ATLAS flavour-tagging algorithms for the LHC Run 2 pp collision dataset

Aad, G; Abbott, B; Abeling, K; Abicht, Nj; Abidi, Sh; Aboulhorma, A; Abramowicz, H; Abreu, H; Abulaiti, Y; Abusleme Hoffman, Ac; 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; Åkesson, 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, Jf; Argyropoulos, S; Arling, Jh; 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, Ms; 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; Borbély, 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; Brüers, 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; Burgard, Cd; Burger, Am; Burghgrave, B; Burlayenko, O; Burr, Jtp; Burton, Cd; Burzynski, Jc; Busch, El; Büscher, V; Bussey, Pj; Butler, Jm; Buttar, Cm; Butterworth, Jm; Buttinger, W; Buxo Vazquez, Cj; Buzykaev, Ar; Cabras, G; Cabrera Urbán, 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; Camincher, C; Campanelli, M; Camplani, A; Canale, V; Canesse, A; Cano Bret, M; Cantero, J; Cao, Y; Capocasa, F; Capua, M; Carbone, A; Cardarelli, R; Cardenas, Jcj; Cardillo, F; Carli, T; Carlino, G; Carlotto, Ji; Carlson, Bt; Carlson, Em; Carminati, L; Carnesale, M; Caron, S; Carquin, E; Carrá, S; Carratta, G; Carrio Argos, F; Carter, Jws; Carter, Tm; Casado, Mp; Casha, Af; Caspar, M; Castiglia, Eg; Castillo, Fl; Castillo Garcia, L; Castillo Gimenez, V; Castro, Nf; Catinaccio, A; Catmore, Jr; Cavaliere, V; Cavalli, N; Cavasinni, V; Cekmecelioglu, Yc; Celebi, E; Celli, F; Centonze, Ms; Cerny, K; Cerqueira, As; Cerri, A; Cerrito, L; Cerutti, F; Cervato, B; Cervelli, A; Cesarini, G; Cetin, Sa; Chadi, Z; Chakraborty, D; Chala, M; Chan, J; Chan, Wy; Chapman, Jd; Chapon, E; Chargeishvili, B; Charlton, Dg; Charman, Tp; Chatterjee, M; Chauhan, C; Chekanov, S; Chekulaev, Sv; Chelkov, Ga; Chen, A; Chen, B; Chen, B; Chen, H; Chen, H; Chen, J; Chen, J; Chen, M; Chen, S; Chen, Sj; Chen, X; Chen, X; 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 Muiño, 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; Crépé-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; 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; Díez Cornell, S; Diez Pardos, C; Dimitriadi, C; Dimitrievska, A; Dingfelder, J; Dinu, Im; 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; 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; Dührssen, M; Dülsen, C; Dumitriu, Ae; Dunford, M; Dungs, S; Dunne, K; Duperrin, A; Duran Yildiz, H; Düren, 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; Fernoux, Mjv; Ferrando, J; Ferrari, A; Ferrari, P; Ferrari, R; Ferrere, D; Ferretti, C; Fiedler, F; Filipcic, A; Filmer, Ek; Filthaut, F; Fiolhais, Mcn; Fiorini, L; Fisher, Wc; Fitschen, T; Fitzhugh, Pm; Fleck, I; Fleischmann, P; Flick, T; Flores, L; Flores, M; Flores