An embedding technique to determine backgrounds in proton-proton collision data Academic Article uri icon

abstract

  • 2019 CERN for the benefit of the CMS collaboration. Published by IOP Publishing Ltd on behalf of Sissa Medialab. Original content from this work may be used under the terms of the Creative Commons Attribution 3.0 licence. An embedding technique is presented to estimate standard model it backgrounds from data with minimal simulation input. In the data, the muons are removed from reconstructed nn events and replaced with simulated tau leptons with the same kinematic properties. In this way, a set of hybrid events is obtained that does not rely on simulation except for the decay of the tau leptons. The challenges in describing the underlying event or the production of associated jets in the simulation are avoided. The technique described in this paper was developed for CMS. Its validation and the inherent uncertainties are also discussed. The demonstration of the performance of the technique is based on a sample of proton-proton collisions collected by CMS in 2017 at s = 13 TeV corresponding to an integrated luminosity o 41.5 fb-1.

published proceedings

  • JOURNAL OF INSTRUMENTATION

altmetric score

  • 1

author list (cited authors)

  • Sirunyan, A. M., Tumasyan, A., Adam, W., Ambrogi, F., Asilar, E., Bergauer, T., ... Smith, W. H.

citation count

  • 13

complete list of authors

  • Sirunyan, AM||Tumasyan, A||Adam, W||Ambrogi, F||Asilar, E||Bergauer, T||Brandstetter, J||Dragicevic, M||Eroe, J||Del Valle, A Escalante||Flechl, M||Fruehwirth, R||Ghete, VM||Hrubec, J||Jeitler, M||Krammer, N||Kraetschmer, I||Liko, D||Madlener, T||Mikulec, I||Rad, N||Rohringer, H||Schieck, J||Schoefbeck, R||Spanring, M||Spitzbart, D||Taurok, A||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||Pieters, M||Van Haevermaet, H||Van Mechelen, P||Van Remortel, N||Blekman, F||D'Hondt, J||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||Kalsi, AK||Luetic, J||Popov, A||Postiau, N||Starling, E||Thomas, L||Vander Velde, C||Vanlaer, P||Vannerom, D||Wang, Q||Cornelis, T||Dobur, D||Fagot, A||Gul, M||Khvastunov, I||Roskas, C||Trocino, D||Tytgat, M||Verbeke, W||Vermassen, B||Vit, M||Zaganidis, N||Bakhshiansohi, H||Bondu, O||Bruno, G||Caputo, C||David, P||Delaere, C||Delcourt, M||Giammanco, A||Krintiras, G||Lemaitre, V||Magitteri, A||Piotrzkowski, K||Saggio, A||Marono, M Vidal||Vischi, P||Zobec, J||Alves, FL||Alves, GA||Correia Silva, G||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||De Oliveira Martins, C||Fonseca De Souza, S||Malbouisson, H||Matos Figueiredo, D||Melo De Almeida, M||Mora Herrera, C||Mundim, L||Nogima, H||Prado Da Silva, WL||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||Calligaris, L||Fernandez