- This record comes from PubMed
Reweighting simulated events using machine-learning techniques in the CMS experiment
- Hayrapetyan, A
- Tumasyan, A
- Adam, W
- Andrejkovic, J W
- Benato, L
- Bergauer, T
- Chatterjee, S
- Damanakis, K
- Dragicevic, M
- Hussain, P S
- Jeitler, M
- Krammer, N
- Li, A
- Liko, D
- Mikulec, I
- Schieck, J
- Schöfbeck, R
- Schwarz, D
- Sonawane, M
- Waltenberger, W
- Wulz, C-E
- Janssen, T
- Van Laer, T
- Van Mechelen, P
- Breugelmans, N
- D'Hondt, J
- Dansana, S
- De Moor, A
- Delcourt, M
- Heyen, F
- Lowette, S
- Makarenko, I
- Müller, D
- Tavernier, S
- Tytgat, M
- Van Onsem, G P
- Van Putte, S
- Vannerom, D
- Bilin, B
- Clerbaux, B
- Das, A K
- De Bruyn, I
- De Lentdecker, G
- Evard, H
- Favart, L
- Gianneios, P
- Jaramillo, J
- Khalilzadeh, A
- Khan, F A
- Lee, K
- Malara, A
- Paredes, S
- Shahzad, M A
- Thomas, L
- Vanden Bemden, M
- Vander Velde, C
- Vanlaer, P
- De Coen, M
- Dobur, D
- Gokbulut, G
- Hong, Y
- Knolle, J
- Lambrecht, L
- Marckx, D
- Mota Amarilo, K
- Skovpen, K
- Van Den Bossche, N
- van der Linden, J
- Wezenbeek, L
- Benecke, A
- Bethani, A
- Bruno, G
- Caputo, C
- De Favereau De Jeneret, J
- Delaere, C
- Donertas, I S
- Giammanco, A
- Guzel, A O
- Jain, Sa
- Lemaitre, V
- Lidrych, J
- Mastrapasqua, P
- Tran, T T
- Turkcapar, S
- Alves, G A
- Coelho, E
- Correia Silva, G
- Hensel, C
- Menezes De Oliveira, T
- Mora Herrera, C
- Rebello Teles, P
- Soeiro, M
- Tonelli Manganote, E J
- Vilela Pereira, A
- Aldá Júnior, W L
- Barroso Ferreira Filho, M
- Brandao Malbouisson, H
- Carvalho, W
- Chinellato, J
- Da Costa, E M
- Da Silveira, G G
- De Jesus Damiao, D
- Fonseca De Souza, S
- Gomes De Souza, R
- Laux Kuhn, T
- Macedo, M
- Martins, J
- Mundim, L
- Nogima, H
- Pinheiro, J P
- Santoro, A
- Sznajder, A
- Thiel, M
- Bernardes, C A
- Calligaris, L
- Fernandez Perez Tomei, T R
- Gregores, E M
- Maietto Silverio, I
- Mercadante, P G
- Novaes, S F
- Orzari, B
- Padula, Sandra S
- Aleksandrov, A
- Antchev, G
- Hadjiiska, R
- Iaydjiev, P
- Misheva, M
- Shopova, M
- Sultanov, G
- Dimitrov, A
- Litov, L
- Pavlov, B
- Petkov, P
- Petrov, A
- Shumka, E
- Keshri, S
- Laroze, D
- Thakur, S
- Cheng, T
- Javaid, T
- Yuan, L
- Hu, Z
- Liang, Z
- Liu, J
- Chen, G M
- Chen, H S
- Chen, M
- Iemmi, F
- Jiang, C H
- Kapoor, A
- Liao, H
- Liu, Z-A
- Sharma, R
- Song, J N
- Tao, J
- Wang, C
- Wang, J
- Wang, Z
- Zhang, H
- Zhao, J
- Agapitos, A
- Ban, Y
- Deng, S
- Guo, B
- Jiang, C
- Levin, A
- Li, C
- Li, Q
- Mao, Y
- Qian, S
- Qian, S J
- Qin, X
- Sun, X
- Wang, D
- Yang, H
- Zhang, L
- Zhao, Y
- Zhou, C
- Yang, S
- You, Z
- Jaffel, K
- Lu, N
- Bauer, G
- Li, B
- Yi, K
- Zhang, J
- Li, Y
- Lin, Z
- Lu, C
- Xiao, M
- Avila, C
- Barbosa Trujillo, D A
- Cabrera, A
- Florez, C
- Fraga, J
- Reyes Vega, J A
- Ramirez, F
- Rendón, C
- Rodriguez, M
- Ruales Barbosa, A A
- Ruiz Alvarez, J D
- Giljanovic, D
- Godinovic, N
- Lelas, D
- Sculac, A
- Kovac, M
- Petkovic, A
- Sculac, T
- Bargassa, P
- Brigljevic, V
- Chitroda, B K
- Ferencek, D
- Jakovcic, K
- Starodumov, A
- Susa, T
- Attikis, A
- Christoforou, K
- Hadjiagapiou, A
- Leonidou, C
- Mousa, J
- Nicolaou, C
- Paizanos, L
- Ptochos, F
- Razis, P A
- Rykaczewski, H
- Saka, H
- Stepennov, A
- Finger, M
- Finger, M Jr
- Kveton, A
- Ayala, E
- Carrera Jarrin, E
- El-Mahdy, B
- Khalil, S
- Salama, E
- Abdullah Al-Mashad, M
- Mahmoud, M A
- Ehataht, K
- Kadastik, M
- Lange, T
- Nandan, S
- Nielsen, C
- Pata, J
- Raidal, M
- Tani, L
- Veelken, C
- Kirschenmann, H
- Osterberg, K
- Voutilainen, M
- Bharthuar, S
- Bin Norjoharuddeen, N
- Brücken, E
- Garcia, F
- Inkaew, P
- Kallonen, K T S
- Lampén, T
- Lassila-Perini, K
- Lehti, S
- Lindén, T
- Myllymäki, M
- Rantanen, M M
- Siikonen, H
- Tuominiemi, J
- Luukka, P
- Petrow, H
- Besancon, M
- Couderc, F
- Dejardin, M
- Denegri, D
- Faure, J L
- Ferri, F
- Ganjour, S
- Gras, P
- Hamel de Monchenault, G
- Kumar, M
- Lohezic, V
- Malcles, J
- Orlandi, F
- Portales, L
- Rosowsky, A
- Sahin, M Ö
- Savoy-Navarro, A
- Simkina, P
- Titov, M
- Tornago, M
- Beaudette, F
- Boldrini, G
- Busson, P
- Cappati, A
- Charlot, C
- Chiusi, M
- Cuisset, T D
- Damas, F
- Davignon, O
- De Wit, A
- Ehle, I T
- Fontana Santos Alves, B A
- Ghosh, S
- Gilbert, A
- Granier de Cassagnac, R
- Hakimi, A
- Harikrishnan, B
- Kalipoliti, L
- Liu, G
- Nguyen, M
- Ochando, C
- Salerno, R
- Sauvan, J B
- Sirois, Y
- Urda Gómez, L
- Vernazza, E
- Zabi, A
- Zghiche, A
- Agram, J-L
- Andrea, J
- Apparu, D
- Bloch, D
- Brom, J-M
- Chabert, E C
- Collard, C
- Falke, S
- Goerlach, U
- Haeberle, R
- Le Bihan, A-C
- Meena, M
- Poncet, O
- Saha, G
- Sessini, M A
- Van Hove, P
- Vaucelle, P
- Di Florio, A
- Amram, D
- Beauceron, S
- Blancon, B
- Boudoul, G
- Chanon, N
- Contardo, D
- Depasse, P
- Dozen, C
- El Mamouni, H
- Fay, J
- Gascon, S
- Gouzevitch, M
- Greenberg, C
- Grenier, G
- Ille, B
- Jourd'huy, E
- Laktineh, I B
- Lethuillier, M
- Mirabito, L
- Perries, S
- Purohit, A
- Vander Donckt, M
- Verdier, P
- Xiao, J
- Khvedelidze, A
- Lomidze, I
- Tsamalaidze, Z
- Botta, V
- Consuegra Rodríguez, S
- Feld, L
- Klein, K
- Lipinski, M
- Meuser, D
- Pauls, A
- Pérez Adán, D
- Röwert, N
- Teroerde, M
- Diekmann, S
- Dodonova, A
- Eich, N
- Eliseev, D
- Engelke, F
- Erdmann, J
- Erdmann, M
- Fackeldey, P
- Fischer, B
- Hebbeker, T
- Hoepfner, K
- Ivone, F
- Jung, A
- Lee, M Y
- Mausolf, F
- Merschmeyer, M
- Meyer, A
- Mukherjee, S
- Noll, D
- Nowotny, F
- Pozdnyakov, A
- Rath, Y
- Redjeb, W
- Rehm, F
- Reithler, H
- Sarkisovi, V
- Schmidt, A
- Seth, C
- Sharma, A
- Spah, J L
- Stein, A
- Torres Da Silva De Araujo, F
- Wiedenbeck, S
- Zaleski, S
- Dziwok, C
- Flügge, G
- Kress, T
- Nowack, A
- Pooth, O
- Stahl, A
- Ziemons, T
- Zotz, A
- Aarup Petersen, H
- Aldaya Martin, M
- Alimena, J
- Amoroso, S
- An, Y
- Bach, J
- Baxter, S
- Bayatmakou, M
- Becerril Gonzalez, H
- Behnke, O
- Belvedere, A
- Blekman, F
- Borras, K
- Campbell, A
- Cardini, A
- Cheng, C
- Colombina, F
- Eckerlin, G
- Eckstein, D
- Estevez Banos, L I
- Gallo, E
- Geiser, A
- Guglielmi, V
- Guthoff, M
- Hinzmann, A
- Jeppe, L
- Kaech, B
- Kasemann, M
- Kleinwort, C
- Kogler, R
- Komm, M
- Krücker, D
- Lange, W
- Leyva Pernia, D
- Lipka, K
- Lohmann, W
- Lorkowski, F
- Mankel, R
- Melzer-Pellmann, I-A
- Mendizabal Morentin, M
- Meyer, A B
- Milella, G
- Moral Figueroa, K
- Mussgiller, A
- Nair, L P
- Niedziela, J
- Nürnberg, A
- Otarid, Y
- Park, J
- Ranken, E
- Raspereza, A
- Rastorguev, D
- Rübenach, J
- Rygaard, L
- Saggio, A
- Scham, M
- Schnake, S
- Schütze, P
- Schwanenberger, C
- Selivanova, D
- Sharko, K
- Shchedrolosiev, M
- Stafford, D
- Vazzoler, F
- Ventura Barroso, A
- Walsh, R
- Wang, D
- Wang, Q
- Wichmann, K
- Wiens, L
- Wissing, C
- Yang, Y
- Zimermmane Castro Santos, A
- Albrecht, A
- Albrecht, S
- Antonello, M
- Bein, S