Castillo, Lr; Follega, Fm; Fomin, N; Foo, Jh; Forland, Bc; Formica, A; Forti, Ac; Fortin, E; Fortman, Aw; Foti, Mg; Fountas, L; Fournier, D; Fox, H; Francavilla, P; Francescato, S; Franchellucci, S; Franchini, M; Franchino, S; Francis, D; Franco, L; Franconi, L; Franklin, M; Frattari, G; Freegard, Ac; Freund, Ws; Frid, Yy; Fritzsche, N; Froch, A; Froidevaux, D; Frost, Ja; Fu, Y; Fujimoto, M; Fullana Torregrosa, E; Furtado De Simas, E; Furukawa, M; Fuster, J; Gabrielli, A; Gabrielli, A; Gadow, P; Gagliardi, G; Gagnon, Lg; Gallas, Ej; Gallop, Bj; Gan, Kk; Ganguly, S; Gao, J; Gao, Y; Garay Walls, Fm; Garcia, B; García, C; Garcia Alonso, A; Garcia Caffaro, Ag; García Navarro, Je; Garcia-Sciveres, M; Gardner, Gl; 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; Gonçalo, R; Gonella, G; Gonella, L; Gongadze, A; Gonnella, F; Gonski, Jl; González Andana, Ry; González de la Hoz, S; Gonzalez Fernandez, S; Gonzalez Lopez, R; 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, Jf; 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; 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; 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; Hernández Jiménez, Y; Herrmann, Lm; Herrmann, T; Herten, G; Hertenberger, R; Hervas, L; Hessey, Np; Hibi, H; Hillier, Sj; Hinds, Jr; Hinterkeuser, F; Hirose, M; Hirose, S; Hirschbuehl, D; Hitchings, Tg; Hiti, B; Hobbs, J; Hobincu, R; Hod, N; Hodgkinson, Mc; Hodkinson, Bh; Hoecker, A; Hofer, J; Holm, T; Holzbock, M; Hommels, Lbah; Honan, Bp; Hong, J; Hong, Tm; Honig, Jc; Hooberman, Bh; Hopkins, Wh; Horii, Y; Hou, S; Howard, As; Howarth, J; Hoya, J; Hrabovsky, M; Hrynevich, A; Hryn'Ova, T; Hsu, Pj; Hsu, Sc; Hu, Q; Yf, Hu; Huang, Dp; Huang, S; Huang, X; Huang, Y; Huang, Y; Huang, Z; Hubacek, Z; Huebner, M; Huegging, F; Huffman, Tb; Hugli, Ca; Huhtinen, M; Huiberts, Sk; Hulsken, R; Huseynov, N; Huston, J; Huth, J; Hyneman, R; Iacobucci, G; Iakovidis, G; Ibragimov, I; Iconomidou-Fayard, L; Iengo, P; Iguchi, R; Iizawa, T; Ikegami, Y; Ilg, A; Ilic, N; Imam, H; Ingebretsen Carlson, T; Introzzi, G; Iodice, M; Ippolito, V; Irwin, Rk; Ishino, M; Islam, W; Issever, C; Istin, S; Ito, H; Iturbe Ponce, Jm; Iuppa, R; Ivina, A; Izen, Jm; Izzo, V; Jacka, P; Jackson, P; Jacobs, Rm; Jaeger, Bp; Jagfeld, Cs; Jain, P; Jäkel, G; Jakobs, K; Jakoubek, T; Jamieson, J; Janas, Kw; Jaspan, Ae; Javurkova, M; Jeanneau, F; Jeanty, L; Jejelava, J; Jenni, P; Jessiman, Ce; Jézéquel, S; Jia, C; Jia, J; Jia, X; Jia, X; Jia, Z; Jiang, Y; Jiggins, S; Jimenez Pena, J; Jin, S; Jinaru, A; Jinnouchi, O; Johansson, P; Johns, Ka; Johnson, Jw; Jones, Dm; Jones, E; Jones, P; Jones, Rwl; Jones, Tj; Joshi, R; Jovicevic, J; Ju, X; Junggeburth, Jj; Junkermann, T; Juste