Perez Tomei, TR||Gregores, EM||Mercadante, PG||Novaes, SF||Padula, Sandra S||Aleksandrov, A||Hadjiiska, R||Iaydjiev, P||Marinov, A||Misheva, M||Rodozov, M||Shopova, M||Sultanov, G||Dimitrov, A||Litov, L||Pavlov, B||Petkov, P||Fang, W||Gao, X||Yuan, L||Ahmad, M||Bian, JG||Chen, GM||Chen, HS||Chen, M||Chen, Y||Jiang, CH||Leggat, D||Liao, H||Liu, Z||Shaheen, SM||Spiezia, A||Tao, J||Yazgan, E||Zhang, H||Zhang, S||Zhao, J||Ban, Y||Chen, G||Levin, A||Li, J||Li, L||Li, Q||Mao, Y||Qian, SJ||Wang, D||Wang, Y||Avila, C||Cabrera, A||Carrillo Montoya, CA||Chaparro Sierra, LF||Florez, C||Gonzalez Hernandez, CF||Segura Delgado, MA||Godinovic, N||Lelas, D||Puljak, I||Sculac, T||Antunovic, Z||Kovac, M||Brigljevic, V||Ferencek, D||Kadija, K||Mesic, B||Starodumov, A||Susa, T||Ather, MW||Attikis, A||Kolosova, M||Mavromanolakis, G||Mousa, J||Nicolaou, C||Ptochos, F||Razis, PA||Rykaczewski, H||Finger, M||Finger Jr, M Jr||Ayala, E||Carrera Jarrin, E||Ellithi Kamel, A||Mahmoud, MA||Salama, E||Bhowmik, S||De Oliveira, A Carvalho Antunes||Dewanjee, RK||Ehataht, K||Kadastik, M||Raidal, M||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||Maenpaa, T||Siikonen, H||Tuominen, E||Tuominiemi, J||Tuuva, T||Besancon, M||Couderc, F||Dejardin, M||Denegri, D||Faure, JL||Ferri, F||Ganjour, S||Givernaud, A||Gras, P||de Monchenault, G Hamel||Jarry, P||Leloup, C||Locci, E||Malcles, J||Negro, G||Rander, J||Rosowsky, A||Sahin, MO||Titov, M||Abdulsalam, A||Amendola, C||Antropov, I||Beaudette, F||Busson, P||Charlot, C||Diab, B||de Cassagnac, R Granier||Kucher, I||Lobanov, A||Blanco, J Martin||Nguyen, M||Ochando, C||Ortona, G||Paganini, P||Pigard, P||Salerno, R||Sauvan, JB||Sirois, Y||Leiton, AG Stahl||Zabi, A||Zghiche, A||Agram, J-L||Andrea, J||Bloch, D||Brom, J-M||Chabert, EC||Cherepanov, V||Collard, C||Conte, E||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||Chanon, N||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||Lattaud, H||Lethuillier, M||Mirabito, L||Perries, S||Sordini, V||Vander Donckt, M||Viret, S||Khvedelidze, A||Tsamalaidze, Z||Autermann, C||Feld, L||Kiesel, MK||Klein, K||Lipinski, M||Preuten, M||Rauch, MP||Schomakers, C||Schulz, J||Teroerde, M||Wittmer, B||Albert, A||Erdmann, M||Erdweg, S||Fischer, R||Fischer, S||Guth, A||Hebbeker, T||Heidemann, C||Hoepfner, K||Keller, H||Mastrolorenzo, L||Merschmeyer, M||Meyer, A||Millet, P||Mukherjee, S||Pook, T||Radziej, M||Reithler, H||Rieger, M||Scheuch, F||Schmidt, A||Teyssier, D||Thueer, S||Fluegge, G||Hlushchenko, O||Kress, T||Mueller, T||Nehrkorn, A||Nowack, A||Pistone, C||Pooth, O||Roy, D||Sert, H||Stahl, A||Martin, M Aldaya||Arndt, T||Asawatangtrakuldee, C||Babounikau, I||Beernaert, K||Behnke, O||Behrens, U||Martinez, A