Calculating Magnetization for 2x2 Ising Model Lattice

Click For Summary
SUMMARY

The discussion focuses on calculating the magnetization for the 2x2 Ising model lattice using the partition function Z=12+4cosh(8βJ). The key equations involved are the Helmholtz free energy F=-kBTlnZ and the magnetization M(H,T)=-∂/∂H(F/kBT). Participants clarify that the absence of an external magnetic field (H) in the partition function leads to zero magnetization, as the Hamiltonian used does not account for H. The confusion arises from the interpretation of the Hamiltonian and the role of the coupling constant J, which is essential for understanding the system's behavior.

PREREQUISITES
  • Understanding of the Ising model and its Hamiltonian formulation
  • Familiarity with statistical mechanics concepts, particularly partition functions
  • Knowledge of derivatives in the context of thermodynamic potentials
  • Basic grasp of magnetization and its dependence on external fields
NEXT STEPS
  • Study the derivation of the partition function for the 2D Ising model
  • Learn about the role of the Hamiltonian in statistical mechanics
  • Explore the implications of external magnetic fields on magnetization
  • Investigate the differences between 2D and 1D Ising models with periodic boundary conditions
USEFUL FOR

Students and researchers in physics, particularly those focusing on statistical mechanics, thermodynamics, and magnetism, will benefit from this discussion.

LagrangeEuler
Messages
711
Reaction score
22

Homework Statement


Calculate magnetisation for partition function
##Z=12+4\cosh (8\beta J)## for Ising model 2x2 lattice.

Homework Equations


F=-k_BTln Z
M(H,T)=-\frac{\partial}{\partial H}(\frac{F}{k_BT})

The Attempt at a Solution


For me it looks that magnetisation is zero. By just doing the derivatives. But solution of problem is ##\frac{16+8e^{\beta J}}{Z}##. If I combine relation from relevant equation it looks like for me that solution is zero. Where I making the mistake.
 
Physics news on Phys.org
Where does the partition function come from?

There is no H in the partition function, so the system does not react to any external field, just as you calculated.

What are the units of J?
 
##J## is constant. Well you have 2x2 lattice. You calculate
Z=\sum e^{-\beta H}
 
You are confusing notation here. The derivative to find the magnetization should be with respect to h, the external magnetic field. H is the Hamiltonian used to find the partition function. If there is no term dependent on h in your partition function expression, then you have used an incorrect Hamiltonian. Assuming a constant interaction J and constant external field h, the 2D Ising Model has a Hamiltonian of the form

H=-J \sum_{i,j} \sigma_i \sigma_j - h\sum_j \sigma_j

The first sum is over all nearest neighbors.As written your partition function trivially has no magnetization.
 
Last edited:
I think there are a few sources of confusion here...

It seems that the problem presents a certain partition function as a given. Presumably it's some kind of approximation for the 2-d Ising model Z.

Also it looks like J is some parameter that's proportional to the applied magnetic field. So dZ/dH won't be zero.
 
Oxvillian said:
I think there are a few sources of confusion here...

It seems that the problem presents a certain partition function as a given. Presumably it's some kind of approximation for the 2-d Ising model Z.

Also it looks like J is some parameter that's proportional to the applied magnetic field. So dZ/dH won't be zero.

J is typically the spin-spin coupling in Ising models, and I suspect that is the case here. The partition function given simply doesn't depend on the magnetic field.

To the OP: why should one expect the magnetization to be non-zero in the absence of a magnetic field? You have a 2x2 Ising model at finite temperature. Furthermore, I assume that the spin-spin interactions are nearest neighbor only, is that correct?

If so, consider this question: what is the difference between your 2x2 Ising model and a 4-spin 1d Ising model with periodic boundary conditions (and no external field)?
 

Similar threads

  • · Replies 9 ·
Replies
9
Views
2K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 6 ·
Replies
6
Views
5K
  • · Replies 2 ·
Replies
2
Views
2K
Replies
5
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
Replies
7
Views
2K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 2 ·
Replies
2
Views
2K