Rozas, A; Juzek, Mk; Kabana, S; Kaczmarska, A; Kado, M; Kagan, H; Kagan, M; Kahn, A; Kahn, A; Kahra, C; Kaji, T; Kajomovitz, E; Kakati, N; Kalaitzidou, I; Kalderon, Cw; Kamenshchikov, A; Kanayama, S; Kang, Nj; Kar, D; Karava, K; Kareem, Mj; Karentzos, E; Karkanias, I; Karkout, O; Karpov, Sn; Karpova, Zm; Kartvelishvili, V; Karyukhin, An; Kasimi, E; Katzy, J; Kaur, S; Kawade, K; Kawamoto, T; Kay, Ef; Kaya, Fi; Kazakos, S; Kazanin, Vf; Ke, Y; Keaveney, Jm; Keeler, R; Kehris, Gv; Keller, Js; Kelly, As; Kempster, Jj; Kennedy, Ke; Kennedy, Pd; Kepka, O; Kerridge, Bp; Kersten, S; Kersevan, Bp; Keshri, S; Keszeghova, L; Ketabchi Haghighat, S; Khandoga, M; Khanov, A; Kharlamov, Ag; Kharlamova, T; Khoda, Ee; Khoo, Tj; Khoriauli, G; Khubua, J; Khwaira, Yar; Kiehn, M; Kilgallon, A; Kim, Dw; Kim, Yk; Kimura, N; Kirchhoff, A; Kirfel, C; Kirk, J; Kiryunin, Ae; Kisliuk, Dp; Kitsaki, C; Kivernyk, O; Klassen, M; Klein, C; Klein, L; Klein, Mh; Klein, M; Klein, Sb; Klein, U; Klimek, P; Klimentov, A; Klioutchnikova, T; Kluit, P; Kluth, S; Kneringer, E; Knight, Tm; Knue, A; Kobayashi, R; Koch, Sf; Kocian, M; Kodys, P; Koeck, Dm; Koenig, Pt; Koffas, T; Kolb, M; Koletsou, I; Komarek, T; Köneke, K; Kong, Axy; Kono, T; Konstantinidis, N; Konya, B; Kopeliansky, R; Koperny, S; Korcyl, K; Kordas, K; Koren, G; Korn, A; Korn, S; Korolkov, I; Korotkova, N; Kortman, B; Kortner, O; Kortner, S; Kostecka, Wh; Kostyukhin, Vv; Kotsokechagia, A; 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; Kreul, K; Krieger, P; Krishnamurthy, S; Krivos, M; Krizka, K; Kroeninger, K; Kroha, H; Kroll, J; Kroll, J; Krowpman, Ks; Kruchonak, U; Krüger, 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; Lançon, 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; Levêque, J; Levin, D; Levinson, Lj; Lewicki, Mp; Lewis, Dj; Li, A; Li, B; Li, C; Cq, Li; Li, H; Li, H; Li, H; Li, H; Li, J; Li, K; Li, L; Li, M; Qy, Li; 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; Yj, Lu; 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; Ll, Ma; 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, P; Maleev, Vp; Malek, F; Mali, M; Malito, D; Mallik, U; Malone, C; Maltezos, S; Malyukov, S; Mamuzic, J; Mancini, G; Manco, G; Mandalia, Jp; Mandic, I; Manhaes de Andrade Filho, L; Maniatis, Im; Manjarres Ramos, J; Mankad, Dc; Mann, A; Mansoulie, B; Manzoni, S; Marantis, A; Marchiori, G; Marcisovsky, M; Marcon, C; Marinescu, M; Marjanovic, M; Marshall, Ej; Marshall, Z; Marti-Garcia, S; Martin, Ta; Martin, Vj; Martin dit Latour, B; Martinelli, L; Martinez, M; Martinez Agullo, P; Martinez Outschoorn, Vi; Martinez Suarez, P; Martin-Haugh, S; Martoiu, Vs; Martyniuk, Ac; Marzin, A; Mascione, D; Masetti, L; Mashimo, T; Masik, J; Maslennikov, Al; Massa, L; Massarotti, P; Mastrandrea, P; Mastroberardino, A; Masubuchi, T; Mathisen, T; Matousek, J; Matsuzawa, N; Maurer, J; Macek, B; Maximov, Da; Mazini, R; Maznas, I; Mazza, M; Mazza, Sm; Mazzeo, E; Mc Ginn, C; Mc Gowan, Jp; Mc