ATLAS flavour-tagging algorithms for the LHC Run 2 <i>pp</i> collision dataset

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Aad, G, Abbott, B, Abeling, K, Abicht, NJ, Abidi, SH, Aboulhorma, A, Abramowicz, H, Abreu, H, Abulaiti, Y, Abusleme Hoffman, AC et al (show 2922 more authors) , Acharya, BS, Adam Bourdarios, C, Adamczyk, L, Adamek, L, Addepalli, SV, Addison, MJ, Adelman, J, Adiguzel, A, Adorni, S, Adye, T, Affolder, AA, Afik, Y, Agaras, MN, Agarwala, J, Aggarwal, A, Agheorghiesei, C, Ahmad, A, Ahmadov, F, Ahmed, WS, Ahuja, S, Ai, X, Aielli, G, Ait Tamlihat, M, Aitbenchikh, B, Aizenberg, I, Akbiyik, M, Akesson, TPA, Akimov, AV, Akiyama, D, Akolkar, NN, Al Khoury, K, Alberghi, GL, Albert, J, Albicocco, P, Albouy, GL, Alderweireldt, S, Aleksa, M, Aleksandrov, IN, Alexa, C, Alexopoulos, T, Alfonsi, A, Alfonsi, F, Alhroob, M, Ali, B, Ali, S, Aliev, M, Alimonti, G, Alkakhi, W, Allaire, C, Allbrooke, BMM, Allendes Flores, CA, Allport, PP, Aloisio, A, Alonso, F, Alpigiani, C, Alvarez Estevez, M, Alvarez Fernandez, A, Alviggi, MG, Aly, M, Amaral Coutinho, Y, Ambler, A, Amelung, C, Amerl, M, Ames, CG, Amidei, D, Amor Dos Santos, SP, Amos, KR, Ananiev, V, Anastopoulos, C, Andeen, T, Anders, JK, Andrean, SY, Andreazza, A, Angelidakis, S, Angerami, A, Anisenkov, AV, Annovi, A, Antel, C, Anthony, MT, Antipov, E, Antonelli, M, Antrim, DJA, Anulli, F, Aoki, M, Aoki, T, Aparisi Pozo, JA, Aparo, MA, Aperio Bella, L, Appelt, C, Aranzabal, N, Araujo Ferraz, V, Arcangeletti, C, Arce, ATH, Arena, E, Arguin, J-F, Argyropoulos, S, Arling, J-H, Armbruster, AJ, Arnaez, O, Arnold, H, Arrubarrena Tame, ZP, Artoni, G, Asada, H, Asai, K, Asai, S, Asbah, NA, Assahsah, J, Assamagan, K, Astalos, R, Atashi, S, Atkin, RJ, Atkinson, M, Atlay, NB, Atmani, H, Atmasiddha, PA, Augsten, K, Auricchio, S, Auriol, AD, Austrup, VA, Avolio, G, Axiotis, K, Azuelos, G, Babal, D, Bachacou, H, Bachas, K, Bachiu, A, Backman, F, Badea, A, Bagnaia, P, Bahmani, M, Bailey, AJ, Bailey, VR, Baines, JT, Bakalis, C, Baker, OK, Bakos, E, Bakshi Gupta, D, Balasubramanian, R, Baldin, EM, Balek, P, Ballabene, E, Balli, F, Baltes, LM, Balunas, WK, Balz, J, Banas, E, Bandieramonte, M, Bandyopadhyay, A, Bansal, S, Barak, L, Barakat, M, Barberio, EL, Barberis, D, Barbero, M, Barbour, G, Barends, KN, Barillari, T, Barisits, M-S, Barklow, T, Baron, P, Baron Moreno, DA, Baroncelli, A, Barone, G, Barr, AJ, Barr, JD, Barranco Navarro, L, Barreiro, F, Barreiro Guimares da Costa, J, Barron, U, Barros Teixeira, MG, Barsov, S, Bartels, F, Bartoldus, R, Barton, AE, Bartos, P, Basan, A, Baselga, M, Bassalat, A, Basso, MJ, Basson, CR, Bates, RL, Batlamous, S, Batley, JR, Batool, B, Battaglia, M, Battulga, D, Bauce, M, Bauer, M, Bauer, P, Bazzano Hurrell, LT, Beacham, JB, Beau, T, Beauchemin, PH, Becherer, F, Bechtle, P, Beck, HP, Becker, K, Beddall, AJ, Bednyakov, VA, Bee, CP, Beemster, LJ, Beermann, TA, Begalli, M, Begel, M, Behera, A, Behr, JK, Beirer, JF, Beisiegel, F, Belfkir, M, Bella, G, Bellagamba, L, Bellerive, A, Bellos, P, Beloborodov, K, Belyaev, NL, Benchekroun, D, Bendebba, F, Benhammou, Y, Benoit, M, Bensinger, JR, Bentvelsen, S, Beresford, L, Beretta, M, Bergeaas