Identification of heavy-flavour jets with the CMS detector in pp collisions at 13 TeV Academic Article uri icon

abstract

  • 2018 CERN for the benefit of the CMS collaboration. Many measurements and searches for physics beyond the standard model at the LHC rely on the efficient identification of heavy-flavour jets, i.e. jets originating from bottom or charm quarks. In this paper, the discriminating variables and the algorithms used for heavy-flavour jet identification during the first years of operation of the CMS experiment in proton-proton collisions at a centre-of-mass energy of 13 TeV, are presented. Heavy-flavour jet identification algorithms have been improved compared to those used previously at centre-of-mass energies of 7 and 8 TeV. For jets with transverse momenta in the range expected in simulated events, these new developments result in an efficiency of 68% for the correct identification of a b jet for a probability of 1% of misidentifying a light-flavour jet. The improvement in relative efficiency at this misidentification probability is about 15%, compared to previous CMS algorithms. In addition, for the first time algorithms have been developed to identify jets containing two b hadrons in Lorentz-boosted event topologies, as well as to tag c jets. The large data sample recorded in 2016 at a centre-of-mass energy of 13 TeV has also allowed the development of new methods to measure the efficiency and misidentification probability of heavy-flavour jet identification algorithms. The b jet identification efficiency is measured with a precision of a few per cent at moderate jet transverse momenta (between 30 and 300 GeV) and about 5% at the highest jet transverse momenta (between 500 and 1000 GeV).

published proceedings

  • JOURNAL OF INSTRUMENTATION

altmetric score

  • 12.55

author list (cited authors)

  • Sirunyan, A. M., Tumasyan, A., Adam, W., Ambrogi, F., Asilar, E., Bergauer, T., ... Woods, N.