- Bollweg, S
- Bonanomi, M
- Connor, P
- El Morabit, K
- Fischer, Y
- Garutti, E
- Grohsjean, A
- Haller, J
- Hundhausen, D
- Jabusch, H R
- Kasieczka, G
- Keicher, P
- Klanner, R
- Korcari, W
- Kramer, T
- Kuo, C C
- Kutzner, V
- Labe, F
- Lange, J
- Lobanov, A
- Matthies, C
- Moureaux, L
- Mrowietz, M
- Nigamova, A
- Nissan, Y
- Paasch, A
- Pena Rodriguez, K J
- Quadfasel, T
- Raciti, B
- Rieger, M
- Savoiu, D
- Schindler, J
- Schleper, P
- Schröder, M
- Schwandt, J
- Sommerhalder, M
- Stadie, H
- Steinbrück, G
- Tews, A
- Wiederspan, B
- Wolf, M
- Brommer, S
- Butz, E
- Chwalek, T
- Dierlamm, A
- Droll, A
- Elicabuk, U
- Faltermann, N
- Giffels, M
- Gottmann, A
- Hartmann, F
- Hofsaess, R
- Horzela, M
- Husemann, U
- Kieseler, J
- Klute, M
- Koppenhöfer, R
- Lavoryk, O
- Lawhorn, J M
- Link, M
- Lintuluoto, A
- Maier, S
- Mitra, S
- Mormile, M
- Müller, Th
- Neukum, M
- Oh, M
- Pfeffer, E
- Presilla, M
- Quast, G
- Rabbertz, K
- Regnery, B
- Shadskiy, N
- Shvetsov, I
- Simonis, H J
- Sowa, L
- Stockmeier, L
- Tauqeer, K
- Toms, M
- Trevisani, N
- Von Cube, R F
- Wassmer, M
- Wieland, S
- Wittig, F
- Wolf, R
- Zuo, X
- Anagnostou, G
- Daskalakis, G
- Kyriakis, A
- Papadopoulos, A
- Stakia, A
- Kontaxakis, P
- Melachroinos, G
- Painesis, Z
- Papavergou, I
- Paraskevas, I
- Saoulidou, N
- Theofilatos, K
- Tziaferi, E
- Vellidis, K
- Zisopoulos, I
- Bakas, G
- Chatzistavrou, T
- Karapostoli, G
- Kousouris, K
- Papakrivopoulos, I
- Siamarkou, E
- Tsipolitis, G
- Zacharopoulou, A
- Bestintzanos, I
- Evangelou, I
- Foudas, C
- Kamtsikis, C
- Katsoulis, P
- Kokkas, P
- Kosmoglou Kioseoglou, P G
- Manthos, N
- Papadopoulos, I
- Strologas, J
- Hajdu, C
- Horvath, D
- Márton, K
- Rádl, A J
- Sikler, F
- Veszpremi, V
- Csanád, M
- Farkas, K
- Fehérkuti, A
- Gadallah, M M A
- Kadlecsik, Á
- Major, P
- Pásztor, G
- Veres, G I
- Olah, L
- Ujvari, B
- Bencze, G
- Czellar, S
- Molnar, J
- Szillasi, Z
- Csorgo, T
- Nemes, F
- Novak, T
- Bansal, S
- Beri, S B
- Bhatnagar, V
- Chaudhary, G
- Chauhan, S
- Dhingra, N
- Kaur, A
- Kaur, A
- Kaur, H
- Kaur, M
- Kumar, S
- Sheokand, T
- Singh, J B
- Singla, A
- Ahmed, A
- Bhardwaj, A
- Chhetri, A
- Choudhary, B C
- Kumar, A
- Kumar, A
- Naimuddin, M
- Ranjan, K
- Saini, M K
- Saumya, S
- Baradia, S
- Barman, S
- Bhattacharya, S
- Das Gupta, S
- Dutta, S
- Dutta, S
- Sarkar, S
- Ameen, M M
- Behera, P K
- Behera, S C
- Chatterjee, S
- Dash, G
- Jana, P
- Kalbhor, P
- Kamble, S
- Komaragiri, J R
- Kumar, D
- Mishra, T
- Parida, B
- Pujahari, P R
- Saha, N R
- Sharma, A
- Sikdar, A K
- Singh, R K
- Verma, P
- Verma, S
- Vijay, A
- Dugad, S
- Mohanty, G B
- Shelake, M
- Suryadevara, P
- Bala, A
- Banerjee, S
- Chatterjee, R M
- Guchait, M
- Jain, Sh
- Jaiswal, A
- Kumar, S
- Majumder, G
- Mazumdar, K
- Parolia, S
- Thachayath, A
- Bahinipati, S
- Kar, C
- Maity, D
- Mal, P
- Naskar, K
- Nayak, A
- Nayak, S
- Pal, K
- Sadangi, P
- Swain, S K
- Varghese, S
- Vats, D
- Acharya, S
- Alpana, A
- Dube, S
- Gomber, B
- Hazarika, P
- Kansal, B
- Laha, A
- Sahu, B
- Sharma, S
- Vaish, K Y
- Bakhshiansohi, H
- Jafari, A
- Zeinali, M
- Bashiri, S
- Chenarani, S
- Etesami, S M
- Hosseini, Y
- Khakzad, M
- Khazaie, E
- Mohammadi Najafabadi, M
- Tizchang, S
- Felcini, M
- Grunewald, M
- Abbrescia, M
- Colaleo, A
- Creanza, D
- D'Anzi, B
- De Filippis, N
- De Palma, M
- Elmetenawee, W
- Ferrara, N
- Fiore, L
- Iaselli, G
- Longo, L
- Louka, M
- Maggi, G
- Maggi, M
- Margjeka, I
- Mastrapasqua, V
- My, S
- Nuzzo, S
- Pellecchia, A
- Pompili, A
- Pugliese, G
- Radogna, R
- Ramos, D
- Ranieri, A
- Silvestris, L
- Simone, F M
- Sözbilir, Ü
- Stamerra, A
- Troiano, D
- Venditti, R
- Verwilligen, P
- Zaza, A
- Abbiendi, G
- Battilana, C
- Bonacorsi, D
- Capiluppi, P
- Castro, A
- Cavallo, F R
- Cuffiani, M
- Dallavalle, G M
- Diotalevi, T
- Fabbri, F
- Fanfani, A
- Fasanella, D
- Giacomelli, P
- Giommi, L
- Grandi, C
- Guiducci, L
- Lo Meo, S
- Lorusso, M
- Lunerti, L
- Marcellini, S
- Masetti, G
- Navarria, F L
- Paggi, G
- Perrotta, A
- Primavera, F
- Rossi, A M
- Rossi Tisbeni, S
- Rovelli, T
- Siroli, G P
- Costa, S
- Di Mattia, A
- Lapertosa, A
- Potenza, R
- Tricomi, A
- Tuve, C
- Assiouras, P
- Barbagli, G
- Bardelli, G
- Camaiani, B
- Cassese, A
- Ceccarelli, R
- Ciulli, V
- Civinini, C
- D'Alessandro, R
- Focardi, E
- Kello, T
- Latino, G
- Lenzi, P
- Lizzo, M
- Meschini, M
- Paoletti, S
- Papanastassiou, A
- Sguazzoni, G
- Viliani, L
- Benussi, L
- Bianco, S
- Meola, S
- Piccolo, D
- Alves Gallo Pereira, M
- Ferro, F
- Robutti, E
- Tosi, S
- Benaglia, A
- Brivio, F
- Cetorelli, F
- De Guio, F
- Dinardo, M E
- Dini, P
- Gennai, S
- Gerosa, R
- Ghezzi, A
- Govoni, P
- Guzzi, L
- Lucchini, M T
- Malberti, M
- Malvezzi, S
- Massironi, A
- Menasce, D
- Moroni, L
- Paganoni, M
- Palluotto, S
- Pedrini, D
- Perego, A
- Pinolini, B S
- Pizzati, G
- Ragazzi, S
- Tabarelli de Fatis, T
- Buontempo, S
- Cagnotta, A
- Carnevali, F
- Cavallo, N
- Fabozzi, F
- Iorio, A O M
- Lista, L
- Paolucci, P
- Rossi, B
- Ardino, R
- Azzi, P
- Bacchetta, N
- Bisello, D
- Bortignon, P
- Bortolato, G
- Bragagnolo, A
- Bulla, A C M
- Carlin, R
- Checchia, P
- Dorigo, T
- Fanzago, F
- Gasparini, U
- Giorgetti, S
- Lusiani, E
- Margoni, M
- Meneguzzo, A T
- Migliorini, M
- Pazzini, J
- Ronchese, P
- Rossin, R
- Simonetto, F
- Tosi, M
- Triossi, A
- Ventura, S
- Zanetti, M
- Zotto, P
- Zucchetta, A
- Zumerle, G
- Braghieri, A
- Calzaferri, S
- Fiorina, D
- Montagna, P
- Re, V
- Riccardi, C
- Salvini, P
- Vai, I
- Vitulo, P
- Ajmal, S
- Ascioti, M E
- Bilei, G M
- Carrivale, C
- Ciangottini, D
- Fanò, L
- Magherini, M
- Mariani, V
- Menichelli, M
- Moscatelli, F
- Rossi, A
- Santocchia, A
- Spiga, D
- Tedeschi, T
- Aimè, C
- Alexe, C A
- Asenov, P
- Azzurri, P
- Bagliesi, G
- Bhattacharya, R
- Bianchini, L
- Boccali, T
- Bossini, E
- Bruschini, D
- Castaldi, R
- Ciocci, M A
- Cipriani, M
- D'Amante, V
- Dell'Orso, R
- Donato, S
- Giassi, A
- Ligabue, F
- Marini, A C
- Matos Figueiredo, D
- Messineo, A
- Mishra, S
- Muraleedharan Nair Bindhu, V K
- Musich, M
- Palla, F
- Rizzi, A
- Rolandi, G
- Roy Chowdhury, S
- Sarkar, T
- Scribano, A
- Spagnolo, P
- Tenchini, R
- Tonelli, G
- Turini, N
- Vaselli, F
- Venturi, A
- Verdini, P G
- Baldenegro Barrera, C
- Barria, P
- Basile, C
- Cavallari, F
- Cunqueiro Mendez, L
- Del Re, D
- Di Marco, E
- Diemoz, M
- Errico, F
- Gargiulo, R
- Longo, E
- Martikainen, L
- Mijuskovic, J
- Organtini, G
- Pandolfi, F
- Paramatti, R
- Quaranta, C
- Rahatlou, S
- Rovelli, C
- Santanastasio, F
- Soffi, L
- Vladimirov, V
- Amapane, N
- Arcidiacono, R
- Argiro, S
- Arneodo, M
- Bartosik, N
- Bellan, R
- Bellora, A
- Biino, C
- Borca, C
- Cartiglia, N
- Costa, M
- Covarelli, R
- Demaria, N
- Finco, L
- Grippo, M
- Kiani, B
- Legger, F
- Luongo, F
- Mariotti, C