Bermudez||Bertsche, D||Bin Anuar, AA||Borras, K||Botta, V||Campbell, A||Connor, P||Contreras-Campana, C||Danilov, V||De Wit, A||Defranchis, MM||Pardos, C Diez||Damiani, D Dominguez||Eckerlin, G||Eichhorn, T||Elwood, A||Eren, E||Gallo, E||Geiser, A||Luyando, JM Grados||Grohsjean, A||Guthoff, M||Haranko, M||Harb, A||Jung, H||Kasemann, M||Keaveney, J||Kleinwort, C||Knolle, J||Kruecker, D||Lange, W||Lenz, T||Lipka, K||Lohmann, W||Mankel, R||Melzer-Pellmann, I-A||Meyer, AB||Meyer, M||Missiroli, M||Mittag, G||Mnich, J||Myronenko, V||Pflitsch, SK||Pitzl, D||Raspereza, A||Savitskyi, M||Saxena, P||Schuetze, P||Schwanenberger, C||Shevchenko, R||Singh, A||Tholen, H||Turkot, O||Vagnerini, A||Van Onsem, GP||Walsh, R||Wen, Y||Wichmann, K||Wissing, C||Zenaiev, O||Aggleton, R||Bein, S||Benato, L||Benecke, A||Blobel, V||Dreyer, T||Ebrahimi, A||Garutti, E||Gonzalez, D||Haller, J||Hinzmann, A||Karavdina, A||Kasieczka, G||Klanner, R||Kogler, R||Kovalchuk, N||Kurz, S||Kutzner, V||Lange, J||Marconi, D||Multhaup, J||Niedziela, 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G||Iorio, AOM||Lista, L||Meola, S||Paolucci, P||Sciacca, C||Voevodina, E||Azzi, P||Bacchetta, N||Bisello, D||Boletti, A||Bragagnolo, A||Carlin, R||Checchia, P||Dall'Osso, M||Manzano, P De Castro||Dorigo, T||Dosselli, U||Gasparini, F||Gasparini, U||Gozzelino, A||Hoh, SY||Lacaprara, S||Lujan, P||Margoni, M||Meneguzzo, AT||Pazzini, J||Ronchese, P||Rossin, R||Simonetto, F||Tiko, A||Torassa, E||Zanetti, M||Zotto, P||Zumerle, G||Braghieri, A||Magnani, A||Montagna, P||Ratti, SP||Re, V||Ressegotti, M||Riccardi, C||Salvini, P||Vai, I||Vitulo, P||Biasini, M||Bilei, GM||Cecchi, C||Ciangottini, D||Fano, L||Lariccia, P||Leonardi, R||Manoni, E||Mantovani, G||Mariani, V||Menichelli, M||Rossi, A||Santocchia, A||Spiga, D||Androsov, K||Azzurri, P||Bagliesi, G||Bianchini, L||Boccali, T||Borrello, L||Castaldi, R||Ciocci, MA||Dell'Orso, R||Fedi, G||Fiori, F||Giannini, L||Giassi, A||Grippo, MT||Ligabue, F||Manca, E||Mandorli, G||Messineo, A||Palla, F||Rizzi, A||Spagnolo, P||Tenchini, R||Tonelli, G||Venturi, A||Verdini, PG||Barone, L||Cavallari, F||Cipriani, M||Del Re, D||Di Marco, E||Diemoz, M||Gelli, S||Longo, E||Marzocchi, B||Meridiani, P||Organtini, G||Pandolfi, F||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||Cometti, S||Costa, M||Covarelli, R||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||Soldi, D||Staiano, A||Belforte, S||Candelise, V||Casarsa, M||Cossutti, F||Della