citation count

  • 287

complete list of authors

  • Sirunyan, AM||Tumasyan, A||Adam, W||Ambrogi, F||Asilar, E||Bergauer, T||Brandstetter, J||Brondolin, E||Dragicevic, M||Eroe, J||Del Valle, A Escalante||Flechl, M||Friedl, M||Fruehwirth, R||Ghete, VM||Grossmann, J||Hrubec, J||Jeitler, M||Koenig, A||Krammer, N||Kraetschmer, I||Liko, D||Madlener, T||Mikulec, I||Pree, E||Rad, N||Rohringer, H||Schieck, J||Schoefbeck, R||Spanring, M||Spitzbart, D||Waltenberger, W||Wittmann, J||Wulz, C-E||Zarucki, M||Chekhovsky, V||Mossolov, V||Gonzalez, J Suarez||De Wolf, EA||Di Croce, D||Janssen, X||Lauwers, J||Van De Klundert, M||Van Haevermaet, H||Van Mechelen, P||Van Remortel, N||Abu Zeid, S||Blekman, F||D'Hondt, J||De Bruyn, I||De Clercq, J||Deroover, K||Flouris, G||Lontkovskyi, D||Lowette, S||Marchesini, I||Moortgat, S||Moreels, L||Python, Q||Skovpen, K||Tavernier, S||Van Doninck, W||Van Mulders, P||Van Parijs, I||Beghin, D||Bilin, B||Brun, H||Clerbaux, B||De Lentdecker, G||Delannoy, H||Dorney, B||Fasanella, G||Favart, L||Goldouzian, R||Grebenyuk, A||Lenzi, T||Luetic, J||Maerschalk, T||Marinov, A||Seva, T||Starling, E||Velde, C Vander||Vanlaer, P||Vannerom, D||Yonamine, R||Zenoni, F||Zhang, F||Cimmino, A||Cornelis, T||Dobur, D||Fagot, A||Gul, M||Khvastunov, I||Poyraz, D||Roskas, C||Salva, S||Tytgat, M||Verbeke, W||Zaganidis, N||Bakhshiansohi, H||Bondu, O||Brochet, S||Bruno, G||Caputo, C||Caudron, A||David, P||DeVisscher, S||Delaere, C||Delcourt, M||Francois, B||Giammanco, A||Komm, M||Krintiras, G||Lemaitre, V||Magitteri, A||Mertens, A||Musich, M||Piotrzkowski, K||Quertenmont, L||Saggio, A||Marono, M Vidal||Wertz, S||Zobec, J||Alda Junior, WL||Alves, FL||Alves, GA||Brito, L||Correa Martins Junior, M||Hensel, C||Moraes, A||Pol, ME||Rebello Teles, P||Belchior Batista Das Chagas, E||Carvalho, W||Chinellato, J||Coelho, E||Da Costa, EM||Da Silveira, GG||De Jesus Damiao, D||Fonseca De Souza, S||Huertas Guativa, LM||Malbouisson, H||Melo De Almeida, M||Mora Herrera, C||Mundim, L||Nogima, H||Sanchez Rosas, LJ||Santoro, A||Sznajder, A||Thiel, M||Tonelli Manganote, EJ||Torres Da Silva De Araujo, F||Vilela Pereira, A||Ahuja, S||Bernardes, CA||Fernandez Perez Tomei, TR||Gregores, EM||Mercadante, PG||Novaes, SF||Padula, Sandra S||Romero Abad, D||Ruiz Vargas, JC||Aleksandrov, A||Hadjiiska, R||Iaydjiev, P||Misheva, M||Rodozov, M||Shopova, M||Sultanov, G||Dimitrov, A||Litov, L||Pavlov, B||Petkov, P||Fang, W||Gao, X||Yuan, L||Ahmad, M||Chen, GM||Chen, HS||Chen, M||Chen, Y||Jiang, CH||Leggat, D||Liao, H||Liu, Z||Romeo, F||Shaheen, SM||Spiezia, A||Tao, J||Thomas-Wilsker, J||Wang, C||Wang, Z||Yazgan, E||Zhang, H||Zhang, S||Zhao, J||Ban, Y||Chen, G||Li, J||Li, Q||Liu, S||Mao, Y||Qian, SJ||Wang, D||Xu, Z||Wang, Y||Avila, C||Cabrera, A||Carrillo Montoya, CA||Chaparro Sierra, LF||Florez, C||Gonzalez Hernandez, CF||Ruiz Alvarez, JD||Segura Delgado, MA||Courbon, B||Godinovic, N||Lelas, D||Puljak, I||Cipriano, PM