000490735 001__ 490735
000490735 005__ 20221221211428.0
000490735 037__ $$aPUBDB-2022-07965
000490735 041__ $$aEnglish
000490735 1001_ $$0P:(DE-H253)PIP1097620$$aBlekman, Freya$$b0
000490735 1112_ $$aFuture Circular Collider week 2022$$cParis$$d2022-05-30 - 2022-06-03$$gFCC week 2022$$wFrance
000490735 245__ $$aStrange jet tagging at the FCC-ee using a transformer NN architecture and K short reconstruction
000490735 260__ $$c2022
000490735 3367_ $$033$$2EndNote$$aConference Paper
000490735 3367_ $$2BibTeX$$aINPROCEEDINGS
000490735 3367_ $$2DRIVER$$aconferenceObject
000490735 3367_ $$2ORCID$$aCONFERENCE_POSTER
000490735 3367_ $$2DataCite$$aOutput Types/Conference Poster
000490735 3367_ $$0PUB:(DE-HGF)24$$2PUB:(DE-HGF)$$aPoster$$bposter$$mposter$$s1671632171_13990
000490735 520__ $$aThe successful identification of strange quark jets at the FCC-ee would enable the study of a multitude of largely unexplored processes, including the first ever study of Z->ss production, rare Higgs boson decays and the strange Yukawa coupling, CKM matrix elements via W decays, and BSM physics scenarios such as FCNCs. Due to the challenging nature of distinguishing these medium-mass quarks, strange tagging is a topic that has up to now received considerably less attention than its heavy flavour counterparts, or indeed gluon tagging. A multiclassifier neural network using a transformer-based architecture is coupled with secondary vertexing and a novel implementation of K short reconstruction at the FCC-ee to discriminate strange quark initiated jets. This poster presents a state-of-the-art strange quark tagger at the FCC-ee, with a focus on light quark discrimination at the Z pole.
000490735 536__ $$0G:(DE-HGF)POF4-611$$a611 - Fundamental Particles and Forces (POF4-611)$$cPOF4-611$$fPOF IV$$x0
000490735 693__ $$0EXP:(DE-MLZ)NOSPEC-20140101$$5EXP:(DE-MLZ)NOSPEC-20140101$$eNo specific instrument$$x0
000490735 7001_ $$0P:(DE-HGF)0$$aGautam, Kunal$$b1
000490735 7001_ $$0P:(DE-HGF)0$$aCanelli, Florencia$$b2
000490735 7001_ $$0P:(DE-HGF)0$$aIlg, Armin$$b3
000490735 7001_ $$0P:(DE-HGF)0$$aPlörer, Eduardo$$b4$$eCorresponding author
000490735 7001_ $$0P:(DE-HGF)0$$aMoor, Alexandre de$$b5
000490735 7870_ $$0PUBDB-2022-07963$$aBlekman, Freya et.al.$$d2022$$iIsMemberOf$$r$$tIncorporation of LCFIPlus vertexing module in FCCAnalyses
000490735 8564_ $$uhttps://indico.cern.ch/event/1064327/contributions/4884213/
000490735 8564_ $$uhttps://bib-pubdb1.desy.de/record/490735/files/eploerer_FCCWeek_Poster.pdf$$yRestricted
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000490735 9101_ $$0I:(DE-588b)2008985-5$$6P:(DE-H253)PIP1097620$$aDeutsches Elektronen-Synchrotron$$b0$$kDESY
000490735 9101_ $$0I:(DE-HGF)0$$6P:(DE-H253)PIP1097620$$aExternal Institute$$b0$$kExtern
000490735 9131_ $$0G:(DE-HGF)POF4-611$$1G:(DE-HGF)POF4-610$$2G:(DE-HGF)POF4-600$$3G:(DE-HGF)POF4$$4G:(DE-HGF)POF$$aDE-HGF$$bForschungsbereich Materie$$lMatter and the Universe$$vFundamental Particles and Forces$$x0
000490735 9141_ $$y2022
000490735 9201_ $$0I:(DE-H253)CMS-20120731$$kCMS$$lLHC/CMS Experiment$$x0
000490735 980__ $$aposter
000490735 980__ $$aVDB
000490735 980__ $$aI:(DE-H253)CMS-20120731
000490735 980__ $$aUNRESTRICTED