Kuutmann, E, Berger, N, Bergmann, B, Beringer, J, Berlendis, S, Bernardi, G, Bernius, C, Bernlochner, FU, Bernon, F, Berry, T, Berta, P, Berthold, A, Bertram, IA, Bethke, S, Betti, A, Bevan, AJ, Bhamjee, M, Bhatta, S, Bhattacharya, DS, Bhattarai, P, Bhopatkar, VS, Bi, R, Bianchi, RM, Bianco, G, Biebel, O, Bielski, R, Biglietti, M, Billoud, TRV, Bindi, M, Bingul, A, Bini, C, Biondini, A, Birch-sykes, CJ, Bird, GA, Birman, M, Biros, M, Bisanz, T, Bisceglie, E, Biswas, D, Bitadze, A, Bjrke, K, Bloch, I, Blocker, C, Blue, A, Blumenschein, U, Blumenthal, J, Bobbink, GJ, Bobrovnikov, VS, Boehler, M, Boehm, B, Bogavac, D, Bogdanchikov, AG, Bohm, C, Boisvert, V, Bokan, P, Bold, T, Bomben, M, Bona, M, Boonekamp, M, Booth, CD, Borbely, AG, Bordulev, IS, Borecka-Bielska, HM, Borgna, LS, Borissov, G, Bortoletto, D, Boscherini, D, Bosman, M, Bossio Sola, JD, Bouaouda, K, Bouchhar, N, Boudreau, J, Bouhova-Thacker, EV, Boumediene, D, Bouquet, R, Boveia, A, Boyd, J, Boye, D, Boyko, IR, Bracinik, J, Brahimi, N, Brandt, G, Brandt, O, Braren, F, Brau, B, Brau, JE, Brener, R, Brenner, L, Brenner, R, Bressler, S, Britton, D, Britzger, D, Brock, I, Brooijmans, G, Brooks, WK, Brost, E, Brown, LM, Bruckler, TL, Bruckman de Renstrom, PA, Brueers, B, Bruncko, D, Bruni, A, Bruni, G, Bruschi, M, Bruscino, N, Buanes, T, Buat, Q, Buchin, D, Buckley, AG, Budagov, IA, Bugge, MK, Bulekov, O, Bullard, BA, Burdin, S ORCID: 0000-0003-4831-4132, Burgard, CD, Burger, AM, Burghgrave, B, Burlayenko, O, Burr, JTP, Burton, CD, Burzynski, JC, Busch, EL, Buescher, V, Bussey, PJ, Butler, JM, Buttar, CM, Butterworth, JM, Buttinger, W, Buxo Vazquez, CJ, Buzykaev, AR, Cabras, G, Cabrera Urban, S, Caforio, D, Cai, H, Cai, Y, Cairo, VMM, Cakir, O, Calace, N, Calafiura, P, Calderini, G, Calfayan, P, Callea, G, Caloba, LP, Calvet, D, Calvet, S, Calvet, TP, Calvetti, M, Camacho Toro, R, Camarda, S, Camarero Munoz, D, Camarri, P, Camerlingo, MT, Cameron, D, 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Chen, Y, Cheng, CL, Cheng, HC, Cheong, S, Cheplakov, A, Cheremushkina, E, Cherepanova, E, Cherkaoui El Moursli, R, Cheu, E, Cheung, K, Chevalier, L, Chiarella, V, Chiarelli, G, Chiedde, N, Chiodini, G, Chisholm, AS, Chitan, A, Chitishvili, M, Chizhov, MV, Choi, K, Chomont, AR, Chou, Y, Chow, EYS, Chowdhury, T, Christopher, LD, Chu, KL, Chu, MC, Chu, X, Chudoba, J, Chwastowski, JJ, Cieri, D, Ciesla, KM, Cindro, V, Ciocio, A, Cirotto, F, Citron, ZH, Citterio, M, Ciubotaru, DA, Ciungu, BM, Clark, A, Clark, PJ, Clavijo Columbie, JM, Clawson, SE, Clement, C, Clercx, J, Clissa, L, Coadou, Y, Cobal, M, Coccaro, A, Coelho Barrue, RF, Coelho Lopes De Sa, R, Coelli, S, Cohen, H, Coimbra, AEC, Cole, B, Collot, J, Conde Muino, P, Connell, MP, Connell, SH, Connelly, IA, Conroy, EI, Conventi, F, Cooke, HG, Cooper-Sarkar, AM, Cordeiro Oudot Choi, A, Cormier, F, Corpe, LD, Corradi, M, Corriveau, F, Cortes-Gonzalez, A, Costa, MJ, Costanza, F, Costanzo, D, Cote, BM, Cowan, G, Cranmer, K, Cremonini, D, Crepe-Renaudin, S, Crescioli, F, Cristinziani, M, Cristoforetti, M, Croft, V, Crosby, JE, Crosetti, G, Cueto, A, Cuhadar Donszelmann, T, Cui, H, Cui, Z, Cunningham, WR, Curcio, F, Czodrowski, P, Czurylo, MM, Da Cunha Sargedas De Sousa, MJ, Da Fonseca Pinto, JV, Da