Ribeiro||Sculac, T||Antunovic, Z||Kovac, M||Brigljevic, V||Ferencek, D||Kadija, K||Mesic, B||Starodumov, A||Susa, T||Ather, MW||Attikis, A||Mavromanolakis, G||Mousa, J||Nicolaou, C||Ptochos, F||Razis, PA||Rykaczewski, H||Finger, M||Finger, M Jr||Carrera Jarrin, E||El-Khateeb, E||Elgammal, S||Kamel, A Ellithi||Dewanjee, RK||Kadastik, M||Perrini, L||Raidal, M||Tiko, A||Veelken, C||Eerola, P||Kirschenmann, H||Pekkanen, J||Voutilainen, M||Havukainen, J||Heikkila, JK||Jarvinen, T||Karimaki, V||Kinnunen, R||Lampen, T||Lassila-Perini, K||Laurila, S||Lehti, S||Linden, T||Luukka, P||Siikonen, H||Tuominen, E||Tuominiemi, J||Tuuva, T||Besancon, M||Couderc, F||Dejardin, M||Denegri, D||Faure, JL||Ferri, F||Ganjour, S||Ghosh, S||Gras, P||de Monchenault, G Hamel||Jarry, P||Kucher, I||Leloup, C||Locci, E||Machet, M||Malcles, J||Negro, G||Rander, J||Rosowsky, A||Sahin, MO||Titov, M||Abdulsalam, A||Amendola, C||Antropov, I||Baffioni, S||Beaudette, F||Busson, P||Cadamuro, L||Charlot, C||de Cassagnac, R Granier||Jo, M||Lisniak, S||Lobanov, A||Blanco, J Martin||Nguyen, M||Ochando, C||Ortona, G||Paganini, P||Pigard, P||Salerno, R||Sauvan, JB||Sirois, Y||Leiton, AG Stahl||Strebler, T||Yilmaz, Y||Zabi, A||Zghiche, A||Agram, J-L||Andrea, J||Bloch, D||Brom, J-M||Buttignol, M||Chabert, EC||Chanon, N||Collard, C||Conte, E||Coubez, X||Fontaine, J-C||Gele, D||Goerlach, U||Jansova, M||Le Bihan, A-C||Tonon, N||Van Hove, P||Gadrat, S||Beauceron, S||Bernet, C||Boudoul, G||Chierici, R||Contardo, D||Depasse, P||El Mamouni, H||Fay, J||Finco, L||Gascon, S||Gouzevitch, M||Grenier, G||Ille, B||Lagarde, F||Laktineh, IB||Lethuillier, M||Mirabito, L||Pequegnot, AL||Perries, S||Popov, A||Sordini, V||Donckt, M Vander||Viret, S||Khvedelidze, A||Tsamalaidze, Z||Autermann, C||Feld, L||Kiesel, MK||Klein, K||Lipinski, M||Preuten, M||Schomakers, C||Schulz, J||Teroerde, M||Zhukov, V||Albert, A||Dietz-Laursonn, E||Duchardt, D||Endres, M||Erdmann, M||Erdweg, S||Esch, T||Fischer, R||Gueth, A||Hamer, M||Hebbeker, T||Heidemann, C||Hoepfner, K||Knutzen, S||Merschmeyer, M||Meyer, A||Millet, P||Mukherjee, S||Pook, T||Radziej, M||Reithler, H||Rieger, M||Scheuch, F||Teyssier, D||Thueer, S||Fluegge, G||Kargoll, B||Kress, T||Kuensken, A||Mueller, T||Nehrkorn, A||Nowack, A||Pistone, C||Pooth, O||Stahl, A||Martin, M Aldaya||Arndt, T||Asawatangtrakuldee, C||Beernaert, K||Behnke, O||Behrens, U||Martinez, A Bermudez||Bin Anuar, AA||Borras, K||Botta, V||Campbell, A||Connor, P||Contreras-Campana, C||Costanza, F||Defranchis, MM||Pardos, C Diez||Eckerlin, G||Eckstein, D||Eichhorn, T||Eren, E||Gallo, E||Garcia, J Garay||Geiser, A||Luyando, JM Grados||Grohsjean, A||Gunnellini, P||Guthoff, M||Harb, A||Hauk, J||Hempel, M||Jung, H||Kasemann, M||Keaveney, J||Kleinwort, C||Korol, I||Kruecker, D||Lange, W||Lelek, A||Lenz, T||Leonard, J||Lipka, K||Lohmann, W||Mankel, R||Melzer-Pellmann, I-A||Meyer, AB||Mittag, G||Mnich, J||Mussgiller, A||Ntomari, E||Pitzl, D||Raspereza, A||Savitskyi, M||Saxena, P||Shevchenko, R||Spannagel, S||Stefaniuk, N||Van Onsem, GP||Walsh, R||Wen, Y||Wichmann, K||Wissing, C||Zenaiev, O||Aggleton, R||Bein, S||Blobel, V||Vignali, M