How to improve top-quark tagging

In time for the first tests on LHC data we introduce a set of improvements and tests of purely kinematic top tagging algorithms. First, we show how different jet algorithms can be used for different transverse momentum regimes. Combining pruning and filtering in the reconstruction can enhance the si...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Plehn, Tilman (VerfasserIn) , Spannowsky, Michael (VerfasserIn) , Takeuchi, Michihisa (VerfasserIn)
Dokumenttyp: Article (Journal)
Sprache:Englisch
Veröffentlicht: 1 February 2012
In: Physical review. D, Particles, fields, gravitation, and cosmology
Year: 2012, Jahrgang: 85, Heft: 3, Pages: 034029
ISSN:1550-2368
DOI:10.1103/PhysRevD.85.034029
Online-Zugang:Verlag, Volltext: http://dx.doi.org/10.1103/PhysRevD.85.034029
Verlag, Volltext: https://link.aps.org/doi/10.1103/PhysRevD.85.034029
Volltext
Verfasserangaben:Tilman Plehn, Michael Spannowsky, Michihisa Takeuchi

MARC

LEADER 00000caa a2200000 c 4500
001 1575456664
003 DE-627
005 20220814144553.0
007 cr uuu---uuuuu
008 180524s2012 xx |||||o 00| ||eng c
024 7 |a 10.1103/PhysRevD.85.034029  |2 doi 
035 |a (DE-627)1575456664 
035 |a (DE-576)505456664 
035 |a (DE-599)BSZ505456664 
035 |a (OCoLC)1341009972 
040 |a DE-627  |b ger  |c DE-627  |e rda 
041 |a eng 
084 |a 29  |2 sdnb 
100 1 |a Plehn, Tilman  |d 1969-  |e VerfasserIn  |0 (DE-588)1021935573  |0 (DE-627)715839535  |0 (DE-576)363449809  |4 aut 
245 1 0 |a How to improve top-quark tagging  |c Tilman Plehn, Michael Spannowsky, Michihisa Takeuchi 
264 1 |c 1 February 2012 
300 |a 14 
336 |a Text  |b txt  |2 rdacontent 
337 |a Computermedien  |b c  |2 rdamedia 
338 |a Online-Ressource  |b cr  |2 rdacarrier 
500 |a Gesehen am 24.05.2018 
520 |a In time for the first tests on LHC data we introduce a set of improvements and tests of purely kinematic top tagging algorithms. First, we show how different jet algorithms can be used for different transverse momentum regimes. Combining pruning and filtering in the reconstruction can enhance the signal over background ratio significantly, while larger jet radii only give minor improvements. Finally, bottom tagging can be added to the top tagger, but at least for the HEPTopTagger does not improve the kinematic selection algorithm. 
700 1 |a Spannowsky, Michael  |d 1980-  |e VerfasserIn  |0 (DE-588)133870413  |0 (DE-627)557863031  |0 (DE-576)188647309  |4 aut 
700 1 |a Takeuchi, Michihisa  |e VerfasserIn  |0 (DE-588)1071807552  |0 (DE-627)826334008  |0 (DE-576)433238623  |4 aut 
773 0 8 |i Enthalten in  |t Physical review. D, Particles, fields, gravitation, and cosmology  |d [Erscheinungsort nicht ermittelbar] : Soc., 1970  |g 85(2012), 3, Seite 034029  |h Online-Ressource  |w (DE-627)253787017  |w (DE-600)1461167-3  |w (DE-576)07279531X  |x 1550-2368  |7 nnas  |a How to improve top-quark tagging 
773 1 8 |g volume:85  |g year:2012  |g number:3  |g pages:034029  |g extent:14  |a How to improve top-quark tagging 
856 4 0 |u http://dx.doi.org/10.1103/PhysRevD.85.034029  |x Verlag  |x Resolving-System  |3 Volltext 
856 4 0 |u https://link.aps.org/doi/10.1103/PhysRevD.85.034029  |x Verlag  |3 Volltext 
951 |a AR 
992 |a 20180524 
993 |a Article 
994 |a 2012 
998 |g 1071807552  |a Takeuchi, Michihisa  |m 1071807552:Takeuchi, Michihisa  |d 130000  |d 130300  |e 130000PT1071807552  |e 130300PT1071807552  |k 0/130000/  |k 1/130000/130300/  |p 3  |y j 
998 |g 1021935573  |a Plehn, Tilman  |m 1021935573:Plehn, Tilman  |d 130000  |d 130300  |e 130000PP1021935573  |e 130300PP1021935573  |k 0/130000/  |k 1/130000/130300/  |p 1  |x j 
999 |a KXP-PPN1575456664  |e 3010031696 
BIB |a Y 
SER |a journal 
JSO |a {"physDesc":[{"extent":"14 S."}],"relHost":[{"type":{"bibl":"periodical","media":"Online-Ressource"},"disp":"How to improve top-quark taggingPhysical review. D, Particles, fields, gravitation, and cosmology","note":["ISSN-Portal 1089-4918: Particles and fields","Gesehen am 22. Januar 2016"],"recId":"253787017","language":["eng"],"corporate":[{"role":"isb","roleDisplay":"Herausgebendes Organ","display":"American Institute of Physics"},{"role":"isb","display":"American Physical Society","roleDisplay":"Herausgebendes Organ"}],"pubHistory":["3.Ser. 1.1970 - 92.2015"],"part":{"extent":"14","text":"85(2012), 3, Seite 034029","volume":"85","pages":"034029","issue":"3","year":"2012"},"titleAlt":[{"title":"Physical review / D"},{"title":"D online"}],"title":[{"title":"Physical review","title_sort":"Physical review","partname":"Particles, fields, gravitation, and cosmology"}],"physDesc":[{"extent":"Online-Ressource"}],"name":{"displayForm":["publ. by the American Physical Society through the American Institute of Physics"]},"origin":[{"dateIssuedDisp":"1970-2015","publisher":"Soc.","dateIssuedKey":"1970","publisherPlace":"[Erscheinungsort nicht ermittelbar]"}],"id":{"issn":["1550-2368","1089-4918"],"zdb":["1461167-3"],"eki":["253787017"]}}],"name":{"displayForm":["Tilman Plehn, Michael Spannowsky, Michihisa Takeuchi"]},"origin":[{"dateIssuedKey":"2012","dateIssuedDisp":"1 February 2012"}],"id":{"doi":["10.1103/PhysRevD.85.034029"],"eki":["1575456664"]},"note":["Gesehen am 24.05.2018"],"type":{"bibl":"article-journal","media":"Online-Ressource"},"language":["eng"],"recId":"1575456664","person":[{"family":"Plehn","given":"Tilman","display":"Plehn, Tilman","roleDisplay":"VerfasserIn","role":"aut"},{"display":"Spannowsky, Michael","roleDisplay":"VerfasserIn","role":"aut","family":"Spannowsky","given":"Michael"},{"family":"Takeuchi","given":"Michihisa","display":"Takeuchi, Michihisa","roleDisplay":"VerfasserIn","role":"aut"}],"title":[{"title":"How to improve top-quark tagging","title_sort":"How to improve top-quark tagging"}]} 
SRT |a PLEHNTILMAHOWTOIMPRO1201