- Markovic, L
- Maselli, S
- Mecca, A
- Menzio, L
- Meridiani, P
- Migliore, E
- Monteno, M
- Mulargia, R
- Obertino, M M
- Ortona, G
- Pacher, L
- Pastrone, N
- Pelliccioni, M
- Ruspa, M
- Siviero, F
- Sola, V
- Solano, A
- Staiano, A
- Tarricone, C
- Trocino, D
- Umoret, G
- White, R
- Babbar, J
- Belforte, S
- Candelise, V
- Casarsa, M
- Cossutti, F
- De Leo, K
- Della Ricca, G
- Dogra, S
- Hong, J
- Kim, B
- Kim, J
- Lee, D
- Lee, H
- Lee, S W
- Moon, C S
- Oh, Y D
- Ryu, M S
- Sekmen, S
- Tae, B
- Yang, Y C
- Kim, M S
- Bak, G
- Gwak, P
- Kim, H
- Moon, D H
- Asilar, E
- Choi, J
- Kim, D
- Kim, T J
- Merlin, J A
- Ryou, Y
- Choi, S
- Han, S
- Hong, B
- Lee, K
- Lee, K S
- Lee, S
- Yoo, J
- Goh, J
- Yang, S
- Kim, H S
- Kim, Y
- Lee, S
- Almond, J
- Bhyun, J H
- Choi, J
- Choi, J
- Jun, W
- Kim, J
- Kim, Y W
- Ko, S
- Kwon, H
- Lee, H
- Lee, J
- Lee, J
- Oh, B H
- Oh, S B
- Seo, H
- Yang, U K
- Yoon, I
- Jang, W
- Kang, D Y
- Kang, Y
- Kim, S
- Ko, B
- Lee, J S H
- Lee, Y
- Park, I C
- Roh, Y
- Watson, I J
- Ha, S
- Hwang, K
- Yoo, H D
- Choi, M
- Kim, M R
- Lee, H
- Lee, Y
- Yu, I
- Beyrouthy, T
- Gharbia, Y
- Alazemi, F
- Dreimanis, K
- Gaile, A
- Munoz Diaz, C
- Osite, D
- Pikurs, G
- Potrebko, A
- Seidel, M
- Sidiropoulos Kontos, D
- Strautnieks, N R
- Ambrozas, M
- Juodagalvis, A
- Rinkevicius, A
- Tamulaitis, G
- Yusuff, I
- Zolkapli, Z
- Benitez, J F
- Castaneda Hernandez, A
- Encinas Acosta, H A
- Gallegos Maríñez, L G
- León Coello, M
- Murillo Quijada, J A
- Sehrawat, A
- Valencia Palomo, L
- Ayala, G
- Castilla-Valdez, H
- Crotte Ledesma, H
- De La Cruz-Burelo, E
- Heredia-De La Cruz, I
- Lopez-Fernandez, R
- Mejia Guisao, J
- Mondragon Herrera, C A
- Sánchez Hernández, A
- Oropeza Barrera, C
- Ramirez Guadarrama, D L
- Ramírez García, M
- Bautista, I
- Pedraza, I
- Salazar Ibarguen, H A
- Uribe Estrada, C
- Bubanja, I
- Raicevic, N
- Butler, P H
- Ahmad, A
- Asghar, M I
- Awais, A
- Awan, M I M
- Hoorani, H R
- Khan, W A
- Avati, V
- Grzanka, L
- Malawski, M
- Bialkowska, H
- Bluj, M
- Górski, M
- Kazana, M
- Szleper, M
- Zalewski, P
- Bunkowski, K
- Doroba, K
- Kalinowski, A
- Konecki, M
- Krolikowski, J
- Muhammad, A
- Fokow, P
- Pozniak, K
- Zabolotny, W
- Araujo, M
- Bastos, D
- Beirão Da Cruz E Silva, C
- Boletti, A
- Bozzo, M
- Camporesi, T
- Da Molin, G
- Faccioli, P
- Gallinaro, M
- Hollar, J
- Leonardo, N
- Marozzo, G B
- Petrilli, A
- Pisano, M
- Seixas, J
- Varela, J
- Wulff, J W
- Adzic, P
- Milenovic, P
- Devetak, D
- Dordevic, M
- Milosevic, J
- Nadderd, L
- Rekovic, V
- Alcaraz Maestre, J
- Bedoya, Cristina F
- Brochero Cifuentes, J A
- Carretero, Oliver M
- Cepeda, M
- Cerrada, M
- Colino, N
- De La Cruz, B
- Delgado Peris, A
- Escalante Del Valle, A
- Fernández Del Val, D
- Fernández Ramos, J P
- Flix, J
- Fouz, M C
- Gonzalez Lopez, O
- Goy Lopez, S
- Hernandez, J M
- Josa, M I
- Llorente Merino, J
- Martin Perez, C
- Martin Viscasillas, E
- Moran, D
- Morcillo Perez, C M
- Navarro Tobar, Á
- Perez Dengra, C
- Pérez-Calero Yzquierdo, A
- Puerta Pelayo, J
- Redondo, I
- Sánchez Navas, S
- Sastre, J
- Vazquez Escobar, J
- de Trocóniz, J F
- Alvarez Gonzalez, B
- Cuevas, J
- Fernandez Menendez, J
- Folgueras, S
- Gonzalez Caballero, I
- Leguina, P
- Palencia Cortezon, E
- Prado Pico, J
- Ramón Álvarez, C
- Rodríguez Bouza, V
- Soto Rodríguez, A
- Trapote, A
- Vico Villalba, C
- Vischia, P
- Bhowmik, S
- Blanco Fernández, S
- Cabrillo, I J
- Calderon, A
- Duarte Campderros, J
- Fernandez, M
- Gomez, G
- Lasaosa García, C
- Lopez Ruiz, R
- Martinez Rivero, C
- Martinez Ruiz Del Arbol, P
- Matorras, F
- Matorras Cuevas, P
- Navarrete Ramos, E
- Piedra Gomez, J
- Scodellaro, L
- Vila, I
- Vizan Garcia, J M
- Kailasapathy, B
- Wickramarathna, D D C
- Dharmaratna, W G D
- Liyanage, K
- Perera, N
- Abbaneo, D
- Amendola, C
- Auffray, E
- Auzinger, G
- Baechler, J
- Barney, D
- Bermúdez Martínez, A
- Bianco, M
- Bin Anuar, A A
- Bocci, A
- Borgonovi, L
- Botta, C
- Brondolin, E
- Caillol, C
- Cerminara, G
- Chernyavskaya, N
- d'Enterria, D
- Dabrowski, A
- David, A
- De Roeck, A
- Defranchis, M M
- Deile, M
- Dobson, M
- Franzoni, G
- Funk, W
- Giani, S
- Gigi, D
- Gill, K
- Glege, F
- Hegeman, J
- Heikkilä, J K
- Huber, B
- Innocente, V
- James, T
- Janot, P
- Kaluzinska, O
- Karacheban, O
- Laurila, S
- Lecoq, P
- Leutgeb, E
- Lourenço, C
- Malgeri, L
- Mannelli, M
- Matthewman, M
- Mehta, A
- Meijers, F
- Mersi, S
- Meschi, E
- Milosevic, V
- Monti, F
- Moortgat, F
- Mulders, M
- Neutelings, I
- Orfanelli, S
- Pantaleo, F
- Petrucciani, G
- Pfeiffer, A
- Pierini, M
- Qu, H
- Rabady, D
- Ribeiro Lopes, B
- Riti, F
- Rovere, M
- Sakulin, H
- Salvatico, R
- Sanchez Cruz, S
- Scarfi, S
- Schwick, C
- Selvaggi, M
- Sharma, A
- Shchelina, K
- Silva, P
- Sphicas, P
- Stahl Leiton, A G
- Steen, A
- Summers, S
- Treille, D
- Tropea, P
- Walter, D
- Wanczyk, J
- Wang, J
- Wozniak, K A
- Wuchterl, S
- Zehetner, P
- Zejdl, P
- Zeuner, W D
- Bevilacqua, T
- Caminada, L
- Ebrahimi, A
- Erdmann, W
- Horisberger, R
- Ingram, Q
- Kaestli, H C
- Kotlinski, D
- Lange, C
- Missiroli, M
- Noehte, L
- Rohe, T
- Samalan, A
- Aarrestad, T K
- Backhaus, M
- Bonomelli, G
- Calandri, A
- Cazzaniga, C
- Datta, K
- De Bryas Dexmiers D'archiac, P
- De Cosa, A
- Dissertori, G
- Dittmar, M
- Donegà, M
- Eble, F
- Galli, M
- Gedia, K
- Glessgen, F
- Grab, C
- Härringer, N
- Harte, T G
- Hits, D
- Lustermann, W
- Lyon, A-M
- Manzoni, R A
- Marchegiani, M
- Marchese, L
- Mascellani, A
- Nessi-Tedaldi, F
- Pauss, F
- Perovic, V
- Pigazzini, S
- Ristic, B
- Seidita, R
- Steggemann, J
- Tarabini, A
- Valsecchi, D
- Wallny, R
- Amsler, C
- Bärtschi, P
- Canelli, M F
- Cormier, K
- Huwiler, M
- Jin, W
- Jofrehei, A
- Kilminster, B
- Leontsinis, S
- Liechti, S P
- Macchiolo, A
- Meiring, P
- Meng, F
- Motta, J
- Reimers, A
- Robmann, P
- Senger, M
- Shokr, E
- Stäger, F
- Tramontano, R
- Adloff, C
- Bhowmik, D
- Kuo, C M
- Lin, W
- Rout, P K
- Tiwari, P C
- Ceard, L
- Chen, K F
- Chen, Z G
- De Iorio, A
- Hou, W-S
- Hsu, T H
- Kao, Y W
- Karmakar, S
- Kole, G
- Li, Y Y
- Lu, R-S
- Paganis, E
- Su, X F
- Thomas-Wilsker, J
- Tsai, L S
- Tsionou, D
- Wu, H Y
- Yazgan, E
- Asawatangtrakuldee, C
- Srimanobhas, N
- Wachirapusitanand, V
- Agyel, D
- Boran, F
- Dolek, F
- Dumanoglu, I
- Eskut, E
- Guler, Y
- Gurpinar Guler, E
- Isik, C
- Kara, O
- Kayis Topaksu, A
- Kiminsu, U
- Komurcu, Y
- Onengut, G
- Ozdemir, K
- Polatoz, A
- Tali, B
- Tok, U G
- Uslan, E
- Zorbakir, I S
- Sokmen, G
- Yalvac, M
- Akgun, B
- Atakisi, I O
- Gülmez, E
- Kaya, M
- Kaya, O
- Tekten, S
- Cakir, A
- Cankocak, K
- Dincer, G G
- Sen, S
- Aydilek, O
- Hacisahinoglu, B
- Hos, I
- Kaynak, B
- Ozkorucuklu, S
- Potok, O
- Sert, H
- Simsek, C
- Zorbilmez, C
- Cerci, S
- Isildak, B
- Sunar Cerci, D
- Yetkin, T
- Boyaryntsev, A
