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Consider an Ising model of just two elementary dipoles, whose mutual interaction energy is ±ϵ. Enumerate the states of this system and write down their Boltzmann factors. Calculate the partition function. Find the probabilities of finding the dipoles parallel and antiparallel, and plot these probabilities as a function of kT/ϵ. Also calculate and plot the average energy of the system. At what temperatures are you more likely to find both dipoles pointing up than to find one up and one down?

Short Answer

Expert verified

The partition function for the system with two elementary dipoles = 4coshεkT.

The probability that the dipoles are parallel = 11+exp-2εkT

The probability that the dipoles are anti-parallel ==11+exp2εkT

Step by step solution

01

Step 1. Given information

The simplified model of a magnet is defined as Ising model. For an Ising model of just two elementary dipoles, the energy is -εwhen the dipoles are parallel and +εwhen the dipoles are antiparallel.

The states of the system on their Boltzmann factors are as follows:

↑↑:eε/kT

↑↓:e-ε/kT

↓↑:e-ε/kT

↓↓:eε/kT

Here,

k=Boltzmann factor

T=temperature.

The above four equations represent Boltzmann's factors for the given four states.

02

Step 2. Partition function for system of energy:

For ε,

Z1=2expεkT

For -ε,

Z2=2exp-εkT

The partition function for the system with two elementary dipoles is as follows:

Z=Z1+Z2

Substituting the value of 2expεkT=Z1and2exp-εkT=Z2.

Z=2expεkT+2exp-εkT

=4coshεkT

The partition function for the system with two elementary dipoles ==4coshεkT

03

Step 3. Probability that the dipoles are parallel:

Pparallel=Z2Z

Substitutingthevalueof2expεkT=Z2and2expεkT+2exp-εkT=Z

Pparallel=2expεkT2expεkT+2exp-εkT

=11+exp-2εkT

Thus, the probability that the dipoles are parallels is==11+exp-2εkT

04

Step 4. Probability that the dipoles are anti-parallel:

Pantiparallel=Z1Z

Substitutingthevalueof2exp-εkT=Z1and2expεkT+2exp-εkT=Z.

Pantiparallel=2exp-εkT2expεkT+2exp-εkT

=11+exp2εkT

Thus, the probability that the dipoles are anti-parallels ==11+exp2εkT

05

Step 5.  Graph between probabilities and kTε for the system of two dipoles,

06

Step 6. Relation between average energy and kTε

Average energy of the system=

U=⟨E⟩

=-1Z∂Z∂β

Substituting the value of 4coshεkT=Z.

U=ε(4sinh(ε/kT))4cosh(ε/kT)

=-εtanh(ε/kT)

Uε=-tanh(ε/kT)

07

Step 7. Plotting the graph between Uε and kTε

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Most popular questions from this chapter

Show that the Lennard-Jones potential reaches its minimum value at r=r0, and that its value at this minimum is -u0. At what value of rdoes the potential equal zero?

Modify the ising program to simulate a one-dimensional Ising model.

(a) For a lattice size of 100, observe the sequence of states generated at various temperatures and discuss the results. According to the exact solution (for an infinite lattice), we expect this system to magnetise only as the temperature goes to zero; is the behaviour of your program consistent with this prediction? How does the typical cluster size depend on temperature?

(b) Modify your program to compute the average energy as in Problem 8.27. Plot the energy and heat capacity vs. temperature and compare to the exact result for an infinite lattice.

(c) Modify your program to compute the magnetisation as in Problem 8.28. Determine the most likely magnetisation for various temperatures and sketch a graph of this quantity. Discuss.

At T = 0, equation 8.50 says that s¯=1. Work out the first temperature-dependent correction to this value, in the limit β∈n≫1. Compare to the low-temperature behaviour of a real ferromagnet, treated in Problem 7.64.

Modify the ising program to compute the total magnetisation (that is, the sum of all the s values) for each iteration, and to tally how often each possible magnetisation value occurs during a run, plotting the results as a histogram. Run the program for a 5 x 5 lattice at a variety of temperatures, and discuss the results. Sketch a graph of the most likely magnetisation value as a function of temperature. If your computer is fast enough, repeat for a 10 x 10 lattice.

Consider an Ising model in the presence of an external magnetic field B, which gives each dipole an additional energy of -μBB if it points up and +μBB if it points down (whereμB is the dipole's magnetic moment). Analyse this system using the mean field approximation to find the analogue of equation 8.50. Study the solutions of the equation graphically, and discuss the magnetisation of this system as a function of both the external field strength and the temperature. Sketch the region in the T-B plane for which the equation has three solutions.

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