The International School for Advanced Studies (SISSA) was founded in 1978 and was the first institution in Italy to promote post-graduate courses leading to a Doctor Philosophiae (or PhD) degree. A centre of excellence among Italian and international universities, the school has around 65 teachers, 100 post docs and 245 PhD students, and is located in Trieste, in a campus of more than 10 hectares with wonderful views over the Gulf of Trieste.
SISSA hosts a very high-ranking, large and multidisciplinary scientific research output. The scientific papers produced by its researchers are published in high impact factor, well-known international journals, and in many cases in the world's most prestigious scientific journals such as Nature and Science. Over 900 students have so far started their careers in the field of mathematics, physics and neuroscience research at SISSA.
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The following article is Open access
Muon identification using multivariate techniques in the CMS experiment in proton-proton collisions at sqrt(s) = 13 TeV
A. Hayrapetyan1, A. Tumasyan208,1, W. Adam2, J.W. Andrejkovic2, T. Bergauer2, S. Chatterjee2, K. Damanakis2, M. Dragicevic2, A. Escalante Del Valle2, P.S. Hussain2, M. Jeitler209,2, N. Krammer2, D. Liko2, I. Mikulec2, J. Schieck209,2, R. Schöfbeck2, D. Schwarz2, M. Sonawane2, S. Templ2, W. Waltenberger2, C.-E. Wulz209,2, M.R. Darwish210,3, T. Janssen3, P. Van Mechelen3, E.S. Bols4, J. D'Hondt4, S. Dansana4, A. De Moor4, M. Delcourt4, H. El Faham4, S. Lowette4, I. Makarenko4, D. Müller4, A.R. Sahasransu4, S. Tavernier4, M. Tytgat211,4, S. Van Putte4, D. Vannerom4, B. Clerbaux5, G. De Lentdecker5, L. Favart5, D. Hohov5, J. Jaramillo5, A. Khalilzadeh5, K. Lee5, M. Mahdavikhorrami5, A. Malara5, S. Paredes5, L. Pétré5, N. Postiau5, L. Thomas5, M. Vanden Bemden5, C. Vander Velde5, P. Vanlaer5, M. De Coen6, D. Dobur6, Y. Hong6, J. Knolle6, L. Lambrecht6, G. Mestdach6, C. Rendón6, A. Samalan6, K. Skovpen6, N. Van Den Bossche6, L. Wezenbeek6, A. Benecke7, G. Bruno7, C. Caputo7, C. Delaere7, I.S. Donertas7, A. Giammanco7, K. Jaffel7, Sa. Jain7, V. Lemaitre7, J. Lidrych7, P. Mastrapasqua7, K. Mondal7, T.T. Tran7, S. Wertz7, G.A. Alves8, E. Coelho8, C. Hensel8, T. Menezes De Oliveira8, A. Moraes8, P. Rebello Teles8, M. Soeiro8, W.L. Aldá Júnior9, M. Alves Gallo Pereira9, M. Barroso Ferreira Filho9, H. Brandao Malbouisson9, W. Carvalho9, J. Chinellato212,9, E.M. Da Costa9, G.G. Da Silveira213,9, D. De Jesus Damiao9, S. Fonseca De Souza9, J. Martins214,9, C. Mora Herrera9, K. Mota Amarilo9, L. Mundim9, H. Nogima9, A. Santoro9, S.M. Silva Do Amaral9, A. Sznajder9, M. Thiel9, A. Vilela Pereira9, C.A. Bernardes213,10, L. Calligaris10, T.R. Fernandez Perez Tomei10, E.M. Gregores10, P.G. Mercadante10, S.F. Novaes10, B. Orzari10, Sandra