A python based, MPI enabled, Monte-Carlo calculation of 2D system using Metropolis algorithm.
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Dec 26, 2021 - Python
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metropolis-monte-carlo
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Simulation code for a 2D Ising ferromagnet with periodic boundary conditions using the Wolff algorithm
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Aug 26, 2019 - Python
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
Python code to carry out Monte carlo simulation of 108 Ar atoms in an NVE ensemble.
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Jun 8, 2020 - Python
Solve traveling salesman problem using simulated annealing
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Jun 11, 2023 - 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
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
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
Metropolis Monte Carlo sampling for the Laughlin wave function with quasiholes
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Jun 21, 2021 - Python
montecarlo methods
monte-carlo
metropolis-monte-carlo
hypercube
hypersphere
montecarlo-simulation
dimensionality
montecarlo-methods
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Dec 12, 2022 - Python
Solving Sudoku grids using Optimization Algorithms
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May 2, 2020 - Python
metropolis markov chain monte carlo algorithm
algorithm
monte-carlo
markov-chain
metropolis-monte-carlo
mcmc
metropolis-hastings
metropolis-hastings-algorithm
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Apr 15, 2021 - Python
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