- Grynyov, B
- Levchuk, L
- Anthony, D
- Brooke, J J
- Bundock, A
- Bury, F
- Clement, E
- Cussans, D
- Flacher, H
- Glowacki, M
- Goldstein, J
- Heath, H F
- Holmberg, M-L
- Kreczko, L
- Paramesvaran, S
- Robertshaw, L
- Smith, V J
- Walkingshaw Pass, K
- Ball, A H
- Bell, K W
- Belyaev, A
- Brew, C
- Brown, R M
- Cockerill, D J A
- Cooke, C
- Elliot, A
- Ellis, K V
- Harder, K
- Harper, S
- Linacre, J
- Manolopoulos, K
- Newbold, D M
- Olaiya, E
- Petyt, D
- Reis, T
- Sahasransu, A R
- Salvi, G
- Schuh, T
- Shepherd-Themistocleous, C H
- Tomalin, I R
- Whalen, K C
- Williams, T
- Andreou, I
- Bainbridge, R
- Bloch, P
- Brown, C E
- Buchmuller, O
- Carrillo Montoya, C A
- Chahal, G S
- Colling, D
- Dancu, J S
- Das, I
- Dauncey, P
- Davies, G
- Della Negra, M
- Fayer, S
- Fedi, G
- Hall, G
- Howard, A
- Iles, G
- Knight, C R
- Krueper, P
- Langford, J
- Law, K H
- León Holgado, J
- Lyons, L
- Magnan, A-M
- Maier, B
- Mallios, S
- Mieskolainen, M
- Nash, J
- Pesaresi, M
- Pradeep, P B
- Radburn-Smith, B C
- Richards, A
- Rose, A
- Savva, K
- Seez, C
- Shukla, R
- Tapper, A
- Uchida, K
- Uttley, G P
- Virdee, T
- Vojinovic, M
- Wardle, N
- Winterbottom, D
- Cole, J E
- Khan, A
- Kyberd, P
- Reid, I D
- Abdullin, S
- Brinkerhoff, A
- Collins, E
- Darwish, M R
- Dittmann, J
- Hatakeyama, K
- Hegde, V
- Hiltbrand, J
- McMaster, B
- Samudio, J
- Sawant, S
- Sutantawibul, C
- Wilson, J
- Bartek, R
- Dominguez, A
- Simsek, A E
- Yu, S S
- Bam, B
- Buchot Perraguin, A
- Chudasama, R
- Cooper, S I
- Crovella, C
- Gleyzer, S V
- Pearson, E
- Perez, C U
- Rumerio, P
- Usai, E
- Yi, R
- Akpinar, A
- Cosby, C
- De Castro, G
- Demiragli, Z
- Erice, C
- Fangmeier, C
- Fernandez Madrazo, C
- Fontanesi, E
- Gastler, D
- Golf, F
- Jeon, S
- O'cain, J
- Reed, I
- Rohlf, J
- Salyer, K
- Sperka, D
- Spitzbart, D
- Suarez, I
- Tsatsos, A
- Zecchinelli, A G
- Barone, G
- Benelli, G
- Cutts, D
- Gouskos, L
- Hadley, M
- Heintz, U
- Ho, K W
- Hogan, J M
- Kwon, T
- Landsberg, G
- Lau, K T
- Luo, J
- Mondal, S
- Russell, T
- Sagir, S
- Shen, X
- Simpson, F
- Stamenkovic, M
- Venkatasubramanian, N
- Abbott, S
- Barton, B
- Brainerd, C
- Breedon, R
- Cai, H
- Calderon De La Barca Sanchez, M
- Chertok, M
- Citron, M
- Conway, J
- Cox, P T
- Erbacher, R
- Jensen, F
- Kukral, O
- Mocellin, G
- Mulhearn, M
- Ostrom, S
- Wei, W
- Yoo, S
- Zhang, F
- Adamidis, K
- Bachtis, M
- Campos, D
- Cousins, R
- Datta, A
- Flores Avila, G
- Hauser, J
- Ignatenko, M
- Iqbal, M A
- Lam, T
- Lo, Y F
- Manca, E
- Nunez Del Prado, A
- Saltzberg, D
- Valuev, V
- Clare, R
- Gary, J W
- Hanson, G
- Aportela, A
- Arora, A
- Branson, J G
- Cittolin, S
- Cooperstein, S
- Diaz, D
- Duarte, J
- Giannini, L
- Gu, Y
- Guiang, J
- Kansal, R
- Krutelyov, V
- Lee, R
- Letts, J
- Masciovecchio, M
- Mokhtar, F
- Mukherjee, S
- Pieri, M
- Primosch, D
- Quinnan, M
- Sathia Narayanan, B V
- Sharma, V
- Tadel, M
- Vourliotis, E
- Würthwein, F
- Xiang, Y
- Yagil, A
- Barzdukas, A
- Brennan, L
- Campagnari, C
- Downham, K
- Grieco, C
- Hussain, M M
- Incandela, J
- Kim, J
- Li, A J
- Masterson, P
- Mei, H
- Richman, J
- Santpur, S N
- Sarica, U
- Schmitz, R
- Setti, F
- Sheplock, J
- Stuart, D
- Vámi, T Á
- Wang, S
- Yan, X
- Zhang, D
- Bhattacharya, S
- Bornheim, A
- Cerri, O
- Latorre, A
- Mao, J
- Newman, H B
- Reales Gutiérrez, G
- Spiropulu, M
- Vlimant, J R
- Wang, C
- Xie, S
- Zhu, R Y
- Alison, J
- An, S
- Bryant, P
- Cremonesi, M
- Dutta, V
- Ferguson, T
- Gómez Espinosa, T A
- Harilal, A
- Kallil Tharayil, A
- Liu, C
- Mudholkar, T
- Murthy, S
- Palit, P
- Park, K
- Paulini, M
- Roberts, A
- Sanchez, A
- Terrill, W
- Cumalat, J P
- Ford, W T
- Hart, A
- Hassani, A
- Karathanasis, G
- Manganelli, N
- Pearkes, J
- Savard, C
- Schonbeck, N
- Stenson, K
- Ulmer, K A
- Wagner, S R
- Zipper, N
- Zuolo, D
- Alexander, J
- Bright-Thonney, S
- Chen, X
- Cranshaw, D J
- Dickinson, J
- Fan, J
- Fan, X
- Hogan, S
- Kotamnives, P
- Monroy, J
- Oshiro, M
- Patterson, J R
- Reid, M
- Ryd, A
- Thom, J
- Wittich, P
- Zou, R
- Albrow, M
- Alyari, M
- Amram, O
- Apollinari, G
- Apresyan, A
- Bauerdick, L A T
- Berry, D
- Berryhill, J
- Bhat, P C
- Burkett, K
- Butler, J N
- Canepa, A
- Cerati, G B
- Cheung, H W K
- Chlebana, F
- Cummings, G
- Dutta, I
- Elvira, V D
- Feng, Y
- Freeman, J
- Gandrakota, A
- Gecse, Z
- Gray, L
- Green, D
- Grummer, A
- Grünendahl, S
- Guerrero, D
- Gutsche, O
- Harris, R M
- Heller, R
- Herwig, T C
- Hirschauer, J
- Jayatilaka, B
- Jindariani, S
- Johnson, M
- Joshi, U
- Klijnsma, T
- Klima, B
- Kwok, K H M
- Lammel, S
- Lee, C
- Lincoln, D
- Lipton, R
- Liu, T
- Madrid, C
- Maeshima, K
- Mantilla, C
- Mason, D
- McBride, P
- Merkel, P
- Mrenna, S
- Nahn, S
- Ngadiuba, J
- Noonan, D
- Norberg, S
- Papadimitriou, V
- Pastika, N
- Pedro, K
- Pena, C
- Ravera, F
- Reinsvold Hall, A
- Ristori, L
- Safdari, M
- Sexton-Kennedy, E
- Smith, N
- Soha, A
- Spiegel, L
- Stoynev, S
- Strait, J
- Taylor, L
- Tkaczyk, S
- Tran, N V
- Uplegger, L
- Vaandering, E W
- Zoi, I
- Aruta, C
- Avery, P
- Bourilkov, D
- Chang, P
- Cherepanov, V
- Field, R D
- Huh, C
- Koenig, E
- Kolosova, M
- Konigsberg, J
- Korytov, A
- Matchev, K
- Menendez, N
- Mitselmakher, G
- Mohrman, K
- Muthirakalayil Madhu, A
- Rawal, N
- Rosenzweig, S
- Takahashi, Y
- Wang, J
- Adams, T
- Al Kadhim, A
- Askew, A
- Bower, S
- Hashmi, R
- Kim, R S
- Kim, S
- Kolberg, T
- Martinez, G
- Prosper, H
- Prova, P R
- Wulansatiti, M
- Yohay, R
- Zhang, J
- Alsufyani, B
- Butalla, S
- Das, S
- Elkafrawy, T
- Hohlmann, M
- Yanes, E
- Adams, M R
- Baty, A
- Bennett, C
- Cavanaugh, R
- Escobar Franco, R
- Evdokimov, O
- Gerber, C E
- Hawksworth, M
- Hingrajiya, A
- Hofman, D J
- Lee, J H
- Lemos, D S
- Merrit, A H
- Mills, C
- Nanda, S
- Oh, G
- Ozek, B
- Pilipovic, D
- Pradhan, R
- Prifti, E
- Roy, T
- Rudrabhatla, S
- Singh, N
- Tonjes, M B
- Varelas, N
- Wadud, M A
- Ye, Z
- Yoo, J
- Alhusseini, M
- Blend, D
- Dilsiz, K
- Emediato, L
- Karaman, G
- Köseyan, O K
- Merlo, J-P
- Mestvirishvili, A
- Neogi, O
- Ogul, H
- Onel, Y
- Penzo, A
- Snyder, C
- Tiras, E
- Blumenfeld, B
- Corcodilos, L
- Davis, J
- Gritsan, A V
- Kang, L
- Kyriacou, S
- Maksimovic, P
- Roguljic, M
- Roskes, J
- Sekhar, S
- Swartz, M
- Abreu, A
- Alcerro Alcerro, L F
- Anguiano, J
- Arteaga Escatel, S
- Baringer, P
- Bean, A
- Flowers, Z
- Grove, D
- King, J
- Krintiras, G
- Lazarovits, M
- Le Mahieu, C
- Marquez, J
- Murray, M
- Nickel, M
- Pitt, M
- Popescu, S
- Rogan, C
- Royon, C
- Sanders, S
- Smith, C
- Wilson, G
- Allmond, B
- Gujju Gurunadha, R
- Ivanov, A
- Kaadze, K
- Maravin, Y
- Natoli, J
- Roy, D
- Sorrentino, G
- Baden, A
- Belloni, A
- Bistany-Riebman, J
- Chen, Y M
- Eno, S C
- Hadley, N J
- Jabeen, S
- Kellogg, R G
- Koeth, T
- Kronheim, B
- Lai, Y
- Lascio, S
- Mignerey, A C
- Nabili, S
