Thermodynamic properties of Ising models: up to 3-dimensions and with lattice vacancies
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Updated
Aug 10, 2018 - C++
Thermodynamic properties of Ising models: up to 3-dimensions and with lattice vacancies
Computer simulation of the Ising model.
A project containing simulations of Ising Chains known from theoretical physics.
Interactive real-time simulation of the 2D Ising model with OpenGl
C++ implementation of the 1D and 2D (square lattice) Ising model
Simulations of an Ising model for classical spins, a 3D hard-sphere gas in a box and a 1D random walk. These projects were part of the thermodynamics and statistical physics modules of a BSc in Physics.
Simple C++ implementation of the 2D Ising-Lenz model, based on the Metropolis algorithm.
Using Monte-Carlo simulated datasets, a completely transparent Boltzmann Machine trained on 1-D Ising chain data is implemented to predict model couplers in the absence of past coupler values. Methods from machine learning applied to theoretical physics are on display in this work.
Code developed for the tasks associated with Neural and Complex Networks subject at UNED
This repository contains implementation of beginner to intermediate concepts in computational physics
A highly modular simulation framework of Monte-Carlo methods, based on the Ising Model in a 2D spin lattice. Producing results for the macroscopic properties of the system via simulation and bootstrapping. A few commonly used algorithms are built-in. Model generalizations and additional algorithms can be implemented.
2D ising model implementation
Implementation of Flat Scan Sampling and Wang-Landau algorithm for simulating the spinS Ising Model. Results for the paper https://arxiv.org/abs/2203.02718.
Ising model 2D javascript simulation
n-dimensional cluster Monte Carlo Ising model simulations
An illustration and simulation of simulated annealing with d3.js
Project to use Convolutional Neural Networks to classify Ising spin states. Coursework for Neural Networks course. (Computer Science MSc level, Leiden University)
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