Ricca, G||Vazzoler, F||Zanetti, A||Kim, DH||Kim, GN||Kim, MS||Lee, J||Lee, S||Lee, SW||Moon, CS||Oh, YD||Sekmen, S||Son, DC||Yang, YC||Kim, H||Moon, DH||Oh, G||Goh, J||Kim, TJ||Cho, S||Choi, S||Go, Y||Gyun, D||Ha, S||Hong, B||Jo, Y||Lee, K||Lee, KS||Lim, J||Park, SK||Roh, Y||Kim, HS||Almond, J||Kim, J||Kim, JS||Lee, H||Nam, K||Oh, SB||Radburn-Smith, BC||Seo, SH||Yang, UK||Yoo, HD||Yu, GB||Jeon, D||Kim, JH||Lee, JSH||Park, IC||Choi, Y||Hwang, C||Yu, I||Veckalns, V||Dudenas, V||Juodagalvis, A||Vaitkus, J||Ibrahim, ZA||Ali, MAB Md||Idris, F Mohamad||Abdullah, WAT Wan||Yusli, MN||Zolkapli, Z||Benitez, JF||Castaneda Hernandez, A||Murillo Quijada, JA||Castilla-Valdez, H||De La Cruz-Burelo, E||Duran-Osuna, MC||Heredia-De La Cruz, I||Lopez-Fernandez, R||Guisao, J Mejia||Rabadan-Trejo, RI||Ramirez-Sanchez, G||Reyes-Almanza, R||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||Bheesette, S||Butler, PH||Ahmad, A||Asghar, MI||Hassan, Q||Hoorani, HR||Khan, WA||Shah, MA||Shoaib, M||Waqas, M||Bialkowska, H||Bluj, M||Boimska, B||Frueboes, T||Gorski, M||Kazana, M||Nawrocki, K||Szleper, M||Traczyk, P||Zalewski, P||Bunkowski, K||Byszuk, A||Doroba, K||Kalinowski, A||Konecki, M||Krolikowski, J||Misiura, M||Olszewski, M||Pyskir, A||Walczak, M||Araujo, M||Bargassa, P||Beirao Da Cruz E Silva, C||Di Francesco, A||Faccioli, P||Galinhas, B||Gallinaro, M||Hollar, J||Leonardo, N||Seixas, J||Strong, G||Toldaiev, O||Vadruccio, D||Varela, J||Afanasiev, S||Bunin, P||Gavrilenko, M||Golutvin, I||Karjavine, V||Lanev, A||Malakhov, A||Matveev, V||Moisenz, P||Palichik, V||Perelygin, V||Shmatov, S||Shulha, S||Skatchkov, N||Smirnov, V||Voytishin, N||Zarubin, A||Golovtsov, V||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||Stolin, V||Toms, M||Vlasov, E||Zhokin, A||Aushev, T||Chadeeva, M||Parygin, P||Popova, E||Rusinov, V||Andreev, V||Azarkin, M||Dremin, I||Kirakosyan, M||Terkulov, A||A, Belyaev||Boos, E||Dubinin, M||Ershov, A||Gribushin, A||Klyukhin, V||Kodolova, O||Lokhtin, I||Obraztsov, S||Perfilov, M||Savrin, V||Barnyakov, A||Blinov, V||Dimova, T||Kardapoltsev, L||Skovpen, Y||Azhgirey, I||Bayshev, I||Bitioukov, S||Elumakhov, D||Godizov, A||Kachanov, V||Kalinin, A||Konstantinov, D||Mandrik, P||Petrov, V||Ryutin, R||Slabospitskii, S||Sobol, A||Troshin, S||Tyurin, N||Uzunian, A||Volkov, A||Babaev, A||Baidali, S||Okhotnikov, V||Adzic, P||Cirkovic, P||Devetak, D||Dordevic, M||Milosevic, J||Alcaraz Maestre, J||Alvarez Fernandez, A||Bachiller, I||Barrio Luna, M||Brochero Cifuentes, JA||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||Redondo, I||Romero, L||Soares, MS||Triossi, A||Albajar, C||de Troconiz, JF||Cuevas, J||Erice, C||Fernandez Menendez, J||Folgueras, S||Gonzalez Caballero, I||Gonzalez Fernandez, JR||Palencia Cortezon, E||Rodriguez Bouza, V||Sanchez Cruz, S||Vischia, P||Vizan Garcia, JM||Cabrillo, IJ||Calderon, A||Chazin Quero, B||Duarte Campderros, J||Fernandez, M||Fernandez Manteca, PJ||Garcia Alonso, A||Garcia-Ferrero, J||Gomez, G||Lopez