S. Padula10, A. Aleksandrov11, G. Antchev11, R. Hadjiiska11, P. Iaydjiev11, M. Misheva11, M. Shopova11, G. Sultanov11, A. Dimitrov12, T. Ivanov12, L. Litov12, B. Pavlov12, P. Petkov12, A. Petrov12, E. Shumka12, S. Keshri13, S. Thakur13, T. Cheng14, Q. Guo14, T. Javaid14, M. Mittal14, L. Yuan14, G. Bauer215,216,15, Z. Hu15, K. Yi215,217,15, G.M. Chen218,16, H.S. Chen218,16, M. Chen218,16, F. Iemmi16, C.H. Jiang16, A. Kapoor219,16, H. Liao16, Z.-A. Liu220,16, F. Monti16, M.A. Shahzad218,16, R. Sharma221,16, J.N. Song220,16, J. Tao16, C. Wang218,16, J. Wang16, Z. Wang218,16, H. Zhang16, A. Agapitos17, Y. Ban17, A. Levin17, C. Li17, Q. Li17, Y. Mao17, S.J. Qian17, X. Sun17, D. Wang17, H. Yang17, C. Zhou17, Z. You18, N. Lu19, X. Gao222,20, D. Leggat20, H. Okawa20, Y. Zhang20, Z. Lin21, C. Lu21, M. Xiao21, C. Avila22, D.A. Barbosa Trujillo22, A. Cabrera22, C. Florez22, J. Fraga22, J.A. Reyes Vega22, J. Mejia Guisao23, F. Ramirez23, M. Rodriguez23, J.D. Ruiz Alvarez23, D. Giljanovic24, N. Godinovic24, D. Lelas24, A. Sculac24, M. Kovac25, T. Sculac25, P. Bargassa26, V. Brigljevic26, B.K. Chitroda26, D. Ferencek26, S. Mishra26, A. Starodumov223,26, T. Susa26, A. Attikis27, K. Christoforou27, S. Konstantinou27, J. Mousa27, C. Nicolaou27, F. Ptochos27, P.A. Razis27, H. Rykaczewski27, H. Saka27, A. Stepennov27, M. Finger28, M. Finger Jr.28, A. Kveton28, E. Ayala29, E. Carrera Jarrin30, H. Abdalla224,31, Y. Assran225,226,31, M.A. Mahmoud32, Y. Mohammed32, R.K. Dewanjee227,33, K. Ehataht33, M. Kadastik33, T. Lange33, S. Nandan33, C. Nielsen33, J. Pata33, M. Raidal33, L. Tani33, C. Veelken33, H. Kirschenmann34, K. Osterberg34, M. Voutilainen34, S. Bharthuar35, E. Brücken35, F. Garcia35, J. Havukainen35, K.T.S. Kallonen35, M.S. Kim35, R. Kinnunen35, T. Lampén35, K. Lassila-Perini35, S. Lehti35, T. Lindén35, M. Lotti35, L. Martikainen35, M. Myllymäki35, M.m. Rantanen35, H. Siikonen35, E. Tuominen35, J. Tuominiemi35, P. Luukka36, H. Petrow36, T. Tuuva207,36, M. Besancon37, F. Couderc37, M. Dejardin37, D. Denegri37, J.L. Faure37, F. Ferri37, S. Ganjour37, P. Gras37, G. Hamel de Monchenault37, V. Lohezic37, J. Malcles37, J. Rander37, A. Rosowsky37, M.Ö. Sahin37, A. Savoy-Navarro228,37, P. Simkina37, M. Titov37, C. 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Borras235,45, D. Brunner45, A. Campbell45, A. Cardini45, C. Cheng45, F. Colombina45, S. Consuegra Rodríguez45, G. Correia Silva45, M. De Silva45, G. Eckerlin45, D. Eckstein45, L.I. Estevez Banos45, O. Filatov45, E. Gallo234,45, A. Geiser45, A. Giraldi45, G. Greau45, V. Guglielmi45, M. Guthoff45, A. Hinzmann45, A. Jafari236,45, L. Jeppe45, N.Z. Jomhari45, B. Kaech45, M. Kasemann45, H. Kaveh45, C. Kleinwort45, R. Kogler45, M. Komm45, D. Krücker45, W. Lange45, D. Leyva Pernia45, K. Lipka237,45, W. Lohmann238,45, R. Mankel45, I.