000490732 001__ 490732 000490732 005__ 20221221211428.0 000490732 037__ $$aPUBDB-2022-07962 000490732 041__ $$aEnglish 000490732 1001_ $$0P:(DE-H253)PIP1097620$$aBlekman, Freya$$b0$$udesy 000490732 1112_ $$aFuture Circular Collider week 2022$$cParis$$d2022-05-30 - 2022-06-03$$gFCC week 2022$$wFrance 000490732 245__ $$aJet-Flavour Tagging at Future $e^+e^-$ Colliders 000490732 260__ $$c2022 000490732 3367_ $$033$$2EndNote$$aConference Paper 000490732 3367_ $$2DataCite$$aOther 000490732 3367_ $$2BibTeX$$aINPROCEEDINGS 000490732 3367_ $$2DRIVER$$aconferenceObject 000490732 3367_ $$2ORCID$$aLECTURE_SPEECH 000490732 3367_ $$0PUB:(DE-HGF)6$$2PUB:(DE-HGF)$$aConference Presentation$$bconf$$mconf$$s1671632024_13987 000490732 520__ $$aOne of the main objectives of FCCee is the precise measurements of Standard Model parameters, like the couplings of the Higgs boson to the bottom and charm quarks and gluons. This requires an efficient reconstruction and identification of the hadronic final states of these processes, which entails identifying the flavour of the parton that initiated the jet, referred to as jet-flavour tagging. Efficient and accurate jet-flavour identification is also necessary to assess the feasibility of measurements such as $Z→s\bar{s}$ or $H→s\bar{s}$ and therefore is essential to utilise the maximal physics potential of future collider experiments.This talk presents the ongoing efforts on jet-flavour tagging at FCCee and other future colliders. It discusses a few tagging algorithms based on different neural network architectures. 000490732 536__ $$0G:(DE-HGF)POF4-611$$a611 - Fundamental Particles and Forces (POF4-611)$$cPOF4-611$$fPOF IV$$x0 000490732 693__ $$0EXP:(DE-MLZ)NOSPEC-20140101$$5EXP:(DE-MLZ)NOSPEC-20140101$$eNo specific instrument$$x0 000490732 7001_ $$0P:(DE-HGF)0$$aGautam, Kunal$$b1$$eCorresponding author 000490732 7001_ $$0P:(DE-H253)PIP1094982$$aBasso, Matthew Joseph$$b2 000490732 7001_ $$0P:(DE-HGF)0$$aBadeschi$$b3 000490732 7001_ $$0P:(DE-H253)PIP1094998$$aCairo, Maria Martina Valentina$$b4 000490732 7001_ $$0P:(DE-HGF)0$$aCanelli$$b5 000490732 7001_ $$0P:(DE-HGF)0$$aDe Moor, Alexander$$b6 000490732 7001_ $$0P:(DE-H253)PIP1025156$$aMacchiolo, Anna$$b7 000490732 7001_ $$0P:(DE-HGF)0$$aGouskos, $$b8 000490732 7001_ $$0P:(DE-HGF)0$$aIlg, A.$$b9 000490732 7001_ $$0P:(DE-HGF)0$$aPlörer, E.$$b10 000490732 7001_ $$0P:(DE-HGF)0$$aSelvaggi, M.$$b11 000490732 7870_ $$0PUBDB-2022-07959$$aLohmann, Wolfgang et.al.$$d2022$$iIsMemberOf$$r$$tR&D for lumionometers at e+e- colliders 000490732 8564_ $$uhttps://indico.cern.ch/event/1064327/contributions/4893177/ 000490732 8564_ $$uhttps://bib-pubdb1.desy.de/record/490732/files/Jet-Flavour_Tagging_at_FCCee_KG.pdf$$yRestricted 000490732 8564_ $$uhttps://bib-pubdb1.desy.de/record/490732/files/Jet-Flavour_Tagging_at_FCCee_KG.pdf?subformat=pdfa$$xpdfa$$yRestricted 000490732 909CO $$ooai:bib-pubdb1.desy.de:490732$$pVDB 000490732 9101_ $$0I:(DE-588b)2008985-5$$6P:(DE-H253)PIP1097620$$aDeutsches Elektronen-Synchrotron$$b0$$kDESY 000490732 9101_ $$0I:(DE-HGF)0$$6P:(DE-H253)PIP1097620$$aExternal Institute$$b0$$kExtern 000490732 9101_ $$0I:(DE-HGF)0$$6P:(DE-H253)PIP1094982$$aExternal Institute$$b2$$kExtern 000490732 9101_ $$0I:(DE-HGF)0$$6P:(DE-H253)PIP1094998$$aExternal Institute$$b4$$kExtern 000490732 9101_ $$0I:(DE-HGF)0$$6P:(DE-H253)PIP1025156$$aExternal Institute$$b7$$kExtern 000490732 9131_ $$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$$x0 000490732 9141_ $$y2022 000490732 9201_ $$0I:(DE-H253)CMS-20120731$$kCMS$$lLHC/CMS Experiment$$x0 000490732 980__ $$aconf 000490732 980__ $$aVDB 000490732 980__ $$aI:(DE-H253)CMS-20120731 000490732 980__ $$aUNRESTRICTED