Computer project of Random Simulation method, MCMC simulation of Potts model
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Updated
Nov 28, 2023 - Jupyter Notebook
Computer project of Random Simulation method, MCMC simulation of Potts model
Joint smoothing and partitioning of one-dimensional signals and time series with higher order Mumford-Shah models
Running SPPARKS (Stochastic Parallel Particle Kinetic Simulator) on HPC system
Code for Monte-Carlo simulation of q-state potts model.
Simulation of space-embedded molecular aggregates using Potts model
Modelling of recrystallization of single phase material
2D potts model implementation (equals a 2D ising model when spins are limited to 2 states)
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.
Simulation of Potts Model through web app
A demo to simulate 2D spin lattices with different shapes, boundary conditions, models and algorithms
course project of Probability and Stochastic Processes (2) of EE, Tsinghua University.
Simulation of the Potts model for a university course in Monte Carlo simulations
Exploration of phase transition in classical 2D, q={2,3,4,5,6} Potts model with Machine Learning
Task Assignment with Potts Model
Minimum Probability Flow-Boltzmann Machine Learning (MPF-BML) standalone GUI-based application for the inference of maximum entropy distribution parameters
Wolff algorithm for the q Potts model.
This repository is for regenerating the results in the paper.
Image denoising using Markov random fields.
PXO (Poly-XTAL Operations). Generate, analyze and export complex 2D space partitions like metallic grain structures
Unsupervised multilabel image segmentation (color/gray/multichannel) based on the Potts model (aka piecewise constant Mumford-Shah model)
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