-A. Melzer-Pellmann45, M. Mendizabal Morentin45, J. Metwally45, A.B. Meyer45, G. Milella45, A. Mussgiller45, A. Nürnberg45, Y. Otarid45, D. Pérez Adán45, E. Ranken45, A. Raspereza45, B. Ribeiro Lopes45, J. Rübenach45, A. Saggio45, M. Scham239,235,45, S. Schnake235,45, P. Schütze45, C. Schwanenberger234,45, D. Selivanova45, M. Shchedrolosiev45, R.E. Sosa Ricardo45, L.P. Sreelatha Pramod45, D. Stafford45, F. Vazzoler45, A. Ventura Barroso45, R. Walsh45, Q. Wang45, Y. 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Orimoto187, A. Parker187, L. Skinnari187, A. Tishelman-Charny187, B. Wang187, D. Wood187, S. Bhattacharya188, J. Bueghly188, Z. Chen188, K.A. Hahn188, Y. Liu188, Y. Miao188, D.G. Monk188, M.H. Schmitt188, A. Taliercio188, M. Velasco188, R. Band189, R. Bucci189, S. Castells189, M. Cremonesi189, A. Das189, R. Goldouzian189, M. Hildreth189, K.W. Ho189, K. Hurtado Anampa189, C. Jessop189, K. Lannon189, J. Lawrence189, N. Loukas189, L. Lutton189, J. Mariano189, N. Marinelli189, I. Mcalister189, T. McCauley189, C. Mcgrady189, K. Mohrman189, C. Moore189, Y. Musienko223,189, H. Nelson189, M. Osherson189, R. Ruchti189, A. Townsend189, M. Wayne189, H. Yockey189, M. Zarucki189, L. Zygala189, A. Basnet190, B. Bylsma190, M. Carrigan190, L.S. Durkin190, C. Hill190, M. Joyce190, A. Lesauvage190, M. Nunez Ornelas190, K. Wei190, B.L. Winer190, B.R. Yates190, F.M. Addesa191, H. Bouchamaoui191, P. Das191, G. Dezoort191, P. Elmer191, A. Frankenthal191, B. Greenberg191, N. Haubrich191, S. Higginbotham191, G. Kopp191, S. Kwan191, D. Lange191, A. Loeliger191, D. Marlow191, I. Ojalvo191, J. Olsen191, D. Stickland191, C. Tully191, S. Malik192, A.S. Bakshi193, V.E. Barnes193, S. Chandra193, R. Chawla193, S. Das193, A. Gu193, L. Gutay193, M. Jones193, A.W. Jung193, D. Kondratyev193, A.M. Koshy193, M. Liu193, G. Negro193, N. Neumeister193, G. Paspalaki193, S. Piperov193, V. Scheurer193, J.F. Schulte193, M. Stojanovic193, J. Thieman193, A.K. Virdi193, F. Wang193, W. Xie193, J. Dolen194, N. Parashar194, A. Pathak194, D. Acosta195, A. Baty195, T. Carnahan195, S. Dildick195, K.M. Ecklund195, P.J. Fernández Manteca195, S. Freed195, P. Gardner195, F.J.M. Geurts195, A. Kumar195, W. Li195, O. Miguel Colin195, B.P. Padley195, R. Redjimi195, J. Rotter195, E. Yigitbasi195, Y. Zhang195, A. Bodek196, P. de Barbaro196, R. Demina196, J.L. Dulemba196, C. Fallon196, A. Garcia-Bellido196, O. Hindrichs196, A. Khukhunaishvili196, P. Parygin295,196, E. Popova295,196, R. Taus196, G.P. Van