Via, C, Dabrowski, W, Dado, T, Dahbi, S, Dai, T, Dallapiccola, C, Dam, M, D'amen, G, D'Amico, V, Damp, J, Dandoy, JR, Daneri, MF, Danninger, M, Dao, V, Darbo, G, Darmora, S, Das, SJ, D'Auria, S, David, C, Davidek, T, Davis-Purcell, B, Dawson, I, Day-hall, HA, De, K, De Asmundis, R, De Biase, N, De Castro, S, De Groot, N, de Jong, P, De la Torre, H, De Maria, A, De Salvo, A, De Sanctis, U, De Santo, A, De Vivie De Regie, JB, Dedovich, DV, Degens, J, Deiana, AM, Del Corso, F, Del Peso, J, Del Rio, F, Deliot, F, Delitzsch, CM, Della Pietra, M, Della Volpe, D, Dell'Acqua, A, Dell'Asta, L, Delmastro, M, Delsart, PA, Demers, S, Demichev, M, Denisov, SP, D'Eramo, L, Derendarz, D, Derue, F, Dervan, P ORCID: 0000-0003-3929-8046, Desch, K, Dette, K, Deutsch, C, Di Bello, FA, Di Ciaccio, A, Di Ciaccio, L, Di Domenico, A, Di Donato, C, Di Girolamo, A, Di Gregorio, G, Di Luca, A, Di Micco, B, Di Nardo, R, Diaconu, C, Dias, FA, Dias Do Vale, T, Diaz, MA, Diaz Capriles, FG, Didenko, M, Diehl, EB, Diehl, L, Diez Cornell, S, Diez Pardos, C, Dimitriadi, C, Dimitrievska, A, Dingfelder, J, Dinu, I-M, Dittmeier, SJ, Dittus, F, Djama, F, Djobava, T, Djuvsland, JI, Doglioni, C, Dolejsi, J, Dolezal, Z, Donadelli, M, Dong, B, Donini, J, D'Onofrio, A, D'Onofrio, M ORCID: 0000-0003-2408-5099, Dopke, J, Doria, A, Dova, MT, Doyle, AT, Draguet, MA, Drechsler, E, Dreyer, E, Drivas-koulouris, I, Drobac, AS, Drozdova, M, Du, D, du Pree, TA, Dubinin, F, Dubovsky, M, Duchovni, E, Duckeck, G, Ducu, OA, Duda, D, Dudarev, A, Duden, ER, D'uffizi, M, Duflot, L, Duehrssen, M, Duelsen, C, Dumitriu, AE, Dunford, M, Dungs, S, Dunne, K, Duperrin, A, Duran Yildiz, H, Dueren, M, Durglishvili, A, Dwyer, BL, Dyckes, GI, Dyndal, M, Dysch, S, Dziedzic, BS, Earnshaw, ZO, Eberwein, GH, Eckerova, B, Eggebrecht, S, Eggleston, MG, Egidio Purcino De Souza, E, Ehrke, LF, Eigen, G, Einsweiler, K, Ekelof, T, Ekman, PA, El Ghazali, Y, El Jarrari, H, El Moussaouy, A, Ellajosyula, V, Ellert, M, Ellinghaus, F, Elliot, AA, Ellis, N, Elmsheuser, J, Elsing, M, Emeliyanov, D, Enari, Y, Ene, I, Epari, S, Erdmann, J, Erland, PA, Errenst, M, Escalier, M, Escobar, C, Etzion, E, Evans, G, Evans, H, Evans, LS, Evans, MO, Ezhilov, A, Ezzarqtouni, S, Fabbri, F, Fabbri, L, Facini, G, Fadeyev, V, Fakhrutdinov, RM, Falciano, S, Falda Ulhoa Coelho, LF, Falke, PJ, Faltova, J, Fan, C, Fan, Y, Fang, Y, Fanti, M, Faraj, M, Farazpay, Z, Farbin, A, Farilla, A, Farooque, T, Farrington, SM, Fassi, F, Fassouliotis, D, Faucci Giannelli, M, Fawcett, WJ, Fayard, L, Federic, P, Federicova, P, Fedin, OL, Fedotov, G, Feickert, M, Feligioni, L, Fell, A, Fellers, DE, Feng, C, Feng, M, Feng, Z, Fenton, MJ, Fenyuk, AB, Ferencz, L, Ferguson, RAM, Fernandez Luengo, SI, 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Gardner, RW, Garelli, N, Garg, D, Garg, RB, Gargan, JM, Garner, CA, Gasiorowski, SJ, Gaspar, P, Gaudio, G, Gautam, V, Gauzzi, P, Gavrilenko, IL, Gavrilyuk, A, Gay, C, Gaycken, G, Gazis, EN, Geanta, AA, Gee, CM, Gemme, C, Genest, MH, Gentile, S, George, S, George, WF, Geralis, T, Gerlach, LO, Gessinger-Befurt, P, Geyik, ME, Ghneimat, M, Ghorbanian, K, Ghosal, A, Ghosh, A, Ghosh, A, Giacobbe, B, Giagu, S, Giannetti, P, Giannini, A, Gibson, SM, Gignac, M, Gil, DT, Gilbert, AK, Gilbert, BJ, Gillberg, D, Gilles, G, Gillwald, NEK, Ginabat, L, Gingrich, DM, Giordani, MP, Giraud, PF, Giugliarelli, G, Giugni, D, Giuli, F, Gkialas, I, Gladilin, LK, Glasman, C, Gledhill, GR, Glisic, M, Gnesi, I, Go, Y, Goblirsch-Kolb, M, Gocke, B, Godin, D, Gokturk, B, Goldfarb, S, Golling, T, Gololo, MGD, Golubkov, D, Gombas, JP, Gomes, A, Gomes