Identification of boosted Higgs bosons decaying into b-quark pairs with the ATLAS detector at 13\xa0text {TeV}

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Hsu,B W Allen,N Proklova,M Leblanc,R Sobie,C Agheorghiesei,J L Gonski,P Tas,M Feickert,O Meshkov,O L Fedin,D S Nielsen,M Queitsch-Maitland,D Dodsworth,B Di Micco,P Mastrandrea,E Tassi,Y Ikegami,A Boveia,P Podberezko,R Nicolaidou,T Beau,A Sbrizzi,V Cavasinni,R Staszewski,N Savic,S Popa,J D Bossio Sola,B Abbott,P P Allport,S Hou,S Richter,H Okawa,J Hoya,A G Buckley,E Zaffaroni,L P Rossi,A Formica,E E Corrigan,C Alpigiani,B Brickwedde,P Starovoitov,V Vrba,A Taffard,D Derendarz,C Galea,R Tafirout,P M Tuts,J T P Burr,T Cuhadar Donszelmann,H Abreu,P Giannetti,M Antonelli,M Neumann,J Shlomi,J R Pater,K Wakamiya,B Laforge,W T Wang,R Lafaye,F An,O Estrada Pastor,Y Fang,D Britzger,L La Rotonda,F Meloni,Y Kulchitsky,W H Hopkins,P Ferrari,S M Farrington,T Harenberg,F Wilk,G Aielli,N V Biesuz,Y-H Chen,E Duchovni,D V Perepelitsa,T Klingl,H Iwasaki,Y Zhu,A Hrynevich,E Tolley,V R Pascuzzi,C P Hays,A Farilla,E Valdes Santurio,R Poggi,R Walker,Y S Chow,C Geng,I Koletsou,Y Guo,J B Liu,K J R Cormier,P Horn,F Hubaut,I L Gavrilenko,A A Talyshev,T J Burch,J S Ennis,N Giangiacomi,C B Gwilliam,K O’Connor,S C Lee,M Feng,I A Connelly,E F Mcdonald,S P Swift,T H Lin,M Talby,J Myers,E P Takeva,M Muškinja,M Demichev,F F Klitzner,C Luedtke,M Khandoga,W Buttinger,M C Mondragon,N A Grieser,N Scharmberg,C Diaconu,A Sanchez Pineda,L A Horyn,N Nikiforou,P Nilsson,L Heinrich,I M Gregor,S M Shaw,V Kouskoura,B Pearson,R A Vallance,A Higashida,O Sasaki,D Benchekroun,A Yamamoto,J H Rawling,W F Mader,S Gargiulo,D Xu,A M Burger,K D Mclean,N Kimura,J Smiesko,F Yamane,T Carli,S Palestini,I R Boyko,H J Yang,R F Naranjo Garcia,L Franconi,S Lai,B Zhou,L Shi,O Smirnova,B P Kerševan,K E Varvell,S Amoroso,L Beresford,Y Tu,E Rocco,A Rimoldi,J J Kempster,A Dattagupta,M Grandi,T Dado,A J Chuinard,F Costanza,S V Peleganchuk,R Simoniello,P Puzo,S Ketabchi Haghighat,M Morii,S Shrestha,K Hara,L D’Eramo,M Ikeno,S Francescato,L Zhang,E F Kay,A N Tuna,N Govender,A M Soukharev,R Bielski,J Schaarschmidt,J Weingarten,W J 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Stoicea,R Kehoe,L Mijović,J C Rivera Vergara,A Sopczak,H Herr,D V Dedovich,J Kanzaki,D Salamani,S Higashino,Y Nakahama,F C Ungaro,A C König,A Bandyopadhyay,S Honda,S Schier,N P Hessey,M Birman,D Denysiuk,A Macchiolo,L Vacavant,F Siegert,M E Nelson,L M Scyboz,D Alexandre,P Rados,F Hinterkeuser,J Janssen,P A Delsart,S Prell,T D Weston,J T Baines,J M Seixas,P Sinervo,G Unal,M Escalier,M Stolarski,R S Orr,D Fassouliotis,I M Snyder,J Salt,P A Janus,T Takeshita,T D Powell,R Leitner,X Zhuang,J Kretzschmar,D Pallin,Y Noguchi,F M Follega,S Raspopov,B Martin Dit Latour,N Bruscino,Z Yan,E Kajomovitz,S J Haywood,L J Wilkins,J Kroll,W K Balunas,G Zacharis,L Serin,B K Wosiek,J Dietrich,D Bruncko,D Francis,S Barsov,A Alfonsi,G Callea,P Kluit,V Konstantinides,V A Mitsou,V Garonne,E Meoni,E Kellermann,A Artamonov,K Dette,D Álvarez Piqueras,G Gaycken,J Elmsheuser,W Guo,M K Bugge,L H Mason,A Fell,R L Bates,J Ferrando,G A Stewart,M Bruschi,L Lee,S