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dc.contributor.authorSoyez, Grégory
dc.contributor.authorSalam, Gavin P.
dc.contributor.authorDreyer, Frederic
dc.date.accessioned2019-01-04T15:30:11Z
dc.date.available2019-01-04T15:30:11Z
dc.date.issued2018-12
dc.date.submitted2018-07
dc.identifier.issn1029-8479
dc.identifier.urihttp://hdl.handle.net/1721.1/119851
dc.description.abstractLund diagrams, a theoretical representation of the phase space within jets, have long been used in discussing parton showers and resummations. We point out that they can be created for individual jets through repeated Cambridge/Aachen declustering, providing a powerful visual representation of the radiation within any given jet. Concentrating here on the primary Lund plane, we outline some of its analytical properties, highlight its scope for constraining Monte Carlo simulations and comment on its relation with existing observables such as the zg variable and the iterated soft-drop multiplicity. We then examine its use for boosted electroweak boson tagging at high momenta. It provides good performance when used as an input to machine learning. Much of this performance can be reproduced also within a transparent log-likelihood method, whose underlying assumption is that different regions of the primary Lund plane are largely decorrelated. This suggests a potential for unique insight and experimental validation of the features being used by machine-learning approaches. Keywords: Jets, QCD Phenomenologyen_US
dc.description.sponsorshipSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (Grant P2SKP2-165039)en_US
dc.description.sponsorshipUnited States. Department of Energy. Office of High Energy and Nuclear Physics (Grant DE-SC-0012567)en_US
dc.publisherSpringer Berlin Heidelbergen_US
dc.relation.isversionofhttps://doi.org/10.1007/JHEP12(2018)064en_US
dc.rightsCreative Commons Attributionen_US
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en_US
dc.sourceSpringer Berlin Heidelbergen_US
dc.titleThe Lund jet planeen_US
dc.typeArticleen_US
dc.identifier.citationDreyer, Frédéric A., et al. “The Lund Jet Plane.” Journal of High Energy Physics, vol. 2018, no. 12, Dec. 2018. © 2018 The Authorsen_US
dc.contributor.departmentMassachusetts Institute of Technology. Department of Physicsen_US
dc.contributor.mitauthorDreyer, Frederic
dc.relation.journalJournal of High Energy Physicsen_US
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dc.date.updated2018-12-16T04:14:13Z
dc.language.rfc3066en
dc.rights.holderThe Author(s)
dspace.orderedauthorsDreyer, Frédéric A.; Salam, Gavin P.; Soyez, Grégoryen_US
dspace.embargo.termsNen_US
mit.licensePUBLISHER_CCen_US


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