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(MC)**3 -- a Multi-Channel Markov Chain Monte Carlo algorithm for phase-space sampling

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arxiv 1404.4328 v3 pith:S3MODB45 submitted 2014-04-16 hep-ph physics.data-an

Kevin Kroeninger , Steffen Schumann , Benjamin Willenberg This is my paper · ORCID
classification hep-phphysics.data-an
keywords carlomontephase-spacesamplingalgorithmchainmarkovmulti-channel
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A new Monte Carlo algorithm for phase-space sampling, named (MC)**3, is presented. It is based on Markov Chain Monte Carlo techniques but at the same time incorporates prior knowledge about the target distribution in the form of suitable phase-space mappings from a corresponding Multi-Channel importance sampling Monte Carlo. The combined approach inherits the benefits of both techniques while typical drawbacks of either solution get ameliorated.

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Cited by 1 Pith paper

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  1. Phase space sampling with Markov Chain Monte Carlo methods

    hep-ph 2024-12 conditional novelty 5.0 of 10

    MCMC via BAT.jl reproduces Sherpa's Z+3 jets distributions for two observables, but full 13-dimensional phase space validation is missing.

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