Da Silva, G, Gomez Delegido, AJ, Goncalo, R, Gonella, G, Gonella, L, Gongadze, A, Gonnella, F, Gonski, JL, Gonzalez Andana, RY, Gonzalez de la Hoz, S, Gonzalez Fernandez, S, Gonzalez Lopez, R ORCID: 0000-0003-2302-8754, Gonzalez Renteria, C, Gonzalez Suarez, R, Gonzalez-Sevilla, S, Gonzalvo Rodriguez, GR, Goossens, L, Gorbounov, PA, Gorini, B, Gorini, E, Gorisek, A, Gosart, TC, Goshaw, AT, Gostkin, MI, Goswami, S, Gottardo, CA, Gouighri, M, Goumarre, V, Goussiou, AG, Govender, N, Grabowska-Bold, I, Graham, K, Gramstad, E, Grancagnolo, S, Grandi, M, Gratchev, V, Gravila, PM, Gravili, FG, Gray, HM, Greco, M, Grefe, C, Gregor, IM, Grenier, P, Grieco, C, Grillo, AA, Grimm, K, Grinstein, S, Grivaz, J-F, Gross, E, Grosse-Knetter, J, Grud, C, Grundy, JC, Guan, L, Guan, W, Gubbels, C, Guerrero Rojas, JGR, Guerrieri, G, Guescini, F, Gugel, R, Guhit, JAM, Guida, A, Guillemin, T, Guilloton, E, Guindon, S, Guo, F, Guo, J, Guo, L, Guo, Y, Gupta, R, Gurbuz, S, Gurdasani, SS, Gustavino, G, Guth, M, Gutierrez, P, Gutierrez Zagazeta, LF, Gutschow, C, Gwenlan, C, Gwilliam, CB ORCID: 0000-0002-9401-5304, Haaland, ES, Haas, A, Habedank, M, Haber, C, Hadavand, HK, Hadef, A, Hadzic, S, Hahn, JJ, Haines, EH, Haleem, M, Haley, J, Hall, JJ, Hallewell, GD, Halser, L, Hamano, K, Hamdaoui, H, Hamer, M, Hamity, GN, Hampshire, EJ, Han, J, Han, K, Han, L, Han, L, Han, S, Han, YF, Hanagaki, K, Hance, M, Hangal, DA, Hanif, H, Hank, MD, Hankache, R, Hansen, JB, Hansen, JD, Hansen, PH, Hara, K, Harada, D, Harenberg, T, Harkusha, S, Harris, YT, Harrison, NM, Harrison, PF, Hartman, NM, Hartmann, NM, Hasegawa, Y, Hasib, A, Haug, S, Hauser, R, Havranek, M, Hawkes, CM, Hawkings, RJ, Hayashi, Y, Hayashida, S, Hayden, D, Hayes, C, Hayes, RL, Hays, CP, Hays, JM, Hayward, HS ORCID: 0000-0002-0972-3411, He, F, He, Y, He, Y, Heatley, NB, Hedberg, V, Heggelund, AL, Hehir, ND, Heidegger, C, Heidegger, KK, Heidorn, WD, Heilman, J, Heim, S, Heim, T, Heinlein, JG, Heinrich, JJ, Heinrich, L, Hejbal, J, Helary, L, Held, A, Hellesund, S, Helling, CM, Hellman, S, Helsens, C, Henderson, RCW, Henkelmann, L, Henriques Correia, AM, Herde, H, Hernandez Jimenez, Y, Herrmann, LM, 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Kotwal, A, Koulouris, A, Kourkoumeli-Charalampidi, A, Kourkoumelis, C, Kourlitis, E, Kovanda, O, Kowalewski, R, Kozanecki, W, Kozhin, AS, Kramarenko, VA, Kramberger, G, Kramer, P, Krasny, MW, Krasznahorkay, A, Kremer, JA, Kresse, T, Kretzschmar, J ORCID: 0000-0002-8515-1355, Kreul, K, Krieger, P, Krishnamurthy, S, Krivos, M, Krizka, K, Kroeninger, K, Kroha, H, Kroll, J, Kroll, J, Krowpman, KS, Kruchonak, U, Krueger, H, Krumnack, N, Kruse, MC, Krzysiak, JA, Kuchinskaia, O, Kuday, S, Kuehn, S, Kuesters, R, Kuhl, T, Kukhtin, V, Kulchitsky, Y, Kuleshov, S, Kumar, M, Kumari, N, Kupco, A, Kupfer, T, Kupich, A, Kuprash, O, Kurashige, H, Kurchaninov, LL, Kurdysh, O, Kurochkin, YA, Kurova, A, Kuze, M, Kvam, AK, Kvita, J, Kwan, T, Kyriacou, NG, Laatu, LAO, Lacasta, C, Lacava, F, Lacker, H, Lacour, D, Lad, NN, Ladygin, E, Laforge, B, Lagouri, T, Lai, S, Lakomiec, IK, Lalloue, N, Lambert, JE, Lammers, S, Lampl, W, Lampoudis, C, Lancaster, AN, Lancon, E, Landgraf, U, Landon, MPJ, Lang, VS, Langenberg, RJ, Langrekken, OKB, Lankford, AJ, Lanni, F, Lantzsch, K, Lanza, A, Lapertosa, A, Laporte, JF, Lari, T, Lasagni