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Systematic event generator tuning for the LHC

Andy Buckley, Hendrik Hoeth, Heiko Lacker, Holger Schulz, Jan Eike von Seggern

    Research output: Contribution to journalArticlepeer-review

    Abstract

    Abstract in Undetermined
    In this article we describe Professor, a new program for tuning model parameters of Monte Carlo event generators to experimental data by parameterising the per-bin generator response to parameter variations and numerically optimising the parameterised behaviour. Simulated experimental analysis data is obtained using the Rivet analysis toolkit. This paper presents the Professor procedure and implementation, illustrated with the application of the method to tunes of the Pythia 6 event generator to data from the LEP/SLD and Tevatron experiments. These tunes are substantial improvements on existing standard choices, and are recommended as base tunes for LHC experiments, to be themselves systematically improved upon when early LHC data is available.
    Original languageEnglish
    Pages (from-to)331-357
    JournalEuropean Physical Journal C. Particles and Fields
    Volume65
    Issue number1-2
    DOIs
    Publication statusPublished - 2010

    Subject classification (UKÄ)

    • Subatomic Physics

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