- Palmer, C
- Papageorgakis, C
- Paranjpe, M M
- Popova, E
- Shevelev, A
- Wang, L
- Bendavid, J
- Cali, I A
- Chou, P C
- D'Alfonso, M
- Eysermans, J
- Freer, C
- Gomez-Ceballos, G
- Goncharov, M
- Grosso, G
- Harris, P
- Hoang, D
- Kovalskyi, D
- Krupa, J
- Lavezzo, L
- Lee, Y-J
- Long, K
- Mcginn, C
- Novak, A
- Park, M I
- Paus, C
- Reissel, C
- Roland, C
- Roland, G
- Rothman, S
- Stephans, G S F
- Wang, Z
- Wyslouch, B
- Yang, T J
- Crossman, B
- Joshi, B M
- Kapsiak, C
- Krohn, M
- Mahon, D
- Mans, J
- Marzocchi, B
- Revering, M
- Rusack, R
- Saradhy, R
- Strobbe, N
- Bloom, K
- Claes, D R
- Haza, G
- Hossain, J
- Joo, C
- Kravchenko, I
- Rohilla, A
- Siado, J E
- Tabb, W
- Vagnerini, A
- Wightman, A
- Yan, F
- Yu, D
- Bandyopadhyay, H
- Hay, L
- Hsia, H W
- Iashvili, I
- Kalogeropoulos, A
- Kharchilava, A
- Morris, M
- Nguyen, D
- Rappoccio, S
- Rejeb Sfar, H
- Williams, A
- Young, P
- Alverson, G
- Barberis, E
- Bonilla, J
- Bylsma, B
- Campana, M
- Dervan, J
- Haddad, Y
- Han, Y
- Israr, I
- Krishna, A
- Li, J
- Lu, M
- Madigan, G
- Mccarthy, R
- Morse, D M
- Nguyen, V
- Orimoto, T
- Parker, A
- Skinnari, L
- Tsai, E
- Wood, D
- Bueghly, J
- Dittmer, S
- Hahn, K A
- Li, D
- Liu, Y
- Mcginnis, M
- Miao, Y
- Monk, D G
- Schmitt, M H
- Taliercio, A
- Velasco, M
- Agarwal, G
- Band, R
- Bucci, R
- Castells, S
- Das, A
- Goldouzian, R
- Hildreth, M
- Hurtado Anampa, K
- Ivanov, T
- Jessop, C
- Lannon, K
- Lawrence, J
- Loukas, N
- Lutton, L
- Mariano, J
- Marinelli, N
- Mcalister, I
- McCauley, T
- Mcgrady, C
- Moore, C
- Musienko, Y
- Nelson, H
- Osherson, M
- Piccinelli, A
- Ruchti, R
- Townsend, A
- Wan, Y
- Wayne, M
- Yockey, H
- Zarucki, M
- Zygala, L
- Basnet, A
- Carrigan, M
- Durkin, L S
- Hill, C
- Joyce, M
- Nunez Ornelas, M
- Wei, K
- Wenzl, D A
- Winer, B L
- Yates, B R
- Bouchamaoui, H
- Coldham, K
- Das, P
- Dezoort, G
- Elmer, P
- Frankenthal, A
- Greenberg, B
- Haubrich, N
- Kennedy, K
- Kopp, G
- Kwan, S
- Lange, D
- Loeliger, A
- Marlow, D
- Ojalvo, I
- Olsen, J
- Stickland, D
- Tully, C
- Vage, L H
- Malik, S
- Sharma, R
- Bakshi, A S
- Chandra, S
- Chawla, R
- Gu, A
- Gutay, L
- Jones, M
- Jung, A W
- Koshy, A M
- Liu, M
- Negro, G
- Neumeister, N
- Paspalaki, G
- Piperov, S
- Scheurer, V
- Schulte, J F
- Stojanovic, M
- Thieman, J
- Virdi, A K
- Wang, F
- Wildridge, A
- Xie, W
- Yao, Y
- Dolen, J
- Parashar, N
- Pathak, A
- Acosta, D
- Carnahan, T
- Ecklund, K M
- Fernández Manteca, P J
- Freed, S
- Gardner, P
- Geurts, F J M
- Krommydas, I
- Li, W
- Lin, J
- Miguel Colin, O
- Padley, B P
- Redjimi, R
- Rotter, J
- Yigitbasi, E
- Zhang, Y
- Bodek, A
- de Barbaro, P
- Demina, R
- Dulemba, J L
- Garcia-Bellido, A
- Hindrichs, O
- Khukhunaishvili, A
- Parmar, N
- Parygin, P
- Taus, R
- Chiarito, B
- Chou, J P
- Clark, S V
- Gadkari, D
- Gershtein, Y
- Halkiadakis, E
- Heindl, M
- Houghton, C
- Jaroslawski, D
- Konstantinou, S
- Laflotte, I
- Lath, A
- Montalvo, R
- Nash, K
- Reichert, J
- Routray, H
- Saha, P
- Salur, S
- Schnetzer, S
- Somalwar, S
- Stone, R
- Thayil, S A
- Thomas, S
- Vora, J
- Wang, H
- Ally, D
- Delannoy, A G
- Fiorendi, S
- Higginbotham, S
- Holmes, T
- Kanuganti, A R
- Karunarathna, N
- Lee, L
- Nibigira, E
- Spanier, S
- Aebi, D
- Ahmad, M
- Akhter, T
- Androsov, K
- Bouhali, O
- Eusebi, R
- Gilmore, J
- Huang, T
- Kamon, T
- Kim, H
- Luo, S
- Mueller, R
- Overton, D
- Rathjens, D
- Safonov, A
- Akchurin, N
- Damgov, J
- Gogate, N
- Hussain, A
- Kazhykarim, Y
- Lamichhane, K
- Lee, S W
- Mankel, A
- Peltola, T
- Volobouev, I
- Appelt, E
- Chen, Y
- Greene, S
- Gurrola, A
- Johns, W
- Kunnawalkam Elayavalli, R
- Melo, A
- Romeo, F
- Sheldon, P
- Tuo, S
- Velkovska, J
- Viinikainen, J
- Cardwell, B
- Chung, H
- Cox, B
- Hakala, J
- Hirosky, R
- Ledovskoy, A
- Neu, C
- Bhattacharya, S
- Karchin, P E
- Aravind, A
- Banerjee, S
- Black, K
- Bose, T
- Chavez, E
- Dasu, S
- Everaerts, P
- Galloni, C
- He, H
- Herndon, M
- Herve, A
- Koraka, C K
- Lanaro, A
- Loveless, R
- Madhusudanan Sreekala, J
- Mallampalli, A
- Mohammadi, A
- Mondal, S
- Parida, G
- Pétré, L
- Pinna, D
- Savin, A
- Shang, V
- Sharma, V
- Smith, W H
- Teague, D
- Tsoi, H F
- Vetens, W
- Warden, A
- Afanasiev, S
- Alexakhin, V
- Budkouski, D
- Golutvin, I
- Gorbunov, I
- Karjavine, V
- Korenkov, V
- Lanev, A
- Malakhov, A
- Matveev, V
- Palichik, V
- Perelygin, V
- Savina, M
- Shalaev, V
- Shmatov, S
- Shulha, S
- Smirnov, V
- Teryaev, O
- Voytishin, N
- Yuldashev, B S
- Zarubin, A
- Zhizhin, I
- Andreev, Yu
- Dermenev, A
- Gninenko, S
- Golubev, N
- Karneyeu, A
- Kirpichnikov, D
- Kirsanov, M
- Krasnikov, N
- Tlisova, I
- Toropin, A
- Gavrilov, G
- Golovtcov, V
- Ivanov, Y
- Kim, V
- Levchenko, P
- Murzin, V
- Oreshkin, V
- Sosnov, D
- Sulimov, V
- Uvarov, L
- Vorobyev, A
- Aushev, T
- Ivanov, K
- Gavrilov, V
- Lychkovskaya, N
- Nikitenko, A
- Popov, V
- Zhokin, A
- Chadeeva, M
- Chistov, R
- Polikarpov, S
- Andreev, V
- Azarkin, M
- Kirakosyan, M
- Terkulov, A
- Boos, E
- Bunichev, V
- Dubinin, M
- Dudko, L
- Gribushin, A
- Klyukhin, V
- Kodolova, O
- Obraztsov, S
- Perfilov, M
- Savrin, V
- Volkov, P
- Vorotnikov, G
- Blinov, V
- Dimova, T
- Kozyrev, A
- Radchenko, O
- Skovpen, Y
- Kachanov, V
- Konstantinov, D
- Slabospitskii, S
- Uzunian, A
- Babaev, A
- Borshch, V
- Druzhkin, D
- CMS Collaboration
Status PubMed-not-MEDLINE Language English Country France Media print-electronic
Document type Journal Article
PubMed
40342237
PubMed Central
PMC12055904
DOI
10.1140/epjc/s10052-025-14097-x
PII: 14097
Knihovny.cz E-resources
- Publication type
- Journal Article MeSH
Data analyses in particle physics rely on an accurate simulation of particle collisions and a detailed simulation of detector effects to extract physics knowledge from the recorded data. Event generators together with a geant-based simulation of the detectors are used to produce large samples of simulated events for analysis by the LHC experiments. These simulations come at a high computational cost, where the detector simulation and reconstruction algorithms have the largest CPU demands. This article describes how machine-learning (ML) techniques are used to reweight simulated samples obtained with a given set of parameters to samples with different parameters or samples obtained from entirely different simulation programs. The ML reweighting method avoids the need for simulating the detector response multiple times by incorporating the relevant information in a single sample through event weights. Results are presented for reweighting to model variations and higher-order calculations in simulated top quark pair production at the LHC. This ML-based reweighting is an important element of the future computing model of the CMS experiment and will facilitate precision measurements at the High-Luminosity LHC.