Manghi, F, Lassnig, M, Latonova, V, Laudrain, A, Laurier, A, Lawlor, SD, Lawrence, Z, Lazzaroni, M, Le, B, Le Boulicaut, EM, Leban, B, Lebedev, A, LeBlanc, M, Ledroit-Guillon, F, Lee, ACA, Lee, SC, Lee, S, Lee, TF, Leeuw, LL, Lefebvre, HP, Lefebvre, M, Leggett, C, Lehmann, K, Lehmann Miotto, G, Leigh, M, Leight, WA, Leinonen, W, Leisos, A, Leite, MAL, Leitgeb, CE, Leitner, R, Leney, KJC, Lenz, T, Leone, S, Leonidopoulos, C, Leopold, A, Leroy, C, Les, R, Lester, CG, Levchenko, M, Leveque, J, Levin, D, Levinson, LJ, Lewicki, MP, Lewis, DJ, Li, A, Li, B, Li, C, Li, C-Q, Li, H, Li, H, Li, H, Li, H, Li, J, Li, K, Li, L, Li, M, Li, QY, Li, S, Li, S, Li, T, Li, X, Li, Z, Li, Z, Li, Z, Li, Z, Liang, Z, Liberatore, M, Liberti, B, Lie, K, Lieber Marin, J, Lien, H, Lin, K, Linck, RA, Lindley, RE, Lindon, JH, Linss, A, Lipeles, E, Lipniacka, A, Lister, A, Little, JD, Liu, B, Liu, BX, Liu, D, Liu, JB, Liu, JKK, Liu, K, Liu, M, Liu, MY, Liu, P, Liu, Q, Liu, X, Liu, Y, Liu, YL, Liu, YW, Llorente Merino, J, Lloyd, SL, Lobodzinska, EM, Loch, P, Loffredo, S, Lohse, T, Lohwasser, K, Loiacono, E, Lokajicek, M, Lomas, JD, Long, JD, Longarini, I, Longo, L, Longo, R, Lopez Paz, I, Lopez Solis, A, Lorenz, J, Lorenzo Martinez, N, Lory, AM, Loseva, O, Lou, X, Lou, X, Lounis, A, Love, J, Love, PA, Lu, G, Lu, M, Lu, S, Lu, YJ, Lubatti, HJ, Luci, C, Lucio Alves, FL, Lucotte, A, Luehring, F, Luise, I, Lukianchuk, O, Lundberg, O, Lund-Jensen, B, Luongo, NA, Lutz, MS, Lynn, D, Lyons, H, Lysak, R, Lytken, E, Lyubushkin, V, Lyubushkina, T, Lyukova, MM, Ma, H, Ma, LL, Ma, Y, Mac Donell, DM, Maccarrone, G, MacDonald, JC, Madar, R, Mader, WF, Maeda, J, Maeno, T, Maerker, M, Maguire, H, Maio, A, Maj, K, Majersky, O, Majewski, S, Makovec, N, Maksimovic, V, Malaescu, B, Malecki, Pa, Maleev, VP, Malek, F, Mali, M, Malito, D, Mallik, U, Malone, C, Maltezos, S, Malyukov, S, Mamuzic, J, 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A ORCID: 0000-0003-2619-9743, Melini, D, Mellado Garcia, BR, Melo, AH, Meloni, F, Mendes Jacques Da Costa, AM, Meng, HY, Meng, L ORCID: 0000-0002-2901-6589, Menke, S, Mentink, M, Meoni, E, Merlassino, C, Merola, L, Meroni, C, Merz, G, Meshkov, O, Metcalfe, J, Mete, AS, Meyer, C, Meyer, J-P, Middleton, RP, Mijovic, L, Mikenberg, G, Mikestikova, M, Mikuz, M, Mildner, H, Milic, A, Milke, CD, Miller, DW, Miller, LS, Milov, A, Milstead, DA, Min, T, Minaenko, AA, Minashvili, IA, Mince, L, Mincer, AI, Mindur, B, Mineev, M, Mino, Y, Mir, LM, Miralles Lopez, M, Mironova, M, Mishima, A, Missio, MC, Mitani, T, Mitra, A, Mitsou, VA, Miu, O, Miyagawa, PS, Miyazaki, Y, Mizukami, A, Mkrtchyan, T, Mlinarevic, M, Mlinarevic, T, Mlynarikova, M, Mobius, S, Mochizuki, K, Moder, P, Mogg, P, Mohammed, AF, Mohapatra, S, Mokgatitswane, G, Mondal, B, Mondal, S, Monig, G, Moenig, K, Monnier, E, Monsonis Romero, L, Montejo Berlingen, J, Montella, M, Monticelli, F, Monzani, S, Morange, N, Moreira De Carvalho, AL, Moreno Llacer, M, Moreno