Centis||Dreyer, T||Garutti, E||Gonzalez, D||Haller, J||Hinzmann, A||Hoffmann, M||Karavdina, A||Klanner, R||Kogler, R||Kovalchuk, N||Kurz, S||Lapsien, T||Marconi, D||Meyer, M||Niedziela, M||Nowatschin, D||Pantaleo, F||Peiffer, T||Perieanu, A||Scharf, C||Schleper, P||Schmidt, A||Schumann, S||Schwandt, J||Sonneveld, J||Stadie, H||Steinbrueck, G||Stober, FM||Stoever, M||Tholen, H||Troendle, D||Usai, E||Vanhoefer, A||Vormwald, B||Akbiyik, M||Barth, C||Baselga, M||Baur, S||Butz, E||Caspart, R||Chwalek, T||Colombo, F||De Boer, W||Dierlamm, A||El Morabit, K||Faltermann, N||Freund, B||Friese, R||Giffels, M||Harrendorf, MA||Hartmann, F||Heindl, SM||Husemann, U||Kassel, F||Kudella, S||Mildner, H||Mozer, MU||Mueller, Th||Plagge, M||Quast, G||Rabbertz, K||Schroeder, M||Shvetsov, I||Sieber, G||Simonis, HJ||Ulrich, R||Wayand, S||Weber, M||Weiler, T||Williamson, S||Woehrmann, C||Wolf, R||Anagnostou, G||Daskalakis, G||Geralis, T||Kyriakis, A||Loukas, D||Topsis-Giotis, 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S||Majumdar, N||Modak, A||Mondal, K||Mukhopadhyay, S||Nandan, S||Purohit, A||Roy, A||Chowdhury, S Roy||Sarkar, S||Sharan, M||Thakur, S||Behera, PK||Chudasama, R||Dutta, D||Jha, V||Kumar, V||Mohanty, AK||Netrakanti, PK||Pant, LM||Shukla, P||Topkar, A||Aziz, T||Dugad, S||Mahakud, B||Mitra, S||Mohanty, GB||Sur, N||Sutar, B||Banerjee, S||Bhattacharya, S||Chatterjee, S||Das, P||Guchait, M||Jain, Sa||Kumar, S||Maity, M||Majumder, G||Mazumdar, K||Sarkar, T||Wickramage, N||Chauhan, S||Dube, S||Hegde, V||Kapoor, A||Kothekar, K||Pandey, S||Rane, A||Sharma, S||Chenarani, S||Tadavani, E Eskandari||Etesami, SM||Khakzad, M||Najafabadi, M Mohammadi||Naseri, M||Mehdiabadi, S Paktinat||Hosseinabadi, F Rezaei||Safarzadeh, B||Zeinali, M||Felcini, M||Grunewald, M||Abbrescia, M||Calabria, C||Colaleo, A||Creanza, D||Cristella, L||De Filippis, N||De Palma, M||Errico, F||Fiore, L||Iaselli, G||Lezki, S||Maggi, G||Maggi, M||Miniello, G||My, S||Nuzzo, S||Pompili, A||Pugliese, G||Radogna, R||Ranieri, A||Selvaggi, G||Sharma, A||Silvestris, L||Venditti, R||Verwilligen, P||Abbiendi, G||Battilana, C||Bonacorsi, D||Borgonovi, L||Braibant-Giacomelli, S||Campanini, R||Capiluppi, P||Castro, A||Cavallo, FR||Chhibra, SS||Codispoti, G||Cuffiani, M||Dallavalle, GM||Fabbri, F||Fanfani, A||Fasanella, D||Giacomelli, P||Grandi, C||Guiducci, L||Marcellini, S||Masetti, G||Montanari, A||Navarria, FL||Perrotta, A||Rossi, AM||Rovelli, T||Siroli, GP||Tosi, N||Albergo, S||Costa, S||Di Mattia, A||Giordano, F||Potenza, R||Tricomi, A||Tuve, C||Barbagli, G||Chatterjee, K||Ciulli, V||Civinini, C||D'Alessandro, R||Focardi, E||Lenzi, P||Meschini, M||Paoletti, S||Russo, L||Sguazzoni, G||Strom, D||Viliani, L||Benussi, L||Bianco, S||Fabbri, F||Piccolo, D||Primavera, F||Calvelli, V||Ferro, F||Ravera, F||Robutti, E||Tosi, S||Benaglia, A||Beschi, A||Brianza, L||Brivio, F||Ciriolo, V||Dinardo, ME||Fiorendi, S||Gennai, S||Ghezzi, A||Govoni, P||Malberti, M||Malvezzi, S||Manzoni, RA||Menasce, D||Moroni, L||Paganoni, M||Pauwels, K||Pedrini, D||Pigazzini, S||Ragazzi, S||de