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18 questions with no upvoted or accepted answers
5 votes
0 answers
705 views

Decorrelation times for a 2D Ising Model over a range of temperatures

So, I'm trying to simulate the Ising Model on a 2D square lattice of spins. When exploring the auto correlation of the magnetisation: Where the auto covariance: $$A(T) = \langle(M(t)\ - \langle M\...
V.L. Proud's user avatar
3 votes
1 answer
73 views

Ising Model magnetisation

I am simulating the 2D Ising Model and specifically looking at the time evolution of magnetisation $m$. Now, in the non-equilibrium state, magnetisation will grow as a power law with time $t$, if ...
Principia Mathematica's user avatar
2 votes
0 answers
211 views

Simulation time for Ising model of large systems

I have tried to run simulation for Ising model of large-size square lattices at the critical point. Mostly I use Python optimized with numba decorator for $L=256$ it takes approx 2.5 min with ...
Alireza Valizadeh's user avatar
2 votes
0 answers
123 views

Spin glass observables in Monte Carlo simulations

I am currently simulating an Edwards-Anderson spin glass using standard Metropolis Monte Carlo techniques. The spins are placed on a 3D cubic lattice with periodic boundaries and take on Ising values (...
Beaker's user avatar
  • 21
2 votes
1 answer
249 views

Magnetic susceptibility error by binning Monte Carlo

I am studying the 2D Ising model using Monte Carlo simulations and I have learned the binning (or batching) method for the error statistical analysis. Following this discussion https://books.google.it/...
MariNala's user avatar
  • 479
1 vote
0 answers
93 views

Can the specific heat capacity in the Ising Model be negative?

Im working on a numerical method for the Ising model. I'm asked to calculate both the absolute magnetizetion and the specific heat capacity: $$c = \frac{\beta^2}{N} \left( \langle H^2 \rangle - \...
Gonzalo Chiva San Román's user avatar
1 vote
0 answers
51 views

Metropolis Monte-Carlo for magnetic system with $S > 1/2$ or arbitrary set of quantum systems

A well-known example of classical Monte-Carlo method application is Ising model with $S=1/2$. As I understood, people there widely use it for any kind of magnetic materials following the same idea $$ ...
Kirill Vasin's user avatar
1 vote
0 answers
61 views

Difference between two Monte-Carlo methods in Ising model

I was working on a Monte-Carlo simulation of the Ising model. It seems that we have two different way to flip a single spin and I didn't quite understand the difference between them. Say we have $N\...
Judson Shen's user avatar
1 vote
0 answers
163 views

Simulation of Quantum Ising Model

I curious to know if there is a way to do simulation of quantum ising model with transverse field. The method I know is - do classical ising model simulation in d+1 dimension which essentially maps to ...
Kartik Chhajed's user avatar
1 vote
0 answers
28 views

What methods can I use to find the minimum of a tranverse field Ising model?

I am trying to solve for the minimum of the hamiltonian of the form: $$ H = \sum_{i,j} J_{ij}q(i)q(j) + g_i\sum_i x(i) $$ where q(i) is the operator (I + z(i))/2 and z(i) and x(i) are pauli operators ...
rosaniline's user avatar
1 vote
0 answers
2k views

2D Ising model simulations: Wolff algorithm acceptance probability with an external magnetic field

I have implemented the Wolff algorithm to simulate a 2D ferromagnet. It works by building a cluster of like spins and flipping them all at once to move quickly through phase space. In the case of no ...
KBriggs's user avatar
  • 439
0 votes
0 answers
77 views

Question about Monte Carlo Simulation of 2D lattice Ising Model and Classical Heisenberg Model

I'm trying run and experiment with Monte Carlo Simulations of 2D lattice Ising Model and Classical Heisenberg Model. I've made a brief research on both models and I saw that main differences of these ...
M. Çağlar TUFAN's user avatar
0 votes
0 answers
40 views

How do I initialize the lattice/grid in a Potts Model?

I am studying the following: Cellular Potts Model Tutorial However, either this doesn't say anything about the grid/lattice initialization, or I failed to find any indication. How do I initialize ...
user avatar
0 votes
0 answers
181 views

What are the state-of-the-art methods for simulating a time-dependent transverse-field Ising model?

Consider a spin-1/2 Ising model with time-dependent transverse field: $$ H = - \sum_{i<j} J_{i, j} \sigma^z_i \sigma^z_j - \Gamma(t) \sum_i \sigma^x_i$$ Given the initial state $|\psi(0)\rangle$ (...
haoyu's user avatar
  • 43
0 votes
0 answers
336 views

How to calculate the autocorrelation function of magnetic susceptibility for the Ising model?

In the paper Wolff U. 1989. Physics Letters B. 228(3):379–82, the autocorrelation time of susceptibility, $\tau_\chi$ was calculated, but the way to do so was not clearly explained in the paper. To ...
Joshua_whi's user avatar

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