Martinez, C, Morettini, P, Morgenstern, S, Morii, M, Morinaga, M, Morley, AK, Morodei, F, Morvaj, L, Moschovakos, P, Moser, B, Mosidze, M, Moskalets, T, Moskvitina, P, Moss, J, Moyse, EJW, Mtintsilana, O, Muanza, S, Mueller, J, Muenstermann, D, Mueller, R, Mullier, GA, Mullin, AJ, Mullin, JJ, Mungo, DP, Munoz Perez, D, Munoz Sanchez, FJ, Murin, M, Murray, WJ, Murrone, A, Muse, JM, Muskinja, M, Mwewa, C, Myagkov, AG, Myers, AJ, Myers, AA, Myers, G, Myska, M, Nachman, BP, Nackenhorst, O, Nag, A, Nagai, K, Nagano, K, Nagle, JL, Nagy, E, Nairz, AM, Nakahama, Y, Nakamura, K, Nakkalil, K, Nanjo, H, Narayan, R, Narayanan, EA, Naryshkin, I, Naseri, M, Nasri, S, Nass, C, Navarro, G, Navarro-Gonzalez, J, Nayak, R, Nayaz, A, Nechaeva, PY, Nechansky, F, Nedic, L, Neep, TJ, Negri, A, Negrini, M, Nellist, C, Nelson, C, Nelson, K, Nemecek, S, Nessi, M, Neubauer, MS, Neuhaus, F, Neundorf, J, Newhouse, R, Newman, PR, Ng, CW, Ng, YWY, Ngair, B, Nguyen, HDN, Nickerson, RB, Nicolaidou, R, Nielsen, J, Niemeyer, M, Niermann, J, Nikiforou, N, Nikolaenko, V, Nikolic-Audit, I, Nikolopoulos, K, Nilsson, P, Ninca, I, Nindhito, HR, Ninio, G, Nisati, A, Nishu, N, Nisius, R, Nitschke, J-E, Nkadimeng, EK, Noacco Rosende, SJ, Nobe, T, Noel, DL, Nommensen, T, Nomura, MA, Norfolk, MB, Norisam, RRB, Norman, BJ, Novak, J, Novak, T, Novotny, L, Novotny, R, Nozka, L, Ntekas, K, Nunes, De Moura NMJ Jr, Nurse, E, Ocariz, J, Ochi, A, Ochoa, I, Oerdek, S, Offermann, JT, Ogrodnik, A, Oh, A, Ohm, CC, Oide, H, Oishi, R, Ojeda, ML, Okazaki, Y, O'Keefe, MW, Okumura, Y, Oleiro Seabra, LF, Olivares Pino, SA, Oliveira Damazio, D, Oliveira Goncalves, D, Oliver, JL, Olsson, MJR, Olszewski, A, OEncel, OEO, O'Neil, DC, O'Neill, AP, Onofre, A, Onyisi, PUE, Oreglia, MJ, Orellana, GE, Orestano, D, Orlando, N, Orr, RS, O'Shea, V, Ospanov, R, Otero y Garzon, G, Otono, H, Ott, PS, Ottino, GJ, Ouchrif, M, Ouellette, J, Ould-Saada, F, Owen, M, Owen, RE, Oyulmaz, KY, Ozcan, VE, Ozturk, N, Ozturk, S, Pacey, HA, Pacheco Pages, A, Padilla Aranda, C, Padovano, G, Pagan Griso, S, Palacino, G, Palazzo, A, Palestini, S, Pan, J, Pan, T, Panchal, DK, Pandini, CE, Panduro Vazquez, JG, Pang, H, Pani, P, Panizzo, G, Paolozzi, L, Papadatos, C, Parajuli, S, Paramonov, A, Paraskevopoulos, C, Paredes Hernandez, D, Park, TH, Parker, MA, Parodi, F, Parrish, EW, Parrish, VA, Parsons, JA, Parzefall, U, Pascual Dias, B, Pascual Dominguez, L, Pasquali, F, Pasqualucci, E, Passaggio, S, Pastore, F, Pasuwan, P, Patel, P, Patel, UM, Pater, JR, Pauly, T, Pearkes, J, Pedersen, M, Pedro, R, Peleganchuk, SV, Penc, O, Pender, EA, Peng, H, Penski, KE, Penzin, M, Peralva, BS, Pereira Peixoto, AP, Pereira Sanchez, L, Perepelitsa, DV, Perez Codina, E, Perganti, M, Perini, L, Pernegger, H, Perrella, S, Perrevoort, A, Perrin, O, Peters, K, Peters, RFY, Petersen, BA, Petersen, TC, Petit, E, Petousis, V, Petridou, C, Petrukhin, A, Pettee, M, Pettersson, NE, Petukhov, A, Petukhova, K, Peyaud, A, Pezoa, R, Pezzotti, L, Pezzullo, G, Pham, TM, Pham, T, Phillips, PW, Phipps, MW, Piacquadio, G, Pianori, E, Piazza, F, Piegaia, R, Pietreanu, D, Pilkington, AD, Pinamonti, M, Pinfold, JL, Pinheiro Pereira, BC, Pinto Pinoargote, AE, Pitman Donaldson, C, Pizzi, DA, Pizzimento, L, Pizzini, A, Pleier, M-A, Plesanovs, V, Pleskot, V, Plotnikova, E, Poddar, G, Poettgen, R, Poggioli, L, Pohl, D, Pokharel, I, Polacek, S, Polesello, G, Poley, A, Polifka, R, Polini, A, Pollard, CS, Pollock, ZB, Polychronakos, V, Pompa