1 Physikalisches Institut RWTH Aachen University Aachen Germany
3 Physikalisches Institut A RWTH Aachen University Aachen Germany
3 Physikalisches Institut B RWTH Aachen University Aachen Germany
Adiyaman University Adiyaman Turkey
AGH University of Krakow Kraków Poland
Ain Shams University Cairo Egypt
Amity University Uttar Pradesh Noida India
Another Institute Formerly Covered by a Cooperation Agreement with CERN Geneva Switzerland
Another International Laboratory Covered by a Cooperation Agreement with CERN Geneva Switzerland
Beihang University Beijing China
Benemerita Universidad Autonoma de Puebla Puebla Mexico
Bergische University Wuppertal Wuppertal Germany
Bethel University St Paul MN USA
Bingol University Bingol Turkey
Bogazici University Istanbul Turkey
Boston University Boston MA USA
Bozok Universitetesi Rektörlügü Yozgat Turkey
Brandenburg University of Technology Cottbus Germany
British University in Egypt Cairo Egypt
Brown University Providence RI USA
California Institute of Technology Pasadena CA USA
Carnegie Mellon University Pittsburgh PA USA
Catholic University of America Washington DC USA
Center for High Energy Physics Fayoum University El Fayoum Egypt
Centro Brasileiro de Pesquisas Fisicas Rio de Janeiro Brazil
Centro de Investigacion y de Estudios Avanzados del IPN Mexico City Mexico
Centro de Investigaciones Energéticas Medioambientales y Tecnológicas Madrid Spain
Centro Siciliano di Fisica Nucleare e di Struttura Della Materia Catania Italy
CERN European Organization for Nuclear Research Geneva Switzerland
Charles University Prague Czech Republic
China Center of Advanced Science and Technology Beijing China
China Spallation Neutron Source Dongguan Guangdong China
College of Engineering and Technology American University of the Middle East Dasman Kuwait
Consejo Nacional de Ciencia y Tecnología Mexico City Mexico
Consiglio Nazionale delle Ricerche Istituto Officina dei Materiali Perugia Italy
Cornell University Ithaca NY USA
Department of Mathematics and Physics GWNU Gangneung Korea
Department of Physics College of Science Kuwait University Safat Kuwait
Department of Physics Faculty of Science Arak University Arak Iran
Department of Physics Kyung Hee University Seoul Korea
Department of Physics Tsinghua University Beijing China
Department of Physics University of California Santa Barbara Santa Barbara CA USA
Department of Physics University of Helsinki Helsinki Finland
Department of Physics University of Ruhuna Matara Sri Lanka
Department of Physics University of Science and Technology of Mazandaran Behshahr Iran
Department of Physics Yonsei University Seoul Korea
Deutsches Elektronen Synchrotron Hamburg Germany
Ecole Polytechnique Fédérale Lausanne Lausanne Switzerland
Erciyes University Kayseri Turkey
Erzincan Binali Yildirim University Erzincan Turkey
Escuela Politecnica Nacional Quito Ecuador
ETH Zurich Institute for Particle Physics and Astrophysics Zurich Switzerland
FACAMP Faculdades de Campinas São Paulo Brazil
Faculty of Engineering Istanbul University Cerrahpasa Istanbul Turkey
Faculty of Informatics University of Debrecen Debrecen Hungary
Faculty of Physics University of Belgrade Belgrade Serbia
Faculty of Science Monash University Clayton Australia
Faculty of Science University of Split Split Croatia
Federal University of Rio Grande do Sul Porto Alegre Brazil
Fermi National Accelerator Laboratory Batavia IL USA
Florida Institute of Technology Melbourne FL USA
Florida State University Tallahassee FL USA
Forschungszentrum Jülich Jülich Germany
Georgian Technical University Tbilisi Georgia
Ghent University Ghent Belgium
Hacettepe University Ankara Turkey
Hanyang University Seoul Korea
Helsinki Institute of Physics Helsinki Finland
Henan Normal University Xinxiang China
Horia Hulubei National Institute of Physics and Nuclear Engineering Bucharest Romania
HUN REN ATOMKI Institute of Nuclear Research Debrecen Hungary
HUN REN Wigner Research Centre for Physics Budapest Hungary
IIT Bhubaneswar Bhubaneswar India
Indian Institute of Science Bangalore India
Indian Institute of Science Education and Research Pune India
Indian Institute of Technology Madras Chennai India
INFN Laboratori Nazionali di Frascati Frascati Italy
INFN Sezione di Bari Università di Bari Politecnico di Bari Bari Italy
INFN Sezione di Bologna Università di Bologna Bologna Italy
INFN Sezione di Catania Università di Catania Catania Italy
INFN Sezione di Firenze Università di Firenze Florence Italy
INFN Sezione di Genova Università di Genova Genoa Italy
INFN Sezione di Milano Bicocca Università di Milano Bicocca Milan Italy
INFN Sezione di Padova Università di Padova Padua Italy Università di Trento Trento Italy
INFN Sezione di Pavia Università di Pavia Pavia Italy
INFN Sezione di Perugia Università di Perugia Perugia Italy
INFN Sezione di Roma Sapienza Università di Roma Rome Italy
INFN Sezione di Trieste Università di Trieste Trieste Italy
Institut de Physique des 2 Infinis de Lyon Villeurbanne France
Institut für Hochenergiephysik Vienna Austria
Institute for Nuclear Research and Nuclear Energy Bulgarian Academy of Sciences Sofia Bulgaria
Institute for Research in Fundamental Sciences Tehran Iran
Institute for Scintillation Materials of National Academy of Science of Ukraine Kharkiv Ukraine
Institute for Universe and Elementary Particles Chonnam National University Kwangju Korea
Institute Formerly Covered by a Cooperation Agreement with CERN Geneva Switzerland
Institute of Experimental Physics Faculty of Physics University of Warsaw Warsaw Poland
Institute of High Energy Physics Beijing China
Institute of Nuclear and Particle Physics NCSR Demokritos Aghia Paraskevi Greece
Institute of Nuclear Physics of the Uzbekistan Academy of Sciences Tashkent Uzbekistan
Institute of Physics Bhubaneswar India
Institute Rudjer Boskovic Zagreb Croatia
Instituto De Alta Investigación Universidad de Tarapacá Casilla 7 D Arica Chile
Instituto de Física de Cantabria CSIC Universidad de Cantabria Santander Spain
International Laboratory Covered by a Cooperation Agreement with CERN Geneva Switzerland
IPPP Durham University Durham UK
IRFU CEA Université Paris Saclay Gif sur Yvette France
Isfahan University of Technology Isfahan Iran
Istanbul Okan University Istanbul Turkey
Istanbul Technical University Istanbul Turkey
Istanbul University Istanbul Turkey
Istinye University Istanbul Turkey
Izmir Bakircay University Izmir Turkey
Johns Hopkins University Baltimore MD USA
Kansas State University Manhattan KS USA
Karamanoğlu Mehmetbey University Karaman Turkey
Karlsruher Institut für Technologie Karlsruhe Germany
Karoly Robert Campus MATE Institute of Technology Gyongyos Hungary
Konya Technical University Konya Turkey
Kyungpook National University Daegu Korea
Laboratoire d'Annecy le Vieux de Physique des Particules IN2P3 CNRS Annecy le Vieux France
Laboratório de Instrumentação e Física Experimental de Partículas Lisbon Portugal
Lappeenranta Lahti University of Technology Lappeenranta Finland
Marmara University Istanbul Turkey
Massachusetts Institute of Technology Cambridge MA USA
Milli Savunma University Istanbul Turkey
MTA ELTE Lendület CMS Particle and Nuclear Physics Group Eötvös Loránd University Budapest Hungary
Nanjing Normal University Nanjing China
National and Kapodistrian University of Athens Athens Greece
National Central University Chung Li Taiwan
National Centre for Nuclear Research Swierk Poland
National Centre for Particle Physics Universiti Malaya Kuala Lumpur Malaysia
National Centre for Physics Quaid 1 Azam University Islamabad Pakistan
National Institute of Chemical Physics and Biophysics Tallinn Estonia
National Science Centre Kharkiv Institute of Physics and Technology Kharkiv Ukraine
National Taiwan University Taipei Taiwan
National Technical University of Athens Athens Greece
Northeastern University Boston MA USA
Northwestern University Evanston IL USA
Panjab University Chandigarh India
Physics Department Faculty of Science Assiut University Asyût Egypt
Physics Department Middle East Technical University Ankara Turkey
Physics Department Science and Art Faculty Çukurova University Adana Turkey
Princeton University Princeton NJ USA
PSI Center for Neutron and Muon Sciences Villigen Switzerland
Punjab Agricultural University Ludhiana India
Purdue University Northwest Hammond IN USA
Purdue University West Lafayette IN USA
Research Center of Experimental Health Science Near East University Mersin Turkey
Rice University Houston TX USA
Riga Technical University Riga Latvia
Rutgers The State University of New Jersey Piscataway NJ USA
Rutherford Appleton Laboratory Didcot UK
Saegis Campus Nugegoda Sri Lanka
Saha Institute of Nuclear Physics HBNI Kolkata India
School of Physics and Astronomy University of Southampton Southampton UK
Scuola Superiore Meridionale Università di Napoli 'Federico II' Naples Italy
Seoul National University Seoul Korea
Sharif University of Technology Tehran Iran
State Key Laboratory of Nuclear Physics and Technology Peking University Beijing China
State University of New York at Buffalo Buffalo NY USA
Stefan Meyer Institute for Subatomic Physics Vienna Austria
Sun Yat Sen University Guangzhou China
Sungkyunkwan University Suwon Korea
Tata Institute of Fundamental Research A Mumbai India
Tata Institute of Fundamental Research B Mumbai India
Texas A and M University at Qatar Doha Qatar
Texas A and M University College Station TX USA
Texas Tech University Lubbock TX USA
The Ohio State University Columbus OH USA
The University of Alabama Tuscaloosa AL USA
The University of Iowa Iowa City IA USA
The University of Kansas Lawrence KS USA
