A Framework for Metropolis Monte Carlo Simulation of Molecular Systems
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Nov 4, 2024 - C++
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metropolis-monte-carlo
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A python based, MPI enabled, Monte-Carlo calculation of 2D system using Metropolis algorithm.
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Dec 26, 2021 - Python
A program implementing Metropolis Monte Carlo for the 2D square-lattice Ising model and the spin block renormalization
physics metropolis-monte-carlo computational-physics ising-model spin mfc ising-model-2d phase-transition
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Feb 11, 2024 - C++
These are Stochastic Optimization Codes by using various Techniques to optimize the function/Feature Selection
optimization monte-carlo genetic-algorithm metropolis-monte-carlo ant-colony-optimization random-search genetic-optimization-algorithm simulated-annealing-algorithm
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Jun 2, 2020 - Python
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 …
machine-learning parallel-computing markov-chain molecular-dynamics metropolis-monte-carlo neural-networks genetic-algorithms stochastic-differential-equations gibbs-sampling computational-intelligence tsp-problem monte-carlo-methods importance-sampling stochastic-optimization ising-model-1d
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Sep 5, 2021 - Jupyter Notebook
Simulation of XYmodel and ISING model of graphene-like lattice with Metropolis Monte Carlo
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Jun 19, 2017 - C++
Monte is a set of Monte Carlo methods in Python. The package is written to be flexible, clear to understand and encompass variety of Monte Carlo methods.
engineering finance bioinformatics integration chemistry physics monte-carlo mathematics artificial-intelligence metropolis-monte-carlo bayesian-inference quantitative-finance mcmc rejection-sampling hamiltonian-monte-carlo markov-chain-monte-carlo gibbs-sampling metropolis-hastings importance-sampling statistical-computing
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Sep 23, 2024 - Python
Python implementation (from scratch) of some MCMC samplers that can leverage pyTorch's autodifferentiation (with examples).
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Oct 18, 2020 - Python
Metropolis Monte Carlo sampling for the Laughlin wave function with quasiholes
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Jun 21, 2021 - Python
Simulation of XY model (Kosterlitz–Thouless transition) in Cython
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Dec 9, 2022 - Jupyter Notebook
Buddhabrot renderer in C# with help of OpenCL and Metropolis-Hastings kernel.
newton julia opencl metropolis-monte-carlo procedural mandelbrot buddhabrot metropolis-hastings-kernel fractals
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Mar 24, 2017 - C#
1DPIMC: Path Integral Quantum Monte-Carlo simulation of one-dimensional many body particle system.
physics monte-carlo particles metropolis-monte-carlo monte-carlo-simulation physics-simulation particle-physics condensed-matter statistical-physics path-integral-monte-carlo
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Jan 31, 2018 - C++
Scripts for 2D multimodal image registration
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Jan 20, 2017 - MATLAB
Esercizi da consegnare per il corso di Simulazione Numerica - prof. Davide Emilio Galli
python deep-learning cpp simulation genetic-algorithm machine-learning-algorithms parallel-computing markov-chain metropolis-monte-carlo thermodynamics molecular-dynamics-simulation monte-carlo-simulation option-pricing simulated-annealing ising-model keras-tensorflow monte-carlo-methods thermodynamic-simulation metropolis-algorithm pseudo-random-number-generation
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Jul 10, 2022 - Jupyter Notebook
Diffusion Quantum Monte Carlo With Gaussian Guiding Wave Functions
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Dec 30, 2021 - Fortran
This repo consists of Monte Carlo C++ codes used to run coarse-grained simulations for biopolymers like DNA.
statistics parallel-computing metropolis-monte-carlo statistical-analysis probability-distribution bash-script coarse-grained cluster-computing montecarlo actin
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Oct 23, 2022 - C++
A performant implementation of the ising-2D model with headless and OpenCV live view versions
simulation parallel-computing metropolis-monte-carlo monte-carlo-simulation ising-model ising-model-2d
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Aug 30, 2021 - C++
Monte Carlo simulations of 2D XY model on GPGPU with CUDA
cuda metropolis-monte-carlo monte-carlo-simulation cuda-fortran xy-model kosterlitz-thouless-transition
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Aug 20, 2019 - Cuda
Slithering snake code from summer 2005 - http://pubs.acs.org/doi/abs/10.1021/nl0608386
polymer transport kinetic-monte-carlo slithering-snakes metropolis-monte-carlo morphologies percolation-threshold polymer-chains
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Dec 9, 2013 - C
A demo to simulate 2D spin lattices with different shapes, boundary conditions, models and algorithms
metropolis-monte-carlo potts-model ising-model-2d xy-model kosterlitz-thouless-transition phase-transitions lattice-models spin-models wolff-algorithm ferromagnetism triangular-gr
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Aug 30, 2023 - Python
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