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Resampling Algorithms for High Energy Physics Simulations

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arxiv 1912.02436 v1 pith:IF3POQOR submitted 2019-12-05 hep-ph physics.comp-ph

classification hep-phphysics.comp-ph
keywords algorithmspartonresamplingstatisticalcontextconvergencedemonstrateenergy
verification ladder T0 review T1 audit T2 compute T3 formal
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We demonstrate that the method of interleaved resampling in the context of parton showers can tremendously improve the statistical convergence of weighted parton shower evolution algorithms. We illustrate this by several examples showing significant statistical improvement.

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