The University of the State of Amazonas Manaus Brazil
Trincomalee Campus Eastern University Sri Lanka Nilaveli Sri Lanka
United States Naval Academy Annapolis MD USA
Universidad Autónoma de Madrid Madrid Spain
Universidad de Antioquia Medellín Colombia
Universidad de Los Andes Bogotá Colombia
Universidad de Sonora Hermosillo Mexico
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Universidad San Francisco de Quito Quito Ecuador
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Universidade Estadual Paulista Universidade Federal do ABC São Paulo Brazil
Università degli Studi Guglielmo Marconi Rome Italy
Università di Torino Turin Italy
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Universitatea Babes Bolyai Facultatea de Fizica Cluj Napoca Romania
Université Catholique de Louvain Louvain la Neuve Belgium
Université de Haute Alsace Mulhouse France
Université de Strasbourg CNRS IPHC UMR 7178 Strasbourg France
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University College Dublin Dublin Ireland
University of Bristol Bristol UK
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University of California Riverside Riverside CA USA
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University of Colorado Boulder Boulder CO USA
University of Cyprus Nicosia Cyprus
University of Delhi Delhi India
University of Florida Gainesville FL USA
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University of Hyderabad Hyderabad India
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See more in PubMed
A. Buckley et al., Systematic event generator tuning for the LHC. Eur. Phys. J. C 65, 331 (2010). 10.1140/epjc/s10052-009-1196-7. arXiv:0907.2973
ATLAS Collaboration, ATLAS software and computing HL-LHC roadmap. ATLAS Technical Proposal CERN-LHCC-2022-005 (2022). https://cds.cern.ch/record/2802918
CMS Offline Software and Computing Group, CMS Phase 2 computing model: update document. CMS Note CMS-NOTE-2022-008 (2022). https://cds.cern.ch/record/2815292
HEP Software Foundation, J. Albrecht et al., A roadmap for HEP software and computing R &D for the 2020s. Comput. Softw. Big Sci. 3, 7 (2019). 10.1007/s41781-018-0018-8. arXiv:1712.06982
G. Apollinari et al., High-luminosity large hadron collider (HL-LHC): technical design report v.0.1. CERN Technical Proposal CERN-2017-007-M (2017). 10.23731/CYRM-2017-004
CMS Collaboration, Measurement of the [Image: see text] production cross section, the top quark mass, and the strong coupling constant using dilepton events in pp collisions at [Image: see text] TeV. Eur. Phys. J. C 79, 368 (2019). 10.1140/epjc/s10052-019-6863-8. arXiv:1812.10505 PubMed PMC
A. Rogozhnikov, Reweighting with boosted decision trees, in Proceedings of the 17th International Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT 2016): Valparaiso, Chile, January 18–22, 2016 (2016). 10.1088/1742-6596/762/1/012036. arXiv:1608.05806. [J. Phys. Conf. Ser. 762, 012036 (2016)]
K. Cranmer, J. Pavez, G. Louppe, Approximating likelihood ratios with calibrated discriminative classifiers (2015). arXiv:1506.02169
A. Andreassen, B. Nachman, Neural networks for full phase-space reweighting and parameter tuning. Phys. Rev. D 101, 091901 (2020). 10.1103/PhysRevD.101.091901. arXiv:1907.08209
B. Nachman, J. Thaler, Neural conditional reweighting. Phys. Rev. D 105, 076015 (2022). 10.1103/PhysRevD.105.076015. arXiv:2107.08979
B. Amos, L. Xu , J. Zico Kolter, Input convex neural networks, in Proceedings of the 34th International Conference on Machine Learning (ICML 2017): Sydney, Australia, August 6–11, 2017 (2017). arXiv:1609.07152. https://proceedings.mlr.press/v70/amos17b.html. [PMLR 70, 146 (2017)]
C. Pollard, P. Windischhofer, Transport away your problems: calibrating stochastic simulations with optimal transport. Nucl. Instrum. Methods A 1027, 166119 (2022). 10.1016/j.nima.2021.166119. arXiv:2107.08648
E.G. Tabak, C.V. Turner, A family of nonparametric density estimation algorithms. Commun. Pure Appl. Math. 66, 145 (2013). 10.1002/cpa.21423
E.G. Tabak, E. Vanden-Eijnden, Density estimation by dual ascent of the log-likelihood. Commun. Math. Sci. 8, 217 (2010). 10.4310/CMS.2010.v8.n1.a11
T. Golling, S. Klein, R. Mastandrea, B. Nachman, Flow-enhanced transportation for anomaly detection. Phys. Rev. D 107, 096025 (2023). 10.1103/PhysRevD.107.096025. arXiv:2212.11285
J.A. Raine, S. Klein, D. Sengupta, T. Golling, CURTAINs for your sliding window: constructing unobserved regions by transforming adjacent intervals. Front. Big Data 6, 899345 (2023). 10.3389/fdata.2023.899345. arXiv:2203.09470 PubMed PMC
A. Hallin et al., Classifying anomalies through outer density estimation. Phys. Rev. D 106, 055006 (2022). 10.1103/PhysRevD.106.055006. arXiv:2109.00546
M. Algren et al., Flow away your differences: conditional normalizing flows as an improvement to reweighting. Submitted to SciPost Phys. (2023). arXiv:2304.14963
S. Diefenbacher et al., DctrGan: improving the precision of generative models with reweighting. JINST 15, P11004 (2020). 10.1088/1748-0221/15/11/P11004. arXiv:2009.03796
CMS Collaboration, The CMS experiment at the CERN LHC. JINST 3, S08004 (2008). 10.1088/1748-0221/3/08/S08004
S. Alioli, P. Nason, C. Oleari, E. Re, A general framework for implementing NLO calculations in shower Monte Carlo programs: the powheg box. JHEP 06, 043 (2010). 10.1007/JHEP06(2010)043. arXiv:1002.2581
S. Frixione, G. Ridolfi, P. Nason, A positive-weight next-to-leading-order Monte Carlo for heavy flavour hadroproduction. JHEP 09, 126 (2007). 10.1088/1126-6708/2007/09/126. arXiv:0707.3088
S. Frixione, P. Nason, C. Oleari, Matching NLO QCD computations with parton shower simulations: the powheg method. JHEP 11, 070 (2007). 10.1088/1126-6708/2007/11/070. arXiv:0709.2092
T. Sjöstrand et al., An introduction to PYTHIA 8.2. Comput. Phys. Commun. 191, 159 (2015). 10.1016/j.cpc.2015.01.024. arXiv:1410.3012
P.F. Monni et al., MiNNLO [Image: see text]: a new method to match NNLO QCD to parton showers. JHEP 05, 143 (2020). 10.1007/JHEP05(2020)143. arXiv:1908.06987. [Erratum: 10.1007/JHEP02(2022)031] PubMed PMC
P.F. Monni, E. Re, M. Wiesemann, MiNNLO [Image: see text]: optimizing [Image: see text] hadronic processes. Eur. Phys. J. C 80, 1075 (2020). 10.1140/epjc/s10052-020-08658-5. arXiv:2006.04133
J. Mazzitelli et al., Next-to-next-to-leading order event generation for top-quark pair production. Phys. Rev. Lett. 127, 062001 (2021). 10.1103/PhysRevLett.127.062001. arXiv:2012.14267 PubMed
J. Mazzitelli et al., Top-pair production at the LHC with MINNLO [Image: see text]. JHEP 04, 079 (2022). 10.1007/JHEP04(2022)079. arXiv:2112.12135
P. Komiske, E. Metodiev, J. Thaler, Energy flow networks: deep sets for particle jets. JHEP 01, 121 (2019). 10.1007/JHEP01(2019)121. arXiv:1810.05165
P. Baldi et al., Parameterized neural networks for high-energy physics. Eur. Phys. J. C 76, 235 (2016). 10.1140/epjc/s10052-016-4099-4. arXiv:1601.07913
M. Zaheer et al., Deep sets, in Proceedings of the 31st Conference on Neural Information Processing Systems (NIPS 2017): Long Beach CA, USA, December 04–09, 2017 (2017), p. 3391. arXiv:1703.06114. https://papers.nips.cc/paper_files/paper/2017/hash/f22e4747da1aa27e363d86d40ff442fe-Abstract.html
A.F. Agarap, Deep learning using rectified linear units (ReLU) (2018). arXiv:1803.08375
F. Chollet et al., keras (2015). Software available from https://keras.io
M. Abadi et al., TensorFlow: large-scale machine learning on heterogeneous systems (2015). 10.5281/zenodo.4724125. Software available from http://tensorflow.org
D.P. Kingma, J. Ba, adam: a method for stochastic optimization, in Proceedings of the 3rd International Conference on Learning Representations (ICLR 2015): San Diego CA, USA, May 7–9, 2015 (2015). arXiv:1412.6980
S. Alioli, P. Nason, C. Oleari, E. Re, NLO Higgs boson production via gluon fusion matched with shower in POWHEG. JHEP 04, 002 (2009). 10.1088/1126-6708/2009/04/002. arXiv:0812.0578
ATLAS and CMS Collaborations, Combination of measurements of the top quark mass from data collected by the ATLAS and CMS experiments at [Image: see text] and 8 TeV. Phys. Rev. Lett. 132, 261902 (2024). 10.1103/PhysRevLett.132.261902. arXiv:2402.08713 PubMed
CMS Collaboration, Extraction and validation of a new set of CMS PYTHIA8 tunes from underlying-event measurements. Eur. Phys. J. C 80, 4 (2020). 10.1140/epjc/s10052-019-7499-4. arXiv:1903.12179 PubMed PMC
S. Amoroso et al., Standard model working group report, in Proceedings of the 11th Les Houches Workshop on Physics at TeV Colliders (PhysTeV 2019): Les Houches, France, June 10–28, 2019 (2020). arXiv:2003.01700
M. Cacciari, G.P. Salam, G. Soyez, The anti-kt jet clustering algorithm. JHEP 04, 063 (2008). 10.1088/1126-6708/2008/04/063. arXiv:0802.1189
B. Efron, Bootstrap methods: another look at the jackknife, in Breakthroughs in Statistics, ed. by S. Kotz, N. Johnson (Springer, New York, 1992), p. 569. 10.1007/978-1-4612-4380-9_41
CMS Collaboration, Measurement of the top quark mass using a profile likelihood approach with the lepton+jets final states in proton–proton collisions at [Image: see text] TeV. Eur. Phys. J. C 83, 963 (2023). 10.1140/epjc/s10052-023-12050-4. arXiv:2302.01967 PubMed PMC
C. Bierlich et al., A comprehensive guide to the physics and usage of PYTHIA 8.3. SciPost Phys. Codeb. 8 (2022). 10.21468/SciPostPhysCodeb.8. arXiv:2203.11601
M.G. Bowler, [Image: see text] production of heavy quarks in the string model. Z. Phys. C 11, 169 (1981). 10.1007/BF01574001
P. Skands, S. Carrazza, J. Rojo, Tuning PYTHIA 8.1: the Monash, tune. Eur. Phys. J. C 74(2014), 3024 (2013). 10.1140/epjc/s10052-014-3024-y. arXiv:1404.5630
