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

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

Monte Carlo simulation of Lennard-Jones particles

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.

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

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

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

Mini-course for Elizabeth Liu

Final project for the course Computational Physics.

Metropolis Monte Carlo of charged monomers and polymers on a 2D grid (TMA4320, NTNU)

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

Physics 77 Capstone Porject

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

minimal ring model with algebraic frustration floor

2D and 3D Ising Model Monte Carlo Metropolis simulations of magnetic phase transitions.

University computational physics projects (2020-2022): Monte Carlo simulations of the Ising model, random walks and SIR epidemics on networks in Python; numerical methods, data analysis with ROOT and structured programming in C++.