Code for getting stable/equilibrium configuration of interacting Wigner Molecules starting from random initial configuration. This code will calculate the positional and orientational correlation between the interacting particles, along with Lindemann ratio and nearest neighbors to estimate the different topological defects like dislocation and …

Phase transitions in forest fires

争当少数者博弈模型的一个精炼实现

This repository contains datasets and codes to solve superconductivity problem in a two-dimensional moat-shaped Rashba spin-orbit spectrum.

This project from the series of "Statistical and Computational Methods in Physics" is a Monte-Carlo simulation for a two-dimensional Ising model.

various codes related to compressed sensing that have been used in my publications

Using Metropolis Hasting algorithm to simulate a 2D Ising model in a square lattice

Machine Learning Phase Transitions

💻 Phase Transition for Random Graphs (A-FIB)

Probing hidden spin order with interpretable machine learning (mirrored from GitLab)

Machine learning and the Ising model phase transition.

Binary 2D alloy phase transition simulation with Monte Carlo method and Ising model

Probabilistic PCA for missing data: learning curves shows a phase transition and missing rate acts as an effective reduction in the signal-to-noise ratio, not the sample size.

Various studies show that criticality is an attractor in biological evolution. Which conditions have to be fulfilled, such that criticality acts as an attractor in our neuroevolution simulation? -- Masters Thesis Project ---

Which dynamical regime is beneficial for biological systems in the context of the criticality hypothesis? Agent-based evolutionary foraging game with experiments to evaluate generalizability, ability to perform complex tasks and evolvability of agents with respect to their dynamical regime. Paper: https://arxiv.org/abs/2103.12184

Implementation of the one dimensional Contact Process (SIS model) and two dimensional SIR model in order to find critical exponents of Percolation

Paper: https://doi.org/10.1162/isal_a_00412 Which dynamical regime is beneficial for biological systems? Agent-based evolutionary foraging game with experiments to evaluate generalizability, ability to perform complex tasks and evolvability.

Physics Masters Project modelling the phase behaviour of DNA nanoparticles using LAMMPS

热力学与统计力学II课程课题

Monte Carlo simulation of 2D Ising Model. Final project of the LoCP-A course during 2020/2021 at Unipd