metropolis-algorithm

Repository for the Software and Computing for Applied Physics Project

Implementation of a modified version of Veach and Guibas' original 1997 Metropolis Light Transport algorithm.

Worm, cluster, heatbath and Metropolis algorithm for the 2D Ising Model, 3D XY model and 2D XY model. C++ implementations. The codes compute the energy, specific heat, magnetic susceptibility, vortex density, etc. Descriptions to use the codes included.

Accelerating Monte Carlo simulations of 2D Ising Model using Nvidia GPU

Esercizi da consegnare per il corso di Simulazione Numerica - prof. Davide Emilio Galli

Monte Carlo simulation of Lennard-Jones particles

Protein–ligand interaction prediction using Metropolis simulations and machine learning models across molecular datasets

Solved the 1-D Ising Model numerically using the Metropolis algorithm to study ferromagnetism

Python implementations of Monte Carlo methods in Physics: From the Ising Model to Diffusion QMC and Stochastic Series Expansion (SSE).

Program simulating the Lennard-Jones liquid (the interaction between neigbouring particles is approximated by the Lennard-Jones potential) with various densities.

Computational Physics repository in Fortran 90. Implementation of ODE/PDE algorithms: Runge-Kutta 4, Verlet, and Monte Carlo methods. Applications in astrophysics, statistical, and quantum mechanics. Includes scientific reports in LaTeX, Gnuplot scripts, and numerical error analysis for every dynamical module.

Collections of codes used for verify application of the Ising Model in a complex network environment

Archived C++ experiments on the 2D Ising model and Hopfield-style associative memory using Metropolis Monte Carlo.

Final project for the course Computational Physics.

Physics 77 Capstone Porject

minimal ring model with algebraic frustration floor

Statistical 2D modeling by the Monte Carlo method allows studying equilibrium states of systems.

Mini-course for Elizabeth Liu

Fortran program to simulate the extraordinary refractive index in a Liquid crystal under static and dynamic electric field

Program written in fortran to simulate 2D Ising model on a square lattice - with phase transitions