Fatis, T Tabarelli||Buontempo, S||Cavallo, N||Di Guida, S||Fabozzi, F||Fienga, F||Iorio, AOM||Khan, WA||Lista, L||Meola, S||Paolucci, P||Sciacca, C||Thyssen, F||Azzi, P||Bacchetta, N||Benato, L||Bisello, D||Boletti, A||Checchia, P||Dall'Osso, M||Manzano, P De Castro||Dorigo, T||Dosselli, U||Fanzago, F||Gasparini, F||Gasparini, U||Gozzelino, A||Lacaprara, S||Lujan, P||Margoni, M||Meneguzzo, AT||Pozzobon, N||Ronchese, P||Rossin, R||Simonetto, F||Torassa, E||Ventura, S||Zanetti, M||Zotto, P||Braghieri, A||Magnani, A||Montagna, P||Ratti, SP||Re, V||Ressegotti, M||Riccardi, C||Salvini, P||Vai, I||Vitulo, P||Solestizi, L Alunni||Biasini, M||Bilei, GM||Cecchi, C||Ciangottini, D||Fano, L||Leonardi, R||Manoni, E||Mantovani, G||Mariani, V||Menichelli, M||Rossi, A||Santocchia, A||Spiga, D||Androsov, K||Azzurri, P||Bagliesi, G||Boccali, T||Borrello, L||Castaldi, R||Ciocci, MA||Dell'Orso, R||Fedi, G||Giannini, L||Giassi, A||Grippo, MT||Ligabue, F||Lomtadze, T||Manca, E||Mandorli, G||Messineo, A||Palla, F||Rizzi, A||Savoy-Navarro, A||Spagnolo, P||Tenchini, R||Tonelli, G||Venturi, A||Verdini, PG||Barone, L||Cavallari, F||Cipriani, M||Daci, N||Del Re, D||Di Marco, E||Diemoz, M||Gelli, S||Longo, E||Margaroli, F||Marzocchi, B||Meridiani, P||Organtini, G||Paramatti, R||Preiato, F||Rahatlou, S||Rovelli, C||Santanastasio, F||Amapane, N||Arcidiacono, R||Argiro, S||Arneodo, M||Bartosik, N||Bellan, R||Biino, C||Cartiglia, N||Cenna, F||Costa, M||Covarelli, R||Degano, A||Demaria, N||Kiani, B||Mariotti, C||Maselli, S||Migliore, E||Monaco, V||Monteil, E||Monteno, M||Obertino, MM||Pacher, L||Pastrone, N||Pelliccioni, M||Angioni, GL Pinna||Romero, A||Ruspa, M||Sacchi, R||Shchelina, K||Sola, V||Solano, A||Staiano, A||Traczyk, P||Belforte, S||Casarsa, M||Cossutti, F||Della Ricca, G||Zanetti, A||Kim, DH||Kim, GN||Kim, MS||Lee, J||Lee, S||Lee, SW||Moon, CS||Oh, YD||Sekmen, S||Son, DC||Yang, YC||Lee, A||Kim, H||Moon, DH||Oh, G||Cifuentes, JA Brochero||Goh, J||Kim, TJ||Cho, S||Choi, S||Go, Y||Gyun, D||Ha, S||Hong, B||Jo, Y||Kim, Y||Lee, K||Lee, KS||Lee, S||Lim, J||Park, SK||Roh, Y||Almond, J||Kim, J||Kim, JS||Lee, H||Lee, K||Nam, K||Oh, SB||Radburn-Smith, BC||Seo, SH||Yang, UK||Yoo, HD||Yu, GB||Kim, H||Kim, JH||Lee, JSH||Park, IC||Choi, Y||Hwang, C||Lee, J||Yu, I||Dudenas, V||Juodagalvis, A||Vaitkus, J||Ahmed, I||Ibrahim, ZA||Ali, MAB Md||Idris, F Mohamad||Abdullah, WAT Wan||Yusli, MN||Zolkapli, Z||Reyes-Almanza, R||Ramirez-Sanchez, G||Duran-Osuna, MC||Castilla-Valdez, H||De La Cruz-Burelo, E||Heredia-De La Cruz, I||Rabadan-Trejo, RI||Lopez-Fernandez, R||Mejia Guisao, J||Sanchez-Hernandez, A||Carrillo Moreno, S||Oropeza Barrera, C||Vazquez Valencia, F||Eysermans, J||Pedraza, I||Salazar Ibarguen, HA||Uribe Estrada, C||Morelos Pineda, A||Krofcheck, D||Butler, PH||Ahmad, A||Ahmad, M||Hassan, Q||Hoorani, HR||Saddique, A||Shah, MA||Shoaib, M||Waqas, M||Bialkowska, H||Bluj, M||Boimska, B||Frueboes, T||Gorski, M||Kazana, M||Nawrocki, K||Szleper, M||Zalewski, P||Bunkowski, K||Byszuk, A||Doroba, K||Kalinowski, A||Konecki, M||Krolikowski, J||Misiura, M||Olszewski, M||Pyskir, A||Walczak, M||Bargassa, P||Beirao