Onsem196, K. Goulianos197, B. Chiarito198, J.P. Chou198, Y. Gershtein198, E. Halkiadakis198, A. Hart198, M. Heindl198, D. Jaroslawski198, O. Karacheban238,198, I. Laflotte198, A. Lath198, R. Montalvo198, K. Nash198, H. Routray198, S. Salur198, S. Schnetzer198, S. Somalwar198, R. Stone198, S.A. Thayil198, S. Thomas198, J. Vora198, H. Wang198, H. Acharya199, D. Ally199, A.G. Delannoy199, S. Fiorendi199, T. Holmes199, N. Karunarathna199, L. Lee199, E. Nibigira199, S. Spanier199, D. Aebi200, M. Ahmad200, O. Bouhali306,200, M. Dalchenko200, R. Eusebi200, J. Gilmore200, T. Huang200, T. Kamon307,200, H. Kim200, S. Luo200, S. Malhotra200, R. Mueller200, D. Overton200, D. Rathjens200, A. Safonov200, N. Akchurin201, J. Damgov201, V. Hegde201, A. Hussain201, Y. Kazhykarim201, K. Lamichhane201, S.W. Lee201, A. Mankel201, T. Mengke201, S. Muthumuni201, T. Peltola201, I. Volobouev201, A. Whitbeck201, E. Appelt202, S. Greene202, A. Gurrola202, W. Johns202, R. Kunnawalkam Elayavalli202, A. Melo202, F. Romeo202, P. Sheldon202, S. Tuo202, J. Velkovska202, J. Viinikainen202, B. Cardwell203, B. Cox203, J. Hakala203, R. Hirosky203, A. Ledovskoy203, A. Li203, C. Neu203, C.E. Perez Lara203, P.E. Karchin204, A. Aravind205, S. Banerjee205, K. Black205, T. Bose205, S. Dasu205, I. De Bruyn205, P. Everaerts205, C. Galloni205, H. He205, M. Herndon205, A. Herve205, C.K. Koraka205, A. Lanaro205, R. Loveless205, J. Madhusudanan Sreekala205, A. Mallampalli205, A. Mohammadi205, S. Mondal205, G. Parida205, D. Pinna205, A. Savin205, V. Shang205, V. Sharma205, W.H. Smith205, D. Teague205, H.F. Tsoi205, W. Vetens205, A. Warden205, S. Afanasiev206, V. Andreev206, Yu. Andreev206, T. Aushev206, M. Azarkin206, A. Babaev206, A. Belyaev206, V. Blinov308,206, E. Boos206, V. Borshch206, D. Budkouski206, M. Chadeeva308,206, V. Chekhovsky206, M. Danilov308,206, A. Demiyanov206, A. Dermenev206, T. Dimova308,206, D. Druzhkin309,206, M. Dubinin299,206, L. Dudko206, A. Ershov206, G. Gavrilov206, V. Gavrilov206, S. Gninenko206, V. Golovtcov206, N. Golubev206, I. Golutvin206, I. Gorbunov206, A. Gribushin206, Y. Ivanov206, V. Kachanov206, L. Kardapoltsev308,206, V. Karjavine206, A. Karneyeu206, V. Kim308,206, M. Kirakosyan206, D. Kirpichnikov206, M. Kirsanov206, V. Klyukhin206, O. Kodolova310,206, D. Konstantinov206, V. Korenkov206, A. Kozyrev308,206, N. Krasnikov206, A. Lanev206, P. Levchenko311,206, N. Lychkovskaya206, V. Makarenko206, A. Malakhov206, V. Matveev308,206, V. Murzin206, A. Nikitenko312,310,206, S. Obraztsov206, V. Oreshkin206, V. Palichik206, V. Perelygin206, S. Petrushanko206, S. Polikarpov308,206, V. Popov206, O. Radchenko308,206, M. Savina206, V. Savrin206, V. Shalaev206, S. Shmatov206, S. Shulha206, Y. Skovpen308,206, S. Slabospitskii206, V. Smirnov206, A. Snigirev206, D. Sosnov206, V. Sulimov206, E. Tcherniaev206, A. Terkulov206, O. Teryaev206, I. Tlisova206, A. Toropin206, L. Uvarov206, A. Uzunian206, A. Vorobyev207,206, N. Voytishin206, B.S. Yuldashev313,206, A. Zarubin206, I. Zhizhin206, A. Zhokin206 and The CMS collaboration
