Unsupervised multilabel image segmentation (color/gray/multichannel) based on the Potts model (aka piecewise constant Mumford-Shah model)

Simulation of the Potts model for a university course in Monte Carlo simulations

PXO (Poly-XTAL Operations). Generate, analyze and export complex 2D space partitions like metallic grain structures

Image denoising using Markov random fields.

Minimum Probability Flow-Boltzmann Machine Learning (MPF-BML) standalone GUI-based application for the inference of maximum entropy distribution parameters

Exploration of phase transition in classical 2D, q={2,3,4,5,6} Potts model with Machine Learning

Task Assignment with Potts Model

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.

Running SPPARKS (Stochastic Parallel Particle Kinetic Simulator) on HPC system

Joint smoothing and partitioning of one-dimensional signals and time series with higher order Mumford-Shah models

This repository is for regenerating the results in the paper.

2D potts model implementation (equals a 2D ising model when spins are limited to 2 states)

Modelling of recrystallization of single phase material

Wolff algorithm for the q Potts model.

Simulation of space-embedded molecular aggregates using Potts model

Fast and minimal plmDCA in JAX.

Computer project of Random Simulation method, MCMC simulation of Potts model

Code for Monte-Carlo simulation of q-state potts model.