Kee, Sp; Mcdonald, Ef; Mcdougall, Ae; Mcfayden, Ja; Mcgovern, Rp; Mchedlidze, G; Mckenzie, Rp; Mclachlan, Tc; Mclaughlin, Dj; Mclean, Kd; Mcmahon, Sj; Mcnamara, Pc; Mcpartland, Cm; Mcpherson, Ra; Megy, T; Mehlhase, S; Mehta, A; Melini, D; Mellado Garcia, Br; Melo, Ah; Meloni, F; Mendes Jacques Da Costa, Am; Meng, Hy; Meng, L; Menke, S; Mentink, M; Meoni, E; Merlassino, C; Merola, L; Meroni, C; Merz, G; Meshkov, O; Metcalfe, J; Mete, As; Meyer, C; Meyer, Jp; 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; Mönig, K; Monnier, E; Monsonis Romero, L; Montejo Berlingen, J; Montella, M; Monticelli, F; Monzani, S; Morange, N; Moreira De Carvalho, Al; Moreno Llácer, 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; Müller, 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; Cw, Ng; Ywy, Ng; 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, Je; 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; 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; Öncel, Öo; 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, Ma; 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; Rodríguez 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; 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, Hfw; 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; Sánchez, 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; Schäfer, 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, Hc; Schumacher, M; Schumm, Ba; Schune, P; Schuy, Aj; Schwartz, Hr; Schwartzman, A; Schwarz, Ta; Schwemling, P; Schwienhorst, R; Sciandra, A; Sciolla, G; Scuri, F; Scutti, F; Sebastiani, Cd; 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, D; 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; Sinervo, P; Singh, S; Singh, S; Sinha, S; Sinha, S; Sioli, M; Siral, I; Sitnikova, E; Sivoklokov, Sy; Sjölin, J; Skaf, A; Skorda, E; Skubic, P; Slawinska, M; Smakhtin, V; Smart, Bh; Smiesko, J; Smirnov, Sy; Smirnov, Y; Smirnova, Ln; Smirnova, O; Smith, Ac; Smith, Ea; Smith, Ha; Smith, Jl; Smith, R; Smizanska, M; Smolek, K; Snesarev, Aa; Snider, Sr; Snoek, Hl; Snyder, S; Sobie, R; Soffer, A; Solans Sanchez, Ca; Soldatov, Ey; Soldevila, U; Solodkov, Aa; Solomon, S; Soloshenko, A; Solovieva, K; Solovyanov, Ov; Solovyev, V; Sommer, P; Sonay, A; Song, Wy; Sonneveld, Jm; Sopczak, A; Sopio, Al; Sopkova, F; Sothilingam, V; Sottocornola, S; Soualah, R; Soumaimi, Z; South, D; Spagnolo, S; Spalla, M; Sperlich, D; Spigo, G; Spina, M; Spinali, S; Spiteri, Dp; Spousta, M; Staats, Ej; Stabile, A; Stamen, R; Stamenkovic, M; Stampekis, A; Standke, M; Stanecka, E; Stange, Mv; Stanislaus, B; Stanitzki, Mm; Stankaityte, M; Stapf, B; Starchenko, Ea; Stark, Gh; Stark, J; Starko, Dm; Staroba, P; Starovoitov, P; Stärz, S; Staszewski, R; Stavropoulos, G; Steentoft, J; Steinberg, P; Stelzer, B; Stelzer, Hj; Stelzer-Chilton, O; Stenzel, H; Stevenson, Tj; Stewart, Ga; Stewart, Jr; Stockton, Mc; Stoicea, G; Stolarski, M; Stonjek, S; Straessner, A; Strandberg, J; Strandberg, S; Strauss, M; Strebler, T; Strizenec, P; Ströhmer, R; Strom, Dm; Strom, Lr; Stroynowski, R; Strubig, A; Stucci, Sa; Stugu, B; Stupak, J; Styles, Na; Su, D; Su, S; Su, W; Su, X; Sugizaki, K; Sulin, Vv; Sullivan, Mj; Sultan, Dms; Sultanaliyeva, L; Sultansoy, S; Sumida, T; Sun, S; Sun, S; Sunneborn