Chen,A Buzatu,O Kuprash,J J Lozano Bahilo,R Hauser,K 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Mashinistov,M F Watson,P Gadow,A Sfyrla,N Jeong,G Crosetti,D Whiteson,A Cueto,L Massa,J A Raine,J P Rutherfoord,A D Pilkington,M Sioli,A A E Bannoura,K Pachal,J F P Schouwenberg,V Jain,M Lazzaroni,A B Kowalewska,T Dias Do Vale,K Krizka,R Nisius,M J Alconada Verzini,K De,C Wiglesworth,A Ivina,S Farrell,S N Santpur,R Gamboa Goni,E Khramov,S J Hillier,D Costanzo,I Ibragimov,Z Zhang,B Gorini,R Rosten,M Schumacher,R J Teuscher,R Leone,D Pietreanu,S H Abidi,J K Behr,F Becherer,A Korn,A Khodinov,U Schäfer,B Stapf,F J Wickens,G Rybkin,T Lagouri,S Haug,F Cormier,I Carli,S D Walker,S Hageböck,L J Armitage,F Djama,V V Sulin,J Lorenz,V V Kostyukhin,E Winkels,E N Gazis,R Pedro,P F Giraud,A Ezhilov,F Fabbri,P Balek,M Benoit,J Love,A Kamenshchikov,K Maekawa,T Buanes,J J Junggeburth,J Qian,A Krasznahorkay,J D Shahinian,P T Koenig,J A Valls Ferrer,G Bartolini,R Di Sipio,L Schoeffel,S V Chekulaev,A Milov,A Mizukami,Y Takubo,J A Aguilar-Saavedra,R Kowalewski,S Hassani,T C Herwig,C C Chau,O M Kind,K Uno,R 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Silva,A C Martyniuk,X Yue,J Huth,S Ye,R L Hayes,J Tojo,P Seema,L Pizzimento,C Serfon,S Shimizu,S V Zeißner,F Spanò,D Mori,V J Martin,L Paolozzi,L M Mir,A Mastroberardino,T P A Åkesson,A F Casha,M Losada,V W S Wong,K Nakamura,A Kaczmarska,J D Little,E Nurse,G Polesello,G Chiodini,E Rossi,M Rimoldi,J D Mellenthin,E Akilli,M Levchenko,D Rodriguez Rodriguez,E B F G Knoops,G Sciolla,F Prokoshin,V Vecchio,H Sakamoto,S Demers,E Cavallaro,Y Kano,Z Idrissi,G Mancini,P W Phillips,E M Freundlich,S Schlenker,M J Veen,X Zhang,J W S Carter,C Varni,D Sampsonidis,M Haleem,S Jakobsen,F Huegging,E Plotnikova,M G Kurth,N M Köhler,C Blocker,O Kivernyk,A S Hard,K Choi,J E Brau,F Peri,L S Kaplan,S Malyukov,C J Mcnicol,R Vuillermet,J Wang,J A Mcfayden,A Straessner,D E Ferreira De Lima,G Gaudio,Y Delabat Diaz,S Alderweireldt,D Pudzha,J G Saraiva,R Teixeira De Lima,D Melini,S Maltezos,H Wolters,M Maerker,S Resconi,G Cowan,Q Hu,B Chargeishvili,F Zhang,R De Asmundis,M Trovatelli,P Fleischmann,H R Nindhito,P Sabatini,M Klein,D Tsybychev,A Cerri,K Petukhova,A Giannini,Y Duan,A Guerguichon,S Yang,S Webb,V Polychronakos,G Panizzo,J Stupak,F G Oakham,V A Kantserov,A M Henriques Correia,S Falke,M Negrini,D Scheirich,T Berry,A Seiden,Z Zheng,K Lin,Z Jiang,P E Sidebo,Q Li,C David,A Matic,S Turchikhin,I A Budagov,F A Arduh,D Turgeman,A Bruni,G Spigo,I A Cioară,S B Silverstein,D Boerner,B Ristić,M C Hansen,D Iliadis,L A M Wiik-Fuchs,R W Stanek,D Yamaguchi,C Valderanis,P G Scholer,M C Hodgkinson,A Krishnan,V M Walbrecht,H Atmani,E M Farina,C Padilla Aranda,J.-F Grivaz,W Ding,S Muanza,A P Colijn,M De Santis,V Vercesi,Y Smirnov,Y Hernández Jiménez,O Abdinov,W Kozanecki,E Higón-Rodriguez,P Y Nechaeva,Y Enari,K D Finelli,A De Santo,M Danninger,D Su,W Xu,G Bella,S Sottocornola,D J Mahon,T Maeno,R Kass ,А Р Бузыкаев ,A Filipčǐc ,D Höhn ,A Strübig ,И И Цукерман ,L Nožka ,C Moreno Martínez ,P Řezníček ,A Bingül ,M Villaplana Pérez ,Ben Carlson ,M Ziółkowski ,F Cardillo ,Han Liu ,N Semprini‐Cesari ,O Majerský ,Kingman Cheung ,S Rodríguez Bosca ,E Lobodzinska ,M Bóna ,H.