A Framework for Metropolis Monte Carlo Simulation of Molecular Systems

A python based, MPI enabled, Monte-Carlo calculation of 2D system using Metropolis algorithm.

A program implementing Metropolis Monte Carlo for the 2D square-lattice Ising model and the spin block renormalization

Simulation of XYmodel and ISING model of graphene-like lattice with Metropolis Monte Carlo

Simulation code for a 2D Ising ferromagnet with periodic boundary conditions using the Wolff algorithm

These are Stochastic Optimization Codes by using various Techniques to optimize the function/Feature Selection

Simulation of XY model (Kosterlitz–Thouless transition) in Cython

Bayesian thinking and Information Theory

Numerical Simulation Laboratory at Unimi in 2020-2021 (D.E. Galli). Advanced Monte Carlo methods: Markov chains, Metropolis algorithm. Numerical simulations in statistical mechanics. Stochastic calculus and stochastic differential equation. Computational intelligence, stochastic optimization. Parallel computing and parallel programming. Machine …

Statistical models and proofs done for my Bayesian Statistics and Markov Chain/Monte Carlo class at Yale. Original problem statements and prompts available upon request!

This is an old version of the project. Find the new (and final) version under my github repositories

C++ implementation of the 1D and 2D (square lattice) Ising model

Scripts for 2D multimodal image registration

Python code to carry out Monte carlo simulation of 108 Ar atoms in an NVE ensemble.

Lennard Jones system optimization using the Metropolis Hastings and Simulated Annealing algorithms.

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

Project developed for the Numeric Simulation Laboratory A.A. 2023-2024, held by professor Davide Emilio Galli at the University of Milan, Physics Department.

3 states magnetic model

Project written in Python that simulates the Ising model for arbitrary size of lattice and shows the final spin arrangement and graph the Magnetization, Energy, Heat Capacity and Magnetic Susceptibility vs. Temperature.