203 University of Virginia, Charlottesville, Virginia, U.S.A.
204 Wayne State University, Detroit, Michigan, U.S.A.
205 University of Wisconsin — Madison, Madison, Wisconsin, U.S.A.
206 Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN
Author notes
207 Deceased.
208 Also at Yerevan State University, Yerevan, Armenia
209 Also at TU Wien, Vienna, Austria
210 Also at Institute of Basic and Applied Sciences, Faculty of Engineering, Arab Academy for Science, Technology and Maritime Transport, Alexandria, Egypt
211 Also at Ghent University, Ghent, Belgium
212 Also at Universidade Estadual de Campinas, Campinas, Brazil
213 Also at Federal University of Rio Grande do Sul, Porto Alegre, Brazil
214 Also at UFMS, Nova Andradina, Brazil
215 Also at Nanjing Normal University, Nanjing, China
216 Now at Henan Normal University, Xinxiang, China
217 Now at The University of Iowa, Iowa City, Iowa, U.S.A.
218 Also at University of Chinese Academy of Sciences, Beijing, China
219 Also at China Center of Advanced Science and Technology, Beijing, China
220 Also at University of Chinese Academy of Sciences, Beijing, China
221 Also at China Spallation Neutron Source, Guangdong, China
222 Also at Université Libre de Bruxelles, Bruxelles, Belgium
223 Also at an institute or an international laboratory covered by a cooperation agreement with CERN
224 Also at Cairo University, Cairo, Egypt
225 Also at Suez University, Suez, Egypt
226 Now at British University in Egypt, Cairo, Egypt
227 Also at Birla Institute of Technology, Mesra, Mesra, India
228 Also at Purdue University, West Lafayette, Indiana, U.S.A.
229 Also at Université de Haute Alsace, Mulhouse, France
230 Also at Department of Physics, Tsinghua University, Beijing, China
231 Also at Ilia State University, Tbilisi, Georgia
232 Also at The University of the State of Amazonas, Manaus, Brazil
233 Also at Erzincan Binali Yildirim University, Erzincan, Turkey
234 Also at University of Hamburg, Hamburg, Germany
235 Also at RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
236 Also at Isfahan University of Technology, Isfahan, Iran
237 Also at Bergische University Wuppertal (BUW), Wuppertal, Germany
238 Also at Brandenburg University of Technology, Cottbus, Germany
239 Also at Forschungszentrum Jülich, Juelich, Germany
240 Also at CERN, European Organization for Nuclear Research, Geneva, Switzerland
241 Also at Institute of Physics, University of Debrecen, Debrecen, Hungary
242 Also at Institute of Nuclear Research ATOMKI, Debrecen, Hungary
243 Now at Universitatea Babes-Bolyai — Facultatea de Fizica, Cluj-Napoca, Romania
244 Also at Physics Department, Faculty of Science, Assiut University, Assiut, Egypt
245 Also at HUN-REN Wigner Research Centre for Physics, Budapest, Hungary
246 Also at Faculty of Informatics, University of Debrecen, Debrecen, Hungary
247 Also at Punjab Agricultural University, Ludhiana, India
248 Also at University of Hyderabad, Hyderabad, India
249 Also at University of Visva-Bharati, Santiniketan, India
250 Also at Indian Institute of Science (IISc), Bangalore, India
251 Also at IIT Bhubaneswar, Bhubaneswar, India
252 Also at Institute of Physics, Bhubaneswar, India
253 Also at Deutsches Elektronen-Synchrotron, Hamburg, Germany
254 Also at Department of Physics, Isfahan University of Technology, Isfahan, Iran
255 Also at Sharif University of Technology, Tehran, Iran
256 Also at Department of Physics, University of Science and Technology of Mazandaran, Behshahr, Iran
257 Also at Helwan University, Cairo, Egypt
258 Also at Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Bologna, Italy
259 Also at Centro Siciliano di Fisica Nucleare e di Struttura Della Materia, Catania, Italy
260 Also at ENEA — Casaccia Research Center, S. Maria di Galeria, Italy
261 Also at Università degli Studi Guglielmo Marconi, Roma, Italy
262 Also at Facoltà Ingegneria, Università di Roma, Roma, Italy
263 Also at Scuola Superiore Meridionale, Università di Napoli `Federico II', Napoli, Italy
264 Also at Fermi National Accelerator Laboratory, Batavia, Illinois, U.S.A.
265 Also at Università di Napoli `Federico II', Napoli, Italy
