Please use this identifier to cite or link to this item: http://bura.brunel.ac.uk/handle/2438/13817
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dc.contributor.authorColecchia, F-
dc.contributor.authorkhan, A-
dc.date.accessioned2017-01-09T16:28:12Z-
dc.date.available2017-01-09T16:28:12Z-
dc.date.issued2017-
dc.identifier.citationAdvances in High Energy Physics, Volume 2017, Article ID 8018470, 8 pagesen_US
dc.identifier.issn1687-7357-
dc.identifier.urihttps://bura.brunel.ac.uk/handle/2438/13817-
dc.description.abstractCopyright © 2017 Federico Colecchia and Akram Khan. The rejection of the contamination, or background, from low-energy strong interactions at hadron collider experiments is a topic that has received significant attention in the field of particle physics. This article builds on a particle-level view of collision events, in line with recently-proposed subtraction methods. While conventional techniques in the field usually concentrate on probability distributions, our study is, to our knowledge, the first attempt at estimating the frequency distribution of background particles across the kinematic space inside individual collision events. In fact, while the probability distribution can generally be estimated given a model of low-energy strong interactions, the corresponding frequency distribution inside a single event typically deviates from the average and cannot be predicted a priori. We present preliminary results in this direction, and establish a connection between our technique and the particle weighting methods that have been the subject of recent investigation at the Large Hadron Collider.en_US
dc.language.isoenen_US
dc.publisherHindawi Publishing Corporationen_US
dc.subject29.85.Fjen_US
dc.subjecthigh energy physicsen_US
dc.subjectparticle physicsen_US
dc.subjectLarge hadron collideren_US
dc.subjectLHCen_US
dc.subjectsoft QCDen_US
dc.subjectpile-upen_US
dc.subjectmixture modelsen_US
dc.subjectGibbs sampleren_US
dc.subjectMarkov chain Monte Carloen_US
dc.subjectexpectation maximisationen_US
dc.titleOn the frequency distribution of neutral particles from low-energy strong interactionsen_US
dc.typeArticleen_US
dc.contributor.sponsorThe publication of this article was funded by SCOAP3.-
dc.identifier.doihttps://doi.org/10.1155/2017/8018470-
dc.relation.isPartOfAdvances in High Energy Physics-
pubs.publication-statusPublished-
Appears in Collections:Dept of Mathematics Research Papers

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