Contenu du cours de simulation et méthodes numériques (PHQ-404)
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Updated
Jun 4, 2024 - Python
Contenu du cours de simulation et méthodes numériques (PHQ-404)
Generate 1- and 2-electron integrals so that molecular quantum chemistry software can be used for model Hamiltonians.
Random Walk, Percolation, Ising Model, ..
Markov chain Monte Carlo solver for lattice spin systems implemented in Julialang
2d Ising Model Montecarlo Simulation using Metropolis Algorithm
The ising model in 1d, 2d and 3d is implemented to obtain physical quantities such as magnetization, specific heat, energy and magnetic susceptibility over a range of temperatures. Aditionally, a neural network for the 2d model is created with the objective of identifying wether a system is above or under the critical temperature.
Statistical Mechanics on Lattices
This repo implements the Metropolis–Hastings algorithm (MCMC method) and the Swendsen–Wang cluster algorithm for the Ising model
Fast Monte Carlo simulation of the Ising model written in Python
Open source MaxCut solver
Using Monte-Carlo simulated datasets, a completely transparent Boltzmann Machine trained on 1-D Ising chain data is implemented to predict model couplers in the absence of past coupler values. Methods from machine learning applied to theoretical physics are on display in this work.
Numerical simulation of Ising spins under thermal fluctuations using both Monte-Carlo methods and Genetic Algorithms.
A 2D Ising Model simulation using Wolff/Metropolis algorithms in C.
Real-time interactive Ising model simulation running in the terminal, written in Rust.
The Monte Carlo simulation for Ising model.
Ising model with super long-range interactions. Includes code for Monte Carlo simulations and an analytical exploration of the model.
A highly modular simulation framework of Monte-Carlo methods, based on the Ising Model in a 2D spin lattice. Producing results for the macroscopic properties of the system via simulation and bootstrapping. A few commonly used algorithms are built-in. Model generalizations and additional algorithms can be implemented.
This repository contains implementation of beginner to intermediate concepts in computational physics
This program takes the pixels of one image and rearranges them to look like another image.
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