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Resampling algorithms for high energy physics simulations

Authors :
Jimmy Olsson
Simon Plätzer
Malin Sjödahl
Source :
European Physical Journal C: Particles and Fields, Vol 80, Iss 10, Pp 1-9 (2020)
Publication Year :
2020
Publisher :
SpringerOpen, 2020.

Abstract

Abstract 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.

Details

Language :
English
ISSN :
14346044 and 14346052
Volume :
80
Issue :
10
Database :
Directory of Open Access Journals
Journal :
European Physical Journal C: Particles and Fields
Publication Type :
Academic Journal
Accession number :
edsdoj.0675ae4762c440682f2fbc924f58fd3
Document Type :
article
Full Text :
https://doi.org/10.1140/epjc/s10052-020-08500-y