Gudnadottir, O; Sutton, Mr; Svatos, M; Swiatlowski, M; Swirski, T; Sykora, I; Sykora, M; Sykora, T; Ta, D; Tackmann, K; Taffard, A; Tafirout, R; Tafoya Vargas, Js; Taibah, Rhm; Takashima, R; Takeva, Ep; Takubo, Y; Talby, M; Talyshev, Aa; Tam, Kc; Tamir, Nm; Tanaka, A; Tanaka, J; Tanaka, R; Tanasini, M; Tao, Z; Tapia Araya, S; Tapprogge, S; Tarek Abouelfadl Mohamed, A; Tarem, S; Tariq, K; Tarna, G; Tartarelli, Gf; Tas, P; Tasevsky, M; Tassi, E; Tate, Ac; Tateno, G; Tayalati, Y; Taylor, Gn; Taylor, W; Teagle, H; Tee, As; Teixeira De Lima, R; Teixeira-Dias, P; Teoh, Jj; Terashi, K; Terron, J; Terzo, S; Testa, M; Teuscher, Rj; Thaler, A; Theiner, O; Themistokleous, N; Theveneaux-Pelzer, T; Thielmann, O; Thomas, Dw; Thomas, Jp; Thompson, Ea; Thompson, Pd; Thomson, E; Tian, Y; Tikhomirov, V; Tikhonov, Ya; Timoshenko, S; Ting, Exl; Tipton, P; Tlou, Sh; Tnourji, A; Todome, K; Todorova-Nova, S; Todt, S; Togawa, M; Tojo, J; Tokár, S; Tokushuku, K; Toldaiev, O; Tombs, R; Tomoto, M; Tompkins, L; Topolnicki, Kw; Torrence, E; Torres, H; Torró Pastor, E; Toscani, M; Tosciri, C; Tost, M; Tovey, Dr; Traeet, A; Trandafir, Is; Trefzger, T; Tricoli, A; Trigger, Im; Trincaz-Duvoid, S; Trischuk, Da; Trocmé, B; Troncon, C; Truong, L; Trzebinski, M; Trzupek, A; Tsai, F; Tsai, M; Tsiamis, A; Tsiareshka, Pv; Tsigaridas, S; Tsirigotis, A; Tsiskaridze, V; Tskhadadze, Eg; Tsopoulou, M; Tsujikawa, Y; Tsukerman, Ii; Tsulaia, V; Tsuno, S; Tsur, O; Tsuri, K; Tsybychev, D; Tu, Y; Tudorache, A; Tudorache, V; Tuna, An; Turchikhin, S; Turk Cakir, I; Turra, R; Turtuvshin, T; Tuts, Pm; Tzamarias, S; Tzanis, P; Tzovara, E; Uchida, K; Ukegawa, F; Ulloa Poblete, Pa; Umaka, En; Unal, G; Unal, M; Undrus, A; Unel, G; Urban, J; Urquijo, P; Usai, G; Ushioda, R; Usman, M; Uysal, Z; Vacavant, L; Vacek, V; Vachon, B; Vadla, Koh; Vafeiadis, T; Vaitkus, A; Valderanis, C; Valdes Santurio, E; Valente, M; Valentinetti, S; Valero, A; Valiente Moreno, E; Vallier, A; Valls Ferrer, Ja; Van Arneman, Dr; Van Daalen, Tr; Van Gemmeren, P; Van Rijnbach, M; Van Stroud, S; Van Vulpen, I; Vanadia, M; Vandelli, W; Vandenbroucke, M; Vandewall, Er; Vannicola, D; Vannoli, L; Vari, R; Varnes, Ew; Varni, C; Varol, T; Varouchas, D; Varriale, L; Varvell, Ke; Vasile, Me; Vaslin, L; Vasquez, Ga; Vazeille, F; Vazquez Schroeder, T; Veatch, J; Vecchio, V; Veen, Mj; Veliscek, I; Veloce, Lm; Veloso, F; Veneziano, S; Ventura, A; Verbytskyi, A; Verducci, M; Vergis, C; Verissimo