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
a) Calculate the canonical partition function from the Hamiltonian. Derive
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.
By OTA: Saibal Mitra, PhD (IP)
OTA Rating: 4.9/5
Your Price: $2.19 (original value ~$27.93)
What's included:
Page generated in 0.0166 seconds