M

Monte Carlo

Open-core P3M platform for waterfall, agile, and hybrid teams. CPM + Monte Carlo scheduling. Agile boards, sprint lifecycle, and velocity-to-forecast bridge. One data model. Apache 2.0.

MPI-parallelized Monte Carlo simulation for portfolio risk assessment, using LSTM price predictions to drive stochastic forecasts.

A Pythonic approach to cluster expansions

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

Supervision Exercise for the Part II C8 course Chemical Dynamics Simulation 2025/2026 at the University of Cambridge

Probabilistic numerical integration framework: Bayesian Quadrature with Gaussian Process priors, classical quadrature rules, Monte Carlo methods, active sampling, and uncertainty quantification.

AZ-Lite is a compact, AlphaZero-inspired chess engine written in Python. It combines Monte Carlo Tree Search (MCTS) with a lightweight policy-and-value neural network, learning entirely through some self-play.

A Fortran program that performs a Monte Carlo simulation to study the interaction and equilibrium behavior of two water molecules using atomistic potentials and periodic boundary conditions.

A Fortran program that estimates Pi using three different Monte Carlo methods: geometric, hit-and-miss and sample mean.

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

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.