Monte Carlo

A Pythonic approach to cluster expansions

Monte Carlo sampler for geophysical problems et alia

The code simulates a ferromagnetic system based on the Ising model, which is a classic model in statistical physics. It uses the Metropolis algorithm for Monte Carlo simulations of how the system evolves over time at a specific temperature.

Implementation of the Field(s)supported MultiPhase kinetic Monte Carlo (FsMP/kMC) method [https://doi.org/10.1021/acs.jpcc.1c09086, https://doi.org/10.1039/D2CP03380A, https://doi.org/10.1039/D3CP03955B].

A computational physics coursework repository of:

Non-linear ODE solvers, Lattice Boltzmann Method (LBM), Direct Simulation Monte Carlo (DSMC), Molecular Dynamics (MD)

Tools to explore the Potential Energy Surface (PES) for atomic and molecular systems and generate candidate structures for the local and global minima.

Possible future directions for HepMC3

Standalone aMC development repository, submodule'd to MESSy & caaba-mecca repositories (mirror)

Monte-Carlo methods for physics simulation

Bidirectional path tracer in Rust

A monte carlo based solver for Worldle.

FE and FET Library Contains the FE and FET library for general use across a spectrum of applications and industries.

Supported by the ExaScale Computing Project under sub-contract 17-SC-2-SC.

AI playing awale using monte carlo

SampleSpace is a cross-platform library for describing and sampling from random distributions.

Implementation of a classical Heisenberg model for arbitrary crystal structures using Metropolis MC. With isotropic exchange, single ion anisotropy (SIA) , Zeeman interaction, and two site anisotropy as energy terms.

A Monte Carlo simulation of the Monty Hall problem

Monte Carlo simulation of electron avalanches in Argon gas

Modeling diffusion of interacting particles. Model based on the Mean-field theory approach introduced in https://doi.org/10.1103/PhysRevE.92.062118 Application to metal alloys: https://arxiv.org/abs/1904.05799