Pacchi, E, Ponomarenko, D, Pontecorvo, L, Popa, S, Popeneciu, GA, Portillo Quintero, DM, Pospisil, S, Postill, MA, Postolache, P, Potamianos, K, Potepa, PP, Potrap, IN, Potter, CJ, Potti, H, Poulsen, T, Poveda, J, Pozo Astigarraga, ME, Prades Ibanez, A, Prapa, MM, Pretel, J, Price, D, Primavera, M, Principe Martin, MA, Privara, R, Procter, T, Proffitt, ML, Proklova, N, Prokofiev, K, Proto, G, Protopopescu, S, Proudfoot, J, Przybycien, M, Przygoda, WW, Puddefoot, JE, Pudzha, D, Pyatiizbyantseva, D, Qian, J, Qichen, D, Qin, Y, Qiu, T, Quadt, A, Queitsch-Maitland, M, Quetant, G, Rabanal Bolanos, G, Rafanoharana, D, Ragusa, F, Rainbolt, JL, Raine, JA, Rajagopalan, S, Ramakoti, E, Ran, K, Rapheeha, NP, Rasheed, H, Raskina, V, Rassloff, DF, Rave, S, Ravina, B, Ravinovich, I, Raymond, M, Read, AL, Readioff, NP, Rebuzzi, DM, Redlinger, G, Reed, AS, Reeves, K, Reidelsturz, JA, Reikher, D, Rej, A, Rembser, C, Renardi, A, Renda, M, Rendel, MB, Renner, F, Rennie, AG, Resconi, S, Ressegotti, M, Resseguie, ED, Rettie, S, Reyes Rivera, JG, Reynolds, B, Reynolds, E, Rezaei Estabragh, M, Rezanova, OL, Reznicek, P, Ribaric, N, Ricci, E, Richter, R, Richter, S, Richter-Was, E, Ridel, M, Ridouani, S, Rieck, P, Riedler, P, Rijssenbeek, M, Rimoldi, A, Rimoldi, M, Rinaldi, L, Rinn, TT, Rinnagel, MP, Ripellino, G, Riu, I, Rivadeneira, P, Rivera Vergara, JC, Rizatdinova, F, Rizvi, E, Rizzi, C, Roberts, BA, Roberts, BR, Robertson, SH, Robin, M, Robinson, D, Robles Gajardo, CM, Robles Manzano, M, Robson, A, Rocchi, A, Roda, C, Rodriguez Bosca, S, Rodriguez Garcia, Y, Rodriguez Rodriguez, A, Rodriguez Vera, AM, Roe, S, Roemer, JT, Roepe-Gier, AR, Roggel, J, Rhne, O, Rojas, RA, Roland, CPA, Roloff, J, Romaniouk, A, Romano, E, Romano, M, Romero Hernandez, AC, Rompotis, N ORCID: 0000-0003-2577-1875, Roos, L, Rosati, S, Rosser, BJ, Rossi, E, Rossi, E, Rossi, LP, Rossini, L, Rosten, R, Rotaru, M, Rottler, B, Rougier, C, Rousseau, D, Rousso, D, Roy, A, Roy-Garand, S, Rozanov, A, Rozen, Y, Ruan, X, Rubio Jimenez, A, Ruby, AJ, Ruelas Rivera, VH, Ruggeri, TA, Ruggiero, A, Ruiz-Martinez, A, Rummler, A, Rurikova, Z, Rusakovich, NA, Russell, HL, Russo, G, Rutherfoord, JP, Rutherford Colmenares, S, Rybacki, K, Rybar, M, Rye, EB, Ryzhov, A, Sabater Iglesias, JA, Sabatini, P, Sabetta, L, Sadrozinski, HF-W, Safai Tehrani, F, Safarzadeh Samani, B, Safdari, M, Saha, S, Sahinsoy, M, Saimpert, M, Saito, M, Saito, T, Salamani, D, Salnikov, A, Salt, J, Salvador Salas, A, Salvatore, D, Salvatore, F, Salzburger, A, Sammel, D, Sampsonidis, D, Sampsonidou, D, Sanchez, J, Sanchez Pineda, A, Sanchez Sebastian, V, Sandaker, H, Sander, CO, Sandesara, JA, Sandhoff, M, Sandoval, C, Sankey, DPC, Sano, T, Sansoni, A, Santi, L, Santoni, C, Santos, H, Santpur, SN, Santra, A, Saoucha, KA, Saraiva, JG, Sardain, J, Sasaki, O, Sato, K, Sauer, C, Sauerburger, F, Sauvan, E, Savard, P, Sawada, R, Sawyer, C, Sawyer, L, Sayago