Virto, A||Marco, J||Martinez Rivero, C||Martinez Ruiz del Arbol, P||Matorras, F||Piedra Gomez, J||Prieels, C||Rodrigo, T||Ruiz-Jimeno, A||Scodellaro, L||Trevisani, N||Vila, I||Vilar Cortabitarte, R||Wickramage, N||Abbaneo, D||Akgun, B||Auffray, E||Baillon, P||Ball, AH||Barney, D||Bendavid, J||Bianco, M||Bocci, A||Botta, C||Brondolin, E||Camporesi, T||Cepeda, M||Cerminara, G||Chapon, E||Cucciati, G||d'Enterria, D||Dabrowski, A||Daponte, V||David, A||De Roeck, A||Deelen, N||Dobson, M||Dunser, M||Dupont, N||Elliott-Peisert, A||Everaerts, P||Fallavollita, F||Fasanella, D||Franzoni, G||Fulcher, J||Funk, W||Gigi, D||Gilbert, A||Gill, K||Glege, F||Guilbaud, M||Gulhan, D||Hegeman, J||Innocente, V||Jafari, A||Janot, P||Karacheban, O||Kieseler, J||Kornmayer, A||Krammer, M||Lange, C||Lecoq, P||Lourenco, C||Malgeri, L||Mannelli, M||Meijers, F||Merlin, JA||Mersi, S||Meschi, E||Moortgat, F||Mulders, M||Ngadiuba, J||Nourbakhsh, S||Orfanelli, S||Orsini, L||Pantaleo, F||Pape, L||Perez, E||Peruzzi, M||Petrilli, A||Petrucciani, G||Pfeiffer, A||Pierini, M||Pitters, FM||Rabady, D||Racz, A||Rovere, M||Sakulin, H||Schafer, C||Schwick, C||Selvaggi, M||Silva, P||Sphicas, P||Stakia, A||Steggemann, J||Treille, D||Tsirou, A||Veckalns, V||Zeuner, WD||Caminada, L||Deiters, K||Erdmann, W||Horisberger, R||Ingram, Q||Kaestli, HC||Kotlinski, D||Langenegger, U||Rohe, T||Wiederkehr, SA||Backhaus, M||Bani, L||Berger, P||Chernyayskaya, N||Dissertori, G||Dittmar, M||Donega, M||Dorfer, C||Gomez Espinosa, TA||Grab, C||Hits, D||Klijnsma, T||Lustermann, W||Manzoni, RA||Marionneau, M||Meinhard, MT||Micheli, F||Musella, P||Nessi-Tedaldi, F||Pata, J||Pauss, F||Perrin, G||Perrozzi, L||Pigazzini, S||Reissel, C||Ruini, D||Becerra, DA Sanz||Schonenberger, M||Shchutska, L||Tavolaro, VR||Theofilatos, K||Olsson, ML Vesterbacka||Wallny, R||Zhu, DH||Aarrestad, TK||Amsler, C||Brzhechko, D||Canelli, MF||De Cosa, A||Del Burgo, R||Donato, S||Galloni, C||Hreus, T||Kilminster, B||Leontsinis, S||Mikuni, VM||Neutelings, I||Rauco, G||Robmann, P||Salerno, D||Schweiger, K||Seitz, C||Takahashi, Y||Zucchetta, A||Doan, TH||Kuo, CM||Lin, W||Yu, SS||Chang, P||Chao, Y||Chen, KF||Chen, PH||Hou, W-S||Liu, YF||Lu, R-S||Paganis, E||Psallidas, A||Steen, A||Asavapibhop, B||Srimanobhas, N||Suwonjandee, N||Bakirci, MN||Bat, A||Boran, F||Damarseckin, S||Demiroglu, ZS||Dolek, F||Dozen, C||Dumanoglu, I||Girgis, S||Guler, EmineGurpinar||Guler, Y||Hos, I||Isik, C||Kangal, EE||Kara, O||Kiminsu, U||Oglakci, M||Onengut, G||Ozdemir, K||Tali, B||Tok, UG||Topakli, H||Turkcapar, S||Zorbakir, IS||Zorbilmez, C||Isildak, B||Karapinar, G||Yalvac, M||Zeyrek, M||Atakisi, IO||Gulmez, E||Kaya, M||Kaya, O||Ozkorucuklu, S||Tekten, 