results withJ1=0 for the magnetic scattering measured on D7. In this case,Tcis calculated to be 1.600 K, and the fittedTMFis 1.622, 1.635, 1.710, 3.6, and 21.6 K for the data measured at 0.07, 0.5, 1.5, 5, and 20 K, respectively. The good quality of the fit confirms the correctness of the dipolar spin ice model.

However, in the mean-field calculation, a finiteJ1does not affect the quality of the fit: as long as the nearest-neighbour couplingJeff=J1/3+5Ddp/3 is ferromagnetic, a good fit can always be achieved through the adjustment of the fitting parameterTMF. In order to fix the coupling strengths, we resort to Monte Carlo simulations.

Monte Carlo simulation

In the first chapter, a brief introduction to Monte Carlo simulations has been presented.

Differently from that in the mean-field calculations, temperature in Monte Carlo simulations can be equalized to the real value, which enables a reliable determination of the coupling strengths. To this purpose, a 6×6×6 supercell with periodic boundary conditions has been implemented using the ALPS package. Following the model of eqn. (3.3), couplings between the Ising spins include the nearest-neighbour exchange interactionJ1, the second-neighbour exchange interactionJ2and the dipolar interactions with a cut beyond the length of 3 unit cells.

Previous investigations of the dipolar spin ice model have revealed equivalence between the effective nearest-neighbour coupling strength and the temperature position of the maximum

Q (Å-1)

0.5 1 1.5 2 2.5

Intensity (a. u.)

0 5 10 15 20 25 30 35 40

0.07 K 0.5 K 1.5 K 5 K 20 K

Figure 3.9 – Mean-field calculation results for the magnetic scattering data measured on D7.

Data atT =0.07, 0.5, 1.5, 5, and 20 K are shifted along the y axis by 9, 18, 27, 36, and 45, respectively. Blue circles are the experimental data. Red lines are the mean-field calculation results.

of the specific heat peak. Thus the reportedCp(T) peak centered at∼1 K enables us to fixJeff also to 1 K, meaning thatJ1should be ferromagnetic−0.026 K (antiferromagnetic 0.078 K) for Ising spins with local (global) axes. Similar to the mean-field calculations, 500 randomQ -vectors were generated at each|Q|value for the powder average. 5k sweeps of thermalization and 10k sweeps of measurement were used for the simulations at 1.5, 5, and 20 K. And for the simulations at 0.07 and 0.5 K, an increased number of 10k sweeps of thermalization and 40k sweeps of measurement were used in order to compensate for the longer auto-correlation times.

Fig. 3.10 presents the Monte Carlo simulation results for the D7 magnetic scattering data with

Fig. 3.10 presents the Monte Carlo simulation results for the D7 magnetic scattering data with