Galvan, I, Sbarra, C, Sbrizzi, A, Scanlon, T, Schaarschmidt, J, Schacht, P, Schaefer, D, Schaefer, U, Schaffer, AC, Schaile, D, Schamberger, RD, Schanet, E, Scharf, C, Schefer, MM, Schegelsky, VA, Scheirich, D, Schenck, F, Schernau, M, Scheulen, C, Schiavi, C, Schioppa, EJ, Schioppa, M, Schlag, B, Schleicher, KE, Schlenker, S, Schmeing, J, Schmidt, MA, Schmieden, K, Schmitt, C, Schmitt, S, Schoeffel, L, Schoening, A, Scholer, PG, Schopf, E, Schott, M, Schovancova, J, Schramm, S, Schroeder, F, Schultz-Coulon, H-C, Schumacher, M, Schumm, BA, Schune, Ph, Schuy, AJ, Schwartz, HR, Schwartzman, A, Schwarz, TA, Schwemling, Ph, Schwienhorst, R, Sciandra, A, Sciolla, G, Scuri, F, Scutti, F, Sebastiani, CD ORCID: 0000-0003-1073-035X, Sedlaczek, K, Seema, P, Seidel, SC, Seiden, A, Seidlitz, BD, Seitz, C, Seixas, JM, Sekhniaidze, G, Sekula, SJ, Selem, L, Semprini-Cesari, N, Sen, S, Sengupta, D, Senthilkumar, V, Serin, L, Serkin, L, Sessa, M, Severini, H, Sforza, F, Sfyrla, A, Shabalina, E, Shaheen, R, Shahinian, JD, Shaked Renous, D, Shan, LY, Shapiro, M, Sharma, A, Sharma, AS, Sharma, P, Sharma, S, Shatalov, PB, Shaw, K, Shaw, SM, Shen, Q, Sherwood, P, Shi, L, Shi, X, Shimmin, CO, Shimogama, Y, Shinner, JD, Shipsey, IPJ, Shirabe, S, Shiyakova, M, Shlomi, J, Shochet, MJ, Shojaii, J, Shope, DR, Shrestha, S, Shrif, EM, Shroff, MJ, Sicho, P, Sickles, AM, Sideras Haddad, E, Sidoti, A, Siegert, F, Sijacki, Dj, Sikora, R, Sili, F, Silva, JM, Silva Oliveira, MV, Silverstein, SB, Simion, S, Simoniello, R, Simpson, EL, Simpson, H, Simpson, LR, Simpson, ND, Simsek, S, Sindhu, S, 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Abstract

<jats:title>Abstract</jats:title><jats:p>The flavour-tagging algorithms developed by the ATLAS Collaboration and used to analyse its dataset of <jats:inline-formula><jats:alternatives><jats:tex-math>$$\sqrt{s} = 13$$</jats:tex-math><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:msqrt> <mml:mi>s</mml:mi> </mml:msqrt> <mml:mo>=</mml:mo> <mml:mn>13</mml:mn> </mml:mrow> </mml:math></jats:alternatives></jats:inline-formula> TeV <jats:italic>pp</jats:italic> collisions from Run 2 of the Large Hadron Collider are presented. These new tagging algorithms are based on recurrent and deep neural networks, and their performance is evaluated in simulated collision events. These developments yield considerable improvements over previous jet-flavour identification strategies. At the 77% <jats:italic>b</jats:italic>-jet identification efficiency operating point, light-jet (charm-jet) rejection factors of 170 (5) are achieved in a sample of simulated Standard Model <jats:inline-formula><jats:alternatives><jats:tex-math>$$t\bar{t}$$</jats:tex-math><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:mi>t</mml:mi> <mml:mover> <mml:mrow> <mml:mi>t</mml:mi> </mml:mrow> <mml:mrow> <mml:mo>¯</mml:mo> </mml:mrow> </mml:mover> </mml:mrow> </mml:math></jats:alternatives></jats:inline-formula> events; similarly, at a <jats:italic>c</jats:italic>-jet identification efficiency of 30%, a light-jet (<jats:italic>b</jats:italic>-jet) rejection factor of 70 (9) is obtained.</jats:p>

Item Type:	Article
Divisions:	Faculty of Science and Engineering > School of Physical Sciences
Depositing User:	Symplectic Admin
Date Deposited:	09 Aug 2023 10:26
Last Modified:	18 Mar 2024 03:50
DOI:	10.1140/epjc/s10052-023-11699-1
Open Access URL:	https://link.springer.com/article/10.1140/epjc/s10...
Related URLs:	Author Publisher
URI:	https://livrepository.liverpool.ac.uk/id/eprint/3172094