‐C Schultz‐Coulon ,Alec Swenson Drobac ,E Schöpf ,M Weber ,Rui Pereira ,M Werner ,J Braciník ,N Vranješ ,C Sander ,I Vukotić ,I Türk Cakir ,E Richter-Wąs ,K Černý ,A M Rodŕıguez Vera ,P Némethy ,Esra Mohammed Shrif ,P Šı́cho ,Knut Oddvar Høie Vadla ,J A López ,W Dąbrowski ,K Jon‐And ,M Sławińska ,C E Leitgeb ,J Terrón ,Z Doležal ,Julian Wollrath ,S Pospı́šil ,J Lange ,J Jiménez Peña ,А Пури ,S A Çetin ,D Ziemińska ,P Vokáč ,L Hervás ,Abhishek Nag ,C Clément ,Marcos Vinicius Silva Oliveira ,T Bołd ,Nadav Michael Tamir ,Marie-Hélène Genest ,R Turra ,Adam Jackson Parker ,Š Todorova-Nová ,A Maevskiy ,Lennart Rustige ,M Havránek ,L P Calôba ,Ç İşsever ,T Davídek ,В Ф Казанин ,Cole Michael Helling ,M Hrabovský ,A Gabrielli ,S Banerjee ,Adelina D'onofrio ,J Tóth ,O Çakır ,Benjamin John Rosser ,C Bécot ,G Geßner ,A Forti ,L Adámek ,M Martı́nez ,P Gutiérrez ,C Gütschow ,P Iengo ,P Bartoš ,R Lysák ,I Mandić ,Laura Barranco Navarro ,M Marjanović ,T Sýkora ,Francesco Giuseppe Gravili ,J Manjarrés Ramos ,Sebastian Mario Weber ,I López Paz ,Τ Maier ,J Urbán ,J Große-Knetter ,M Smižanská ,T Ekelöf ,J Hřivnáč ,Xilei Sun ,Rui Yuan ,Thomas Schwarz ,S Gürbüz ,C Bourdarios ,M A Pleier ,B Kónya ,J C-L Tseng ,S Iştin ,P Kodyš ,D Benjamin ,A Ruiz-Martínez ,С Тимошенко ,S Němeček ,A Kupčo ,Jackson Carl Burzynski ,À Zoccoli ,E W Parrish ,L Corpe ,G Otero Y Garzón ,E Carquín ,M U F Martensson ,A M Cooper‐Sarkar ,P Stríženec ,M Sýkora ,Wade Cameron Fisher ,David William Thomas ,Luis Pascual Domínguez ,Matthew Henry Klein ,Emanuel Gouveia ,I Grabowska-Bołd ,O Hladík ,S Martin–Haugh ,Aurelio Juste Rozas ,C Böhm ,M A Díaz ,Alison Elliot ,T Kühl ,M Myška ,Z Hubáček ,N D Dann ,B Mansoulié ,M Taševský ,M Pałka ,Chengguang Zhu ,D Vázquez Furelos ,M Dyndał ,Verena Ingrid Martinez Outschoorn ,D Strom ,M Dumančić ,Dj Šijački ,Katharina Bianca Jakobi ,Andrew Mark Wharton ,Dan Andrei Ciubotaru ,T Löhse ,A Llères ,P Bussey ,M Lokajíček ,L L ,H Snoek ,P Pétroff ,S Tzamarias ,Κ Παπαγεωργίου ,Joel Hengwei Foo ,R Mueller ,Izaac Sanderswood ,Giovandomenico Carducci ,I Sýkora ,П Б Шаталов ,L Cerdá Alberich ,C Anelli ,S Chan ,B Żabiński ,M Trzebiński ,Shuo Han ,Waleed Syed Ahmed ,R Gügel ,M Cavalli‐Sforza ,P Conde Muíño ,N Öztürk ,M Marčišovský ,H Yang ,S González-Sevilla ,S Cŕéṕe-Renaudin ,I A Bertram ,Russell James Turner ,V E Özcan ,L Flores ,Jesús Guerrero Rojas ,C C Young ,M Przybycień ,F Déliot ,Audrey Katherine Kvam ,Javier Alberto Aparisi Pozo ,J Pácalt ,T Mäshimo ,C Garćıa ,B Lund‐Jensen ,M Mikeštíková ,J De Vivie De B Regie ,J Krstić ,N Woods ,Haiying Cai ,H F-W Sadrozinski ,Steven Worm ,Bh Brunt ,H Nguyen ,A Adıgüzel ,J Schovancová ,C Da Vià ,M J Sullivan ,L B A H Hommels ,G Ünel ,Xu Li ,A Træet ,A M Zaǐtsev ,E Banaś ,J Mašík ,S Martí-García ,D Ferrère ,B Hooberman ,J H Broughton ,T Komárek ,J Dolejší ,И Н Александров ,S H Stark ,Fabien Jeanneau ,А С Кожин ,A Ghosh ,J Muêller ,R Wölker ,Peter Hansen ,João Victor Da Fonseca Pinto ,T Blažek ,Ying Wun Yvonne Ng ,William Dale Heidorn ,T Novák ,S Boutle ,Konie Al Khoury ,Christine Kourkoumelis ,П Мурін ,J Hays ,M Svatoš