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N||Winterbottom, D||Wright, J||Zenz, SC||Cole, JE||Hobson, PR||Khan, A||Kyberd, P||Mackay, CK||Morton, A||Reid, ID||Teodorescu, L||Zahid, S||Call, K||Dittmann, J||Hatakeyama, K||Liu, H||Madrid, C||McMaster, B||Pastika, N||Smith, C||Bartek, R||Dominguez, A||Buccilli, A||Cooper, SI||Henderson, C||Rumerio, P||West, C||Arcaro, D||Bose, T||Gastler, D||Pinna, D||Richardson, C||Rohlf, J||Sulak, L||Zou, D||Benelli, G||Coubez, X||Cutts, D||Hadley, M||Hakala, J||Heintz, U||Hogan, JM||Kwok, KHM||Laird, E||Landsberg, G||Mao, Z||Narain, M||Piperov, S||Sagir, S||Syarif, R||Usai, E||Yu, D||Band, R||Brainerd, C||Breedon, R||Sanchez, M Calderon De La Barca||Chertok, M||Conway, J||Conway, R||Cox, PT||Erbacher, R||Flores, C||Funk, G||Ko, W||Kukral, O||Lander, R||Mulhearn, M||Pellett, D||Pilot, J||Shalhout, S||Shi, M||Stolp, D||Taylor, D||Tos, K||Tripathi, M||Zhang, F||Bachtis, M||Bravo, C||Cousins, R||Dasgupta, A||Florent, A||Hauser, J||Ignatenko, M||Mccoll, N||Regnard, S||Saltzberg, D||Schnaible, C||Valuev, V||Bouvier, E||Burt, K||Clare, R||Gary, JW||Shirazi, SMA Ghiasi||Hanson, G||Karapostoli, G||Kennedy, E||Lacroix, F||Long, OR||Negrete, M Olmedo||Paneva, MI||Si, W||Wang, L||Wei, H||Wimpenny, S||Yates, BR||Branson, JG||Cittolin, S||Derdzinski, M||Gerosa, R||Gilbert, D||Hashemi, B||Holzner, A||Klein, D||Kole, G||Krutelyov, V||Letts, J||Masciovecchio, M||May, S||Olivito, D||Padhi, S||Pieri, M||Sharma, V||Tadel, M||Wood, J||Wurthwein, F||Yagil, A||Della Porta, G Zevi||Amin, N||Bhandari, R||Campagnari, C||Citron, M||Dutta, V||Sevilla, M Franco||Gouskos, L||Heller, R||Incandela, J||Ovcharova, A||Qu, H||Richman, J||Stuart, D||Suarez, I||Wang, S||Yoo, J||Anderson, D||Bomheim, A||Lawhorn, JM||Newman, HB||Nguyen, TQ||Spiropulu, M||Vlimant, JR||Wilkinson, R||Xie, S||Zhang, Z||Zhu, RY||Andrews, MB||Ferguson, T||Mudholkar, T||Paulini, M||Sun, M||Vorobiev, I||Weinberg, M||Cumalat, JP||Ford, WT||Jensen, F||Johnson, A||Krohn, M||MacDonald, E||Mulholland, T||Stenson, K||Ulmer, KA||Wagner, SR||Alexander, J||Chaves, J||Cheng, Y||Chu, J||Datta, A||Mcdermott, K||Mirman, N||Patterson, JR||Quach, D||Rinkevicius, A||Ryd, A||Skinnari, L||Soffi, L||Tan, SM||Tao, Z||Thom, J||Tucker, J||Wittich, P||Zientek, M||Abdullin, S||Albrow, M||Alyari, M||Apollinari, G||Apresyan, A||Apyan, A||Bauerdick, LAT||Beretvas, A||Berryhill, J||Bhat, PC||Bolla, G||Burkett, K||Butler, JN||Canepa, A||Cerati, GB||Cheung, HWK||Chlebana, F||Cremonesi, M||Duarte, J||Elvira, VD||Freeman, J||Gecse, Z||Gottschalk, E||Gray, L||Green, D||Grunendahl, S||Gutsche, O||Hanlon, J||Harris, RM||Hasegawa, S||Hirschauer, J||Hu, Z||Jayatilaka, B||Jindariani, S||Johnson, M||Joshi, U||Klima, B||Kortelainen, MJ||Kreis, B||Lammel, S||Lincoln, D||Lipton, R||Liu, M||Liu, T||Lykken, J||Maeshima, K||Marraffino, JM||Mason, D||McBride, P||Merkel, P||Mrenna, S||Nahn, S||O'Dell, V||Pedro, K||Pena, C||Prokofyev, O||Rakness, G||Ristori, L||Savoy-Navarro, A||Schneider, B||Sexton-Kennedy, E||Soha, A||Spalding, WJ||Spiegel, L||Stoynev, S||Strait, J||Strobbe, N||Taylor, L||Tkaczyk, S||Tran, NV||Uplegger, L||Vaandering, EW||Vernieri, C||Verzocchi, M||Vidal, R||Wang, M||Weber, HA||Whitbeck, A||Acosta, D||Avery, P||Bortignon, P||Bourilkov, D||Brinkerhoff, A||Cadamuro, L||Carnes, A||Carver, M||Curry, D||Field, RD||Gleyzer, SV||Joshi, BM||Konigsberg, J||Korytov, A||Ma, P||Matchev, K||Menendez, H||Mitselmakher, G||Shi, K||Wang, J||Joshi, YR||Linn, S||Ackert, A||Adams, T||Askew, A||Hagopian, S||Hagopian, V||Johnson, KF||Kolberg, T||Martinez, G||Perry, T||Prosper, H||Saha, A||Schiber, C||Yohay, R||Baarmand, MM||Bhopatkar, V||Colafranceschi, S||Hohlmann, M||Noonan, D||Rahmani, M||Roy, T||Saunders, M||Adams, MR||Apanasevich, L||Berry, D||Betts, RR||Cavanaugh, R||Chen, X||Dittmer, S||Evdokimov, O||Gerber, CE||Hangal, DA||Hofman, DJ||Jung, K||Kamin, J||Mills, C||Tonjes, MB||Varelas, N||Wang, H||Wang, X||Wu, Z||Zhang, J||Alhusseini, M||Bilki, B||Clarida, W||Dilsiz, K||Durgut, S||Gandrajula, RP||Haytmyradov, M||Khristenko, V||Koseyan, OK||Merlo, J-P||Mestvirishvili, A||Moeller, A||Nachtman, J||Ogul, H||Onel, Y||Ozok, F||Penzo, A||Snyder, C||Tiras, E||Wetzel, J||Blumenfeld, B||Cocoros, A||Eminizer, N||Fehling, D||Feng, L||Gritsan, AV||Hung, WT||Maksimovic, P||Roskes, J||Sarica, U||Swartz, M||Xiao, M||Al-bataineh, A||Baringer, P||Bean, A||Boren, S||Bowen, J||Bylinkin, A||Castle, J||Khalil, S||Kropivnitskaya, A||Majumder, D||Mcbrayer, W||Murray, M||Rogan, C||Sanders, S||Schmitz, E||Takaki, JD Tapia||Wang, Q||Duric, S||Ivanov, A||Kaadze, K||Kim, D||Maravin, Y||Mendis, DR||Mitchell, T||Modak, A||Mohammadi, A||Rebassoo, F||Wright, D||Baden, A||Baron, O||Belloni, A||Eno, SC||Feng, Y||Ferraioli, C||Hadley, NJ||Jabeen, S||Jeng, GY||Kellogg, RG||Kunkle, J||Mignerey, AC||Ricci-Tam, F||Shin, YH||Skuja, A||Tonwar, SC||Wong, K||Abercrombie, D||Allen, B||Azzolini, V||Baty, A||Bi, R||Brandt, S||Busza, W||Cali, IA||D'Alfonso, M||Ceballos, G Gomez||Goncharov, M||Harris, P||Hsu, D||Hu, M||Klute, M||Kovalskyi, D||Lee, Y-J||Luckey, PD||Maier, B||Marini, AC||Mcginn, C||Mironov, C||Narayanan, S||Niu, X||Paus, C||Roland, C||Roland, G||Stephans, GSF||Sumorok, K||Tatar, K||Velicanu, D||Wang, TW||Wyslouch, B||Benvenuti, AC||Chatterjee, RM||Evans, A||Hansen, P||Hiltbrand, J||Kalafut, S||Turkewitz, J||Kubota, Y||Lesko, Z||Mans, J||Rusack, R||Wadud, MA||Acosta, JG||Oliveros, S||Avdeeva, E||Bloom, K||Claes, DR||Fangmeier, C||Golf, F||Suarez, R