Understanding Energy and Spin Interactions in the Ising Model

In summary, the conversation discusses a research related to the Ising Model and a question about the energy in the model. The statement from the "History of the Lenz-Ising Model" paper is referenced, which explains that aligned spins have a stabilizing interaction and contribute -U to the overall energy, while anti-aligned spins have a destabilizing interaction and contribute +U. This leads to the conclusion that the system tends towards a lower energy state, with maximal alignment of neighboring spins.
  • #1
iking
3
0
Hello, actually, I am not a physicist, I am a Computer Science Graduate Student,
Anyways, I am doing a research related to Ising Model

My question is about the energy in Ising Model
the following statement is written in "History of the Lenz-Ising Model" paper:
"when two neighboring spins are the same (both +1 or -1) the energy is -U,
and when two neighboring spins are different, the energy is +U. In other words,
the interaction tends to make neighboring spins the same"

I know that my question is dumb, so please forgive me for that,:
what does a negative energy means?! and why a negative energy means
the interaction tends to make the neighboring spins the same?

Please forgive me for such questions.

Thanks
 
Physics news on Phys.org
  • #2
iking said:
Hello, actually, I am not a physicist, I am a Computer Science Graduate Student,
Anyways, I am doing a research related to Ising Model

My question is about the energy in Ising Model
the following statement is written in "History of the Lenz-Ising Model" paper:
"when two neighboring spins are the same (both +1 or -1) the energy is -U,
and when two neighboring spins are different, the energy is +U. In other words,
the interaction tends to make neighboring spins the same"

I know that my question is dumb, so please forgive me for that,:
what does a negative energy means?! and why a negative energy means
the interaction tends to make the neighboring spins the same?

Please forgive me for such questions.

Thanks

First of all, welcome to PF iking!

Second, your question is not at all dumb. Generally speaking, when you are considering the *relative* energies of two systems in physics, you are free to set the reference energy anywhere that is convenient, as long as you are consistent. In the context of this example, the aligned spins have a stabilizing interaction, which lowers the overall energy of the system by the amount U ("more stable" means "lower energy" in physics parlance). The anti-aligned spins have a destabilizing interaction, which raises the overall energy of the system by the amount U. So, if we choose the reference energy to be the system of non-interacting spins, then we have the sign convention from your post, where aligned spins contribute -U and anti-aligned spins contribute +U.

HTH!
 
  • #3
Thank you so much SpectraCat, your explanation was really helpful.

I have another question:
why do we conclude that this interaction tends to make neighboring spins the same?
I mean you said "aligned spins have stabilizing interaction", do u mean that physical
systems tends towards lower-energy state?

Thank you again for your patience.
 
  • #4
iking said:
Thank you so much SpectraCat, your explanation was really helpful.

I have another question:
why do we conclude that this interaction tends to make neighboring spins the same?
I mean you said "aligned spins have stabilizing interaction", do u mean that physical
systems tends towards lower-energy state
?

Yes, that is a general principle of physics. So, in the absence of thermal fluctuations that can add energy and "randomize" the spins, the system will always tend towards the maximally-aligned state representing the lowest energy.
 
  • #5
THANK YOU SO MUCH, That was really really helpful
Thank you again.
:)
 

FAQ: Understanding Energy and Spin Interactions in the Ising Model

What is the Ising Model?

The Ising Model is a mathematical model used to study the behavior of interacting particles, such as atoms in a solid or magnetic spins in a material. It was originally developed to understand the properties of ferromagnetism, but has since been applied to a wide range of systems in physics, chemistry, and biology.

How does the Ising Model work?

The Ising Model represents a system of particles as a lattice, with each lattice point representing a particle. The particles interact with each other via a specific energy function, which is usually represented by a simple mathematical equation. The model uses statistical mechanics to calculate the probability of a particular configuration of particles, and from this, various macroscopic properties can be calculated.

What are some real-world applications of the Ising Model?

The Ising Model has been used to study a wide range of systems, including ferromagnets, superconductors, polymers, and even social networks. It has also been applied to problems in economics, genetics, and neuroscience. In addition, the Ising Model has been used to develop algorithms for optimization problems and machine learning.

What are the limitations of the Ising Model?

The Ising Model is a simplified representation of real systems and does not take into account many important factors, such as temperature and external stimuli. It also assumes that particles interact only with their nearest neighbors, which may not always be the case in real systems. Additionally, the model can become computationally intensive for larger systems, making it difficult to apply to complex systems.

How is the Ising Model relevant to current research?

The Ising Model continues to be an important tool in the study of complex systems, and new variations and extensions of the model are constantly being developed. It is also used in conjunction with other models and techniques to gain a more complete understanding of real-world phenomena. Furthermore, the Ising Model has been used in the development of new technologies, such as magnetic storage devices and neural networks.

Similar threads

Replies
10
Views
825
Replies
2
Views
2K
Replies
0
Views
445
Replies
0
Views
778
Replies
1
Views
2K
Replies
11
Views
2K
Back
Top