Da Cruz E Silva, C||Di Francesco, A||Faccioli, P||Galinhas, B||Gallinaro, M||Hollar, J||Leonardo, N||Iglesias, L Lloret||Nemallapudi, MV||Seixas, J||Strong, G||Toldaiev, O||Vadruccio, D||Varela, J||Baginyan, A||Golunov, A||Golutvin, I||Kamenev, A||Karjavin, V||Kashunin, I||Korenkov, V||Kozlov, G||Lanev, A||Malakhov, A||Matveev, V||Palichik, V||Perelygin, V||Shmatov, S||Smirnov, V||Trofimov, V||Yuldashev, BS||Zarubin, A||Ivanov, Y||Kim, V||Kuznetsova, E||Levchenko, P||Murzin, V||Oreshkin, V||Smirnov, I||Sosnov, D||Sulimov, V||Uvarov, L||Vavilov, S||Vorobyev, A||Andreev, Yu||Dermenev, A||Gninenko, S||Golubev, N||Karneyeu, A||Kirsanov, M||Krasnikov, N||Pashenkov, A||Tlisov, D||Toropin, A||Epshteyn, V||Gavrilov, V||Lychkovskaya, N||Popov, V||Pozdnyakov, I||Safronov, G||Spiridonov, A||Stepennov, A||Toms, M||Vlasov, E||Zhokin, A||Aushev, T||Bylinkin, A||Chistov, R||Danilov, M||Parygin, P||Philippov, D||Polikarpov, S||Tarkovskii, E||Andreev, V||Azarkin, M||Dremin, I||Kirakosyan, M||Terkulov, A||Baskakov, A||Belyaev, A||Boos, E||Dubinin, M||Dudko, L||Ershov, A||Gribushin, A||Klyukhin, V||Kodolova, O||Lokhtin, I||Miagkov, I||Obraztsov, S||Petrushanko, S||Savrin, V||Snigirev, A||Blinov, V||Shtol, D||Skovpen, Y||Azhgirey, I||Bayshev, I||Bitioukov, S||Elumakhov, D||Godizov, A||Kachanov, V||Kalinin, A||Konstantinov, D||Mandrik, P||Petrov, V||Ryutin, R||Sobol, A||Troshin, S||Tyurin, N||Uzunian, A||Volkov, A||Adzic, P||Cirkovic, P||Devetak, D||Dordevic, M||Milosevic, J||Rekovic, V||Alcaraz Maestre, J||Bachiller, I||Barrio Luna, M||Cerrada, M||Colino, N||De la Cruz, B||Delgado Peris, A||Fernandez Bedoya, C||Fernandez Ramos, JP||Flix, J||Fouz, MC||Gonzalez Lopez, O||Goy Lopez, S||Hernandez, JM||Josa, MI||Moran, D||Perez-Calero Yzquierdo, A||Puerta Pelayo, J||Quintario Olmeda, A||Redondo, I||Romero, L||Soares, MS||Alvarez Fernandez, A||Albajar, C||de Troconiz, JF||Missiroli, M||Cuevas, J||Erice, C||Fernandez Menendez, J||Gonzalez Caballero, I||Gonzalez Fernandez, JR||Palencia Cortezon, E||Sanchez Cruz, S||Vischia, P||Vizan Garcia, JM||Cabrillo, IJ||Calderon, A||Chazin Quero, B||Curras, E||Duarte Campderros, J||Fernandez, M||Garcia-Ferrero, J||Gomez, G||Lopez Virto, A||Marco, J||Martinez Rivero, C||Ruiz del Arbol, P Martinez||Matorras, F||Piedra Gomez, J||Rodrigo, T||Ruiz-Jimeno, A||Scodellaro, L||Trevisani, N||Vila, I||Vilar Cortabitarte, R||Abbaneo, D||Akgun, B||Auffray, E||Baillon, P||Ball, AH||Barney, D||Bendavid, J||Bianco, M||Bloch, P||Bocci, A||Botta, C||Camporesi, T||Castello, R||Cepeda, M||Cerminara, G||Chapon, E||Chen, Y||d'Enterria, D||Dabrowski, A||Daponte, V||David, A||De Gruttola, M||De Roeck, A||Deelen, N||Dobson, M||du Pree, T||Duenser, M||Dupont, N||Elliott-Peisert, A||Everaerts, P||Fallavollita, F||Franzoni, G||Fulcher, J||Funk, W||Gigi, D||Gilbert, 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publication date

  • May 2018