Calculating Magnetization for 2x2 Ising Model Lattice

Click For Summary

Homework Help Overview

The discussion revolves around calculating the magnetization for the partition function of a 2x2 Ising model lattice. The original poster presents a specific partition function and equations related to free energy and magnetization, questioning their implications regarding the magnetization value.

Discussion Character

  • Exploratory, Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants explore the origin of the partition function and its dependence on external magnetic fields. Questions arise regarding the notation used for Hamiltonian and the implications of the absence of a magnetic field in the partition function. There is discussion about the role of the coupling constant J and its relation to the magnetic field.

Discussion Status

The discussion is active, with participants providing insights and questioning the assumptions made by the original poster. Some participants suggest that the partition function may be an approximation and highlight the need for clarity regarding the parameters involved, particularly J and its role in the context of the Ising model.

Contextual Notes

There is a noted confusion regarding the definitions of H and h in the context of the Hamiltonian and the partition function. The original poster's assumption of zero magnetization is challenged based on the lack of dependence on an external field in the provided partition function.

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
5
Views
2K
  • · Replies 2 ·
Replies
2
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