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Physics, Statistical Physics
Year 3

3 dimensional ising model using weiss approximation


For this exercise we use the Weiss Molecular Field approximation for the Ising model in 3 dimensions. Here the interaction between neighbouring spins is replaced by an interaction of the averaged field over all the spins: the Weiss Molecular Field, which we name m.

The Hamiltonian is given by H = −Jzm ∑si – B ∑si,                       i = 1,,…,N, si = ±1

where z is the number of nearest neighbors, e.g for z = 6 we would have a cube lattice. In addition we have the self-consistency equation = m

a) Calculate the canonical partition function from the Hamiltonian. Derive from it. Prove that the corresponding self-consistency equation for m is given by
       m = tanh (βB + βJzm)

b) Let B = 0. Using a graph, determine the solution for m in dependence on zβJ. Discuss the stability of the solution(s). Argue that a phase transition between one phase with and one phase without spontaneous magnetization takes place and determine its critical temperature Tc as a function of J.

c) Let B = 0. If the temperature is near the critical point then there is a small magnetization. Develop the self-consistency equation as a Taylor Series in m to the third order term and derive from this an expression for m(T,J)

d) The susceptibility is defined by χT = N (∂m/∂B)T. Calculate the susceptibility for B = 0. For temperatures slightly under the critical temperature (T < Tc),
we have χT is proportional to (T − Tc)^(−γ), where γ is a critical exponent. Determine γ for the three-dimensional Ising model in the molecular field approximation.

e) Explain why the Molecular Field Theory cannot be applied in 1 dimension

See attached file for full problem description.

Attachments
3-dim ising model using weiss molecular field theory.doc  View File

By OTA:  Saibal Mitra, PhD (IP)

OTA Rating:  4.9/5

Your Price:  $2.19  (original value ~$27.93)

What's included:

  • Plain text response
  • Attachment(s):
    • weiss.tex
    • weiss.ps
    • weiss.pdf
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