Gonzalez||Kamalieddin, R||Kravchenko, I||Siado, JE||Snow, GR||Stieger, B||Godshalk, A||Harrington, C||Iashvili, I||Kharchilava, A||Mclean, C||Nguyen, D||Parker, A||Rappoccio, S||Roozbahani, B||Alverson, G||Barberis, E||Freer, C||Hortiangtham, A||Morse, DM||Orimoto, T||Tishelman-charny, A||Wamorkar, T||Wang, B||Wisecarver, A||Wood, D||Gunter, T||Hahn, KA||Odell, N||Schmitt, MH||Sung, K||Trovato, M||Velasco, M||Bucci, R||Dev, N||Kellams, N||Hildreth, M||Anampa, K Hurtado||Jessop, C||Karmgard, DJ||Lannon, K||Li, W||Loukas, N||Marinelli, N||Meng, F||Mueller, C||Musienko, Y||Planer, M||Ruchti, R||Siddireddy, P||Smith, G||Taroni, S||Wayne, M||Wightman, A||Wolf, M||Woodard, A||Alimena, J||Antonelli, L||Bylsma, B||Durkin, LS||Flowers, S||Francis, B||Hill, C||Ji, W||Lefeld, A||Ling, TY||Luo, W||Winer, BL||Cooperstein, S||Elmer, P||Hardenbrook, J||Higginbotham, S||Kalogeropoulos, A||Lange, D||Lucchini, MT||Luo, J||Marlow, D||Mei, K||Ojalvo, I||Olsen, J||Palmer, C||Piroue, P||Salfeld-Nebgen, J||Stickland, D||Tully, C||Malik, S||Norberg, S||Barker, A||Barnes, VE||Das, S||Gutay, L||Jones, M||Jung, AW||Khatiwada, A||Mahakud, B||Miller, DH||Neumeister, N||Peng, CC||Qiu, H||Schulte, JF||Sun, J||Wang, F||Xiao, R||Xie, W||Cheng, T||Dolen, J||Parashar, N||Chen, Z||Ecklund, KM||Freed, S||Geurts, FJM||Kilpatrick, M||Kumar, Arun||Padley, BP||Roberts, J||Rorie, J||Shi, W||Tu, Z||Zhang, A||Bodek, A||de Barbaro, P||Demina, R||Duh, YT||Dulemba, JL||Fallon, C||Ferbel, T||Galanti, M||Garcia-Bellido, A||Han, J||Hindrichs, O||Khukhunaishvili, A||Ranken, E||Tan, P||Taus, R||Chiarito, B||Chou, JP||Gershtein, Y||Halkiadakis, E||Heindl, M||Hughes, E||Kaplan, S||Elayavalli, R Kunnawalkam||Kyriacou, S||Lath, A||Montalvo, R||Nash, K||Osherson, M||Saka, H||Salur, S||Schnetzer, S||Sheffield, D||Somalwar, S||Stone, R||Thomas, S||Thomassen, P||Acharya, H||Delannoy, AG||Heideman, J||Riley, G||Spanier, S||Bouhali, O||Celik, A||Dalchenko, M||De Mattia, M||Delgado, A||Dildick, S||Eusebi, R||Gilmore, J||Huang, T||Kamon, T||Luo, S||Marley, D||Mueller, R||Overton, D||Pernie, L||Rathjens, D||Safonov, A||Akchurin, N||Damgov, J||De Guio, F||Dudero, PR||Kunori, S||Lamichhane, K||Mengke, T||Muthumuni, S||Peltola, T||Undleeb, S||Volobouev, I||Greene, S||Gurrola, A||Janjam, R||Johns, W||Maguire, C||Melo, A||Ni, H||Padeken, K||Romeo, F||Sheldon, P||Tuo, S||Velkovska, J||Verweij, M||Xu, Q||Arenton, MW||Barria, P||Cox, B||Hirosky, R||Joyce, M||Ledovskoy, A||Li, H||Neu, C||Wolfe, E||Xia, F||Harr, R||Karchin, PE||Poudyal, N||Sturdy, J||Thapa, P||Zaleski, S||Buchanan, J||Caillol, C||Carlsmith, D||Dasu, S||De Bruyn, I||Dodd, L||Gomber, B||Grothe, M||Herndon, M||Herve, A||Hussain, U||Klabbers, P||Lanaro, A||Long, K||Loveless, R||Ruggles, T||Savin, A||Smith, N||Smith, WH

publication date

  • June 2019