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monte-carlo-methods

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OrHostezky / monte-carlo-methods-in-2D-spin-lattice

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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.

ising-model monte-carlo-methods potts-model spin-lattice metropolis-algorithm cluster-algorithm wolff-algorithm heat-bath-algorithm
  • Updated Mar 1, 2024
  • MATLAB

hammouc / Multilevel-Monte-Carlo-with-Importance-Sampling-for-SRNs

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This repository includes Matlab codes/routines that were used in our manuscript entitled "Importance sampling for a robust and efficient multilevel Monte Carlo estimator for stochastic reaction networks" that can be found in this preprint: https://arxiv.org/abs/1911.06286

matlab biological-simulations stochastic-process multilevel-models numerical-simulations stochastic-simulation-algorithm numerical-analysis monte-carlo-methods biological-networks multilevel importance-sampling multilevel-monte-carlo stochastic-reaction-networks stochastic-biological-systems
  • Updated Jan 17, 2023
  • MATLAB

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