G. Corcella, A.D. Mitov, Bottom-quark fragmentation in top-quark decay. Nucl. Phys. B 623, 247 (2002). 10.1016/S0550-3213(01)00639-3. arXiv:hep-ph/0110319
M. Cacciari, G. Corcella, A.D. Mitov, Soft gluon resummation for bottom fragmentation in top quark decay. JHEP 12, 015 (2002). 10.1088/1126-6708/2002/12/015. arXiv:hep-ph/0209204
P. Bärnreuther, M. Czakon, A. Mitov, Percent level precision physics at the Tevatron: next-to-next-to-leading order QCD corrections to [Image: see text]. Phys. Rev. Lett. 109, 132001 (2012). 10.1103/PhysRevLett.109.132001. arXiv:1204.5201 PubMed
M. Czakon, A. Mitov, NNLO corrections to top-pair production at hadron colliders: the all-fermionic scattering channels. JHEP 12, 054 (2012). 10.1007/JHEP12(2012)054. arXiv:1207.0236
M. Czakon, A. Mitov, NNLO corrections to top pair production at hadron colliders: the quark-gluon reaction. JHEP 01, 080 (2013). 10.1007/JHEP01(2013)080. arXiv:1210.6832
M. Czakon, P. Fiedler, A. Mitov, Total top-quark pair-production cross section at hadron colliders through [Image: see text]. Phys. Rev. Lett. 110, 252004 (2013). 10.1103/PhysRevLett.110.252004. arXiv:1303.6254 PubMed
M. Czakon, D. Heymes, A. Mitov, High-precision differential predictions for top-quark pairs at the LHC. Phys. Rev. Lett. 116, 082003 (2016). 10.1103/PhysRevLett.116.082003. arXiv:1511.00549 PubMed
M. Czakon, P. Fiedler, D. Heymes, A. Mitov, NNLO QCD predictions for fully-differential top-quark pair production at the Tevatron. JHEP 05, 034 (2016). 10.1007/JHEP05(2016)034. arXiv:1601.05375
S. Catani et al., Top-quark pair hadroproduction at next-to-next-to-leading order in QCD. Phys. Rev. D 99, 051501 (2019). 10.1103/PhysRevD.99.051501. arXiv:1901.04005
S. Catani et al., Top-quark pair production at the LHC: fully differential QCD predictions at NNLO. JHEP 07, 100 (2019). 10.1007/JHEP07(2019)100. arXiv:1906.06535
S. Catani et al., Top-quark pair hadroproduction at NNLO: differential predictions with the [Image: see text] mass. JHEP 08, 027 (2020). 10.1007/JHEP08(2020)027. arXiv:2005.00557
CMS Collaboration, Measurement of differential cross sections for top quark pair production using the lepton+jets final state in proton–proton collisions at 13 TeV. Phys. Rev. D 95, 092001 (2017). 10.1103/PhysRevD.95.092001. arXiv:1610.04191
CMS Collaboration, Measurement of double-differential cross sections for top quark pair production in pp collisions at [Image: see text] TeV and impact on parton distribution functions. Eur. Phys. J. C 77, 459 (2017). 10.1140/epjc/s10052-017-4984-5. arXiv:1703.01630 PubMed PMC
CMS Collaboration, Measurement of normalized differential [Image: see text] cross sections in the dilepton channel from pp collisions at [Image: see text] TeV. JHEP 04, 060 (2018). 10.1007/JHEP04(2018)060. arXiv:1708.07638
CMS Collaboration, Measurements of differential cross sections of top quark pair production as a function of kinematic event variables in proton–proton collisions at [Image: see text] TeV. JHEP 06, 002 (2018). 10.1007/JHEP06(2018)002. arXiv:1803.03991
CMS Collaboration, Measurements of [Image: see text] differential cross sections in proton–proton collisions at [Image: see text] TeV using events containing two leptons. JHEP 02, 149 (2019). 10.1007/JHEP02(2019)149. arXiv:1811.06625
CMS Collaboration, Measurement of the top quark mass in the all-jets final state at [Image: see text] TeV and combination with the lepton+jets channel. Eur. Phys. J. C 79, 313 (2019). 10.1140/epjc/s10052-019-6788-2. arXiv:1812.10534 PubMed PMC
CMS Collaboration, Measurement of [Image: see text] normalised multi-differential cross sections in pp collisions at [Image: see text] , and simultaneous determination of the strong coupling strength, top quark pole mass, and parton distribution functions. Eur. Phys. J. C 80, 658 (2020). 10.1140/epjc/s10052-020-7917-7. arXiv:1904.05237
CMS Collaboration, Measurement of differential [Image: see text] production cross sections in the full kinematic range using lepton+jets events from proton–proton collisions at [Image: see text] TeV. Phys. Rev. D 104, 092013 (2021). 10.1103/PhysRevD.104.092013. arXiv:2108.02803
ATLAS Collaboration, Measurements of top-quark pair differential cross-sections in the e [Image: see text] channel in pp collisions at [Image: see text] TeV using the ATLAS detector. Eur. Phys. J. C 76, 538 (2016). 10.1140/epjc/s10052-016-4366-4. arXiv:1511.04716 PubMed PMC
ATLAS Collaboration, Measurement of top quark pair differential cross-sections in the dilepton channel in pp collisions at [Image: see text] and 8 TeV with ATLAS. Phys. Rev. D 94, 092003 (2016). 10.1103/PhysRevD.94.092003. arXiv:1607.07281. [Addendum: 10.1103/PhysRevD.101.119901]
ATLAS Collaboration, Measurements of top-quark pair differential cross-sections in the lepton + jets channel in pp collisions at [Image: see text] TeV using the ATLAS detector. Eur. Phys. J. C 77, 292 (2017). 10.1140/epjc/s10052-017-4821-x. arXiv:1612.05220
ATLAS Collaboration, Measurements of top-quark pair differential cross-sections in the lepton+jets channel in pp collisions at [Image: see text] TeV using the ATLAS detector. JHEP 11, 191 (2017). 10.1007/JHEP11(2017)191. arXiv:1708.00727
ATLAS Collaboration, Measurement of lepton differential distributions and the top quark mass in [Image: see text] production in pp collisions at [Image: see text] TeV with the ATLAS detector. Eur. Phys. J. C 77, 804 (2017). 10.1140/epjc/s10052-017-5349-9. arXiv:1709.09407 PubMed PMC
ATLAS Collaboration, Measurements of top-quark pair differential and double-differential cross-sections in the [Image: see text] channel with pp collisions at [Image: see text] TeV using the ATLAS detector. Eur. Phys. J. C 79, 1028 (2019). 10.1140/epjc/s10052-019-7525-6. arXiv:1908.07305. [Erratum: 10.1140/epjc/s10052-020-08541-3]
ATLAS Collaboration, Measurement of the [Image: see text] production cross-section and lepton differential distributions in [Image: see text] dilepton events from pp collisions at [Image: see text] TeV with the ATLAS detector. Eur. Phys. J. C 80, 528 (2020). 10.1140/epjc/s10052-020-7907-9. arXiv:1910.08819
M. Beneke, P. Falgari, S. Klein, C. Schwinn, Hadronic top-quark pair production with NNLL threshold resummation. Nucl. Phys. B 855, 695 (2012). 10.1016/j.nuclphysb.2011.10.021. arXiv:1109.1536
M. Beneke et al., Inclusive top-pair production phenomenology with TOPIXS. JHEP 07, 194 (2012). 10.1007/JHEP07(2012)194. arXiv:1206.2454
H.X. Zhu et al., Transverse-momentum resummation for top-quark pairs at hadron colliders. Phys. Rev. Lett. 110, 082001 (2013). 10.1103/PhysRevLett.110.082001. arXiv:1208.5774 PubMed
H.T. Li et al., Top quark pair production at small transverse momentum in hadronic collisions. Phys. Rev. D 88, 074004 (2013). 10.1103/PhysRevD.88.074004. arXiv:1307.2464
S. Catani, M. Grazzini, A. Torre, Transverse-momentum resummation for heavy-quark hadroproduction. Nucl. Phys. B 890, 518 (2014). 10.1016/j.nuclphysb.2014.11.019. arXiv:1408.4564
S. Catani, M. Grazzini, H. Sargsyan, Transverse-momentum resummation for top-quark pair production at the LHC. JHEP 11, 061 (2018). 10.1007/JHEP11(2018)061. arXiv:1806.01601
W.-L. Ju et al., Top quark pair production near threshold: single/double distributions and mass determination. JHEP 06, 158 (2020). 10.1007/JHEP06(2020)158. arXiv:2004.03088
S. Alioli, A. Broggio, M.A. Lim, Zero-jettiness resummation for top-quark pair production at the LHC. JHEP 01, 066 (2022). 10.1007/JHEP01(2022)066. arXiv:2111.03632
K. Hamilton, P. Nason, C. Oleari, G. Zanderighi, Merging H/W/Z+0 and 1 jet at NLO with no merging scale: a path to parton shower + NNLO matching. JHEP 05, 082 (2013). 10.1007/JHEP05(2013)082. arXiv:1212.4504
S. Alioli et al., Matching fully differential NNLO calculations and parton showers. JHEP 06, 089 (2014). 10.1007/JHEP06(2014)089. arXiv:1311.0286
S. Höche, Y. Li, S. Prestel, Drell–Yan lepton pair production at NNLO QCD with parton showers. Phys. Rev. D 91, 074015 (2015). 10.1103/PhysRevD.91.074015. arXiv:1405.3607
CMS Collaboration, Search for a heavy resonance decaying to a top quark and a W boson at [Image: see text] TeV in the fully hadronic final state. JHEP 12, 106 (2021). 10.1007/JHEP12(2021)106. arXiv:2104.12853
CMS Collaboration, Search for a heavy resonance decaying into a top quark and a W boson in the lepton+jets final state at [Image: see text] TeV. JHEP 04, 048 (2022). 10.1007/JHEP04(2022)048. arXiv:2111.10216
ATLAS Collaboration, Measurements of differential cross-sections in top-quark pair events with a high transverse momentum top quark and limits on beyond the standard model contributions to top-quark pair production with the ATLAS detector at [Image: see text] TeV. JHEP 06, 063 (2022). 10.1007/JHEP06(2022)063. arXiv:2202.12134
B. Nachman, J. Thaler, Neural resampler for Monte Carlo reweighting with preserved uncertainties. Phys. Rev. D 102, 076004 (2020). 10.1103/PhysRevD.102.076004. arXiv:2007.11586
CMS core software repository (CMSSW). 10.7483/OPENDATA.CMS.1BNU.8V1W DOI
Open neural network exchange (ONNX). Software available at https://onnx.ai
A. Paszke et al., PyTorch: an imperative style, high-performance deep learning library, in Proceedings of the 33rd Conference on Neural Information Processing Systems (NeurIPS 2019): Vancouver, Canada, December 08–14, 2019 (2019). arXiv:1912.01703
T. Chen, C. Guestrin, XGBoost: a scalable tree boosting system, in Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining: San Francisco CA, USA, August 13–17, 2016 (2016). 10.1145/2939672.2939785. arXiv:1603.02754
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