266 Also at Ain Shams University, Cairo, Egypt
267 Also at Consiglio Nazionale delle Ricerche — Istituto Officina dei Materiali, Perugia, Italy
268 Also at Riga Technical University, Riga, Latvia
269 Also at Department of Applied Physics, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia
270 Also at Consejo Nacional de Ciencia y Tecnología, Mexico City, Mexico
271 Also at Trincomalee Campus, Eastern University, Sri Lanka, Nilaveli, Sri Lanka
272 Also at INFN Sezione di Pavia, Università di Pavia, Pavia, Italy
273 Also at National and Kapodistrian University of Athens, Athens, Greece
274 Also at Ecole Polytechnique Fédérale Lausanne, Lausanne, Switzerland
275 Also at University of Vienna Faculty of Computer Science, Vienna, Austria
276 Also at Universität Zürich, Zurich, Switzerland
277 Also at Stefan Meyer Institute for Subatomic Physics, Vienna, Austria
278 Also at Laboratoire d'Annecy-le-Vieux de Physique des Particules, IN2P3-CNRS, Annecy-le-Vieux, France
279 Also at Near East University, Research Center of Experimental Health Science, Mersin, Turkey
280 Also at Konya Technical University, Konya, Turkey
281 Also at Izmir Bakircay University, Izmir, Turkey
282 Also at Adiyaman University, Adiyaman, Turkey
283 Also at Bozok Universitetesi Rektörlügü, Yozgat, Turkey
284 Also at Marmara University, Istanbul, Turkey
285 Also at Milli Savunma University, Istanbul, Turkey
286 Also at Kafkas University, Kars, Turkey
287 Also at Hacettepe University, Ankara, Turkey
288 Also at Istanbul University — Cerrahpasa, Faculty of Engineering, Istanbul, Turkey
289 Also at Yildiz Technical University, Istanbul, Turkey
290 Also at Vrije Universiteit Brussel, Brussel, Belgium
291 Also at School of Physics and Astronomy, University of Southampton, Southampton, United Kingdom
292 Also at University of Bristol, Bristol, United Kingdom
293 Also at IPPP Durham University, Durham, United Kingdom
294 Also at Monash University, Faculty of Science, Clayton, Australia
295 Now at an institute or an international laboratory covered by a cooperation agreement with CERN
296 Also at Università di Torino, Torino, Italy
297 Also at Bethel University, St. Paul, Minnesota, U.S.A.
298 Also at Karamanoğlu Mehmetbey University, Karaman, Turkey
299 Also at California Institute of Technology, Pasadena, California, U.S.A.
300 Also at United States Naval Academy, Annapolis, Maryland, U.S.A.
301 Also at Bingol University, Bingol, Turkey
302 Also at Georgian Technical University, Tbilisi, Georgia
303 Also at Sinop University, Sinop, Turkey
304 Also at Erciyes University, Kayseri, Turkey
305 Also at Horia Hulubei National Institute of Physics and Nuclear Engineering (IFIN-HH), Bucharest, Romania
306 Also at Texas A&M University at Qatar, Doha, Qatar
307 Also at Kyungpook National University, Daegu, Korea
308 Also at another institute or international laboratory covered by a cooperation agreement with CERN
309 Also at Universiteit Antwerpen, Antwerpen, Belgium
310 Also at Yerevan Physics Institute, Yerevan, Armenia
311 Also at Northeastern University, Boston, Massachusetts, U.S.A.
312 Also at Imperial College, London, United Kingdom
313 Also at Institute of Nuclear Physics of the Uzbekistan Academy of Sciences, Tashkent, Uzbekistan
The identification of prompt and isolated muons, as well as
muons from heavy-flavour hadron decays, is an important task. We
developed two multivariate techniques to provide highly efficient
identification for muons with transverse momentum greater than
10 GeV. One provides a continuous variable as an alternative to a
cut-based identification selection and offers a better
discrimination power against misidentified muons. The other one
selects prompt and isolated muons by using isolation requirements to
reduce the contamination from nonprompt muons arising in
heavy-flavour hadron decays. Both algorithms are developed using
59.7 fb-1 of proton-proton collisions data at a centre-of-mass
energy of √(s)=13 TeV collected in 2018 with the CMS
experiment at the CERN LHC.
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