doi:10.1140/epjc/s10052-019-7335-x

Abstract

This paper describes a study of techniques for identifying Higgs bosons at high transverse momenta decaying into bottom-quark pairs, H rightarrow bbar{b}, for proton–proton collision data collected by the ATLAS detector at the Large Hadron Collider at a centre-of-mass energy sqrt{s}=13 text {TeV}. These decays are reconstructed from calorimeter jets found with the anti-k_{t}R = 1.0 jet algorithm. To tag Higgs bosons, a combination of requirements is used: b-tagging of R = 0.2 track-jets matched to the large-R calorimeter jet, and requirements on the jet mass and other jet substructure variables. The Higgs boson tagging efficiency and corresponding multijet and hadronic top-quark background rejections are evaluated using Monte Carlo simulation. Several benchmark tagging selections are defined for different signal efficiency targets. The modelling of the relevant input distributions used to tag Higgs bosons is studied in 36 fb^{-1} of data collected in 2015 and 2016 using grightarrow bbar{b} and Z(rightarrow bbar{b})gamma event selections in data. Both processes are found to be well modelled within the statistical and systematic uncertainties.

Highlights

In order to identify, or tag, boosted Higgs bosons it is paramount to understand the details of b-hadron identification and the internal structure of jets, or jet substructure, in sinucthhiasnpaepnveririosnbmuielnt to[n1s1t]u.dTiehsefarpopmroLaHchCtorutnagsgaitn√gspr=ese7natnedd and for discrimination of Z bosons from W bosons [15].Gluon splitting into has been studied at b√-qs ua=rk 1p3aiTrseVat small opening angles by ATLAS [16]
Different working point (WP) (60%, 70%, 77% and 85%) are studied in the analyses presented in this paper and jets satisfying a particular MV2c10 criterion WP are referred to as ‘b-tagged jets’
Techniques to identify Higgs bosons at high transverse momenta decaying into bottom-quark pairs are described in this paper

Summary

Introduction

Tag, boosted Higgs bosons it is paramount to understand the details of b-hadron identification and the internal structure of jets, or jet substructure, in sinucthhiasnpaepnveririosnbmuielnt to[n1s1t]u.dTiehsefarpopmroLaHchCtorutnagsgaitn√gspr=ese7natnedd. The identification of Higgs bosons at high transverse momenta through the use of jet substructure has been studied by the CMS Collaboration and their techniques are described in. The Higgs boson tagging efficiency and background rejection for the two most common background processes, the multijet and hadronic top-quark backgrounds, are evaluated using Monte Carlo simulation. In particular the modelling of relevant Higgs-jet properties in Monte Carlo simulation is compared with data. 2 and of the data and simulated samples, the object reconstruction, selection and labelling is discussed in Sect. 6. Sections 7 and 8 discuss a comparison between relevant distributions in data control samples dominated by g → bband Z (→ bb)γ and the corresponding simulated events, respectively.

ATLAS detector

Data and simulated event samples

Calorimeter jets

Truth jets

Track-jets

Jet flavour labelling

Track-jet ghost association

Jet labelling

4.10 Large-R jet mass

Large-R jets

Flavour tagging

Higgs-jet tagger

Two-step sample reweighting

Flavour-tagging working points

Mass window optimisation

Jet substructure

Event selection

Flavour fraction corrections

Jet substructure results

Background estimate

Findings

Conclusions

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Journal: Zeitschrift für Physik C: Particles and Fields	Publication Date: Oct 1, 2019
Citations: 49	License type: open-access

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Identification of boosted Higgs bosons decaying into b-quark pairs with the ATLAS detector at 13\xa0text {TeV}

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Identification of boosted Higgs bosons decaying into b-quark pairs with the ATLAS detector at 13\xa0text {TeV}

Abstract

Highlights

Summary

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Similar Papers

More From: Zeitschrift für Physik C: Particles and Fields