De Araujo, M; Verkerke, W; Vermeulen, Jc; Vernieri, C; Verschuuren, Pj; Vessella, M; Vetterli, Mc; Vgenopoulos, A; Viaux Maira, N; Vickey, T; Vickey Boeriu, Oe; Viehhauser, Gha; Vigani, L; Villa, M; Villaplana Perez, M; Villhauer, Em; Vilucchi, E; Vincter, Mg; Virdee, Gs; Vishwakarma, A; Vittori, C; Vivarelli, I; Vladimirov, V; Voevodina, E; Vogel, F; Vokac, P; Von Ahnen, J; Von Toerne, E; Vormwald, B; Vorobel, V; Vorobev, K; Vos, M; Voss, K; Vossebeld, Jh; Vozak, M; Vozdecky, L; Vranjes, N; Vranjes Milosavljevic, M; Vreeswijk, M; Vuillermet, R; Vujinovic, O; Vukotic, I; Wada, S; Wagner, C; Wagner, Jm; Wagner, W; Wahdan, S; Wahlberg, H; Wakasa, R; Wakida, M; Walder, J; Walker, R; Walkowiak, W; Wall, A; Wang, Az; Wang, C; Wang, C; Wang, H; Wang, J; Wang, Rj; Wang, R; Wang, R; Wang, Sm; Wang, S; Wang, T; Wang, Wt; Wang, X; Wang, X; Wang, X; Wang, Y; Wang, Y; Wang, Z; Wang, Z; Wang, Z; Warburton, A; Ward, Rj; Warrack, N; Watson, At; Watson, H; Watson, Mf; Watts, G; Waugh, Bm; Weber, C; Weber, Ha; Weber, Ms; Weber, Sm; Wei, C; Wei, Y; Weidberg, Ar; Weik, Ej; Weingarten, J; Weirich, M; Weiser, C; Wells, Cj; Wenaus, T; Wendland, B; Wengler, T; Wenke, Ns; Wermes, N; Wessels, M; Whalen, K; Wharton, Am; White, As; White, A; White, Mj; Whiteson, D; Wickremasinghe, L; Wiedenmann, W; Wiel, C; Wielers, M; Wiglesworth, C; Wiik-Fuchs, Lam; Wilbern, Dj; Wilkens, Hg; Williams, Dm; Williams, Hh; Williams, S; Willocq, S; Wilson, Bj; Windischhofer, Pj; Winkel, Fi; Winklmeier, F; Winter, Bt; Winter, Jk; Wittgen, M; Wobisch, M; Wolffs, Z; Wölker, R; Wollrath, J; Wolter, Mw; Wolters, H; Wong, Vws; Wongel, Af; Worm, Sd; Wosiek, Bk; Wozniak, Kw; Wozniewski, S; Wraight, K; Wu, C; Wu, J; Wu, M; Wu, M; Sl, Wu; Wu, X; Wu, Y; Wu, Z; Wuerzinger, J; Wyatt, Tr; Wynne, Bm; Xella, S; Xia, L; Xia, M; Xiang, J; Xiao, X; Xie, M; Xie, X; Xin, S; Xiong, J; Xu, D; Xu, H; Xu, H; Xu, L; Xu, R; Xu, T; Xu, Y; Xu, Z; Xu, Z; Yabsley, B; Yacoob, S; Yamaguchi, N; Yamaguchi, Y; Yamashita, E; Yamauchi, H; Yamazaki, T; Yamazaki, Y; Yan, J; Yan, S; Yan, Z; Yang, Hj; Yang, Ht; Yang, S; Yang, T; Yang, X; Yang, X; Yang, Y; Yang, Y; Yang, Z; Yao, Wm; Yap, Yc; Ye, H; Ye, H; Ye, J; Ye, S; Ye, X; Yeh, Y; Yeletskikh, I; Yeo, Bk; Yexley, Mr; Yin, P; Yorita, K; Younas, S; Young, Cjs; Young, C; Yu, Y; Yuan, M; Yuan, R; Yue, L; Zaazoua, M; Zabinski, B; Zaid, E; Zakareishvili, T; Zakharchuk, N; Zambito, S; Zamora Saa, Ja; Zang, J; Zanzi, D; Zaplatilek, O; Zeitnitz, C; Zeng, H; Zeng, Jc; Zenger, Dt; Zenin, O; Zenis, T; Zenz, S; Zerradi, S; Zerwas, D; Zhai, M; Zhang, B; Zhang, Df; Zhang, J; Zhang, J; Zhang, K; Zhang, L; Zhang, P; Zhang, R; Zhang, S; Zhang, T; Zhang, X; Zhang, X; Zhang, Y; Zhang, Y; Zhang, Z; Zhang, Z; Zhao, H; Zhao, P; Zhao, T; Zhao, Y; Zhao, Z; Zhemchugov, A; Zheng, K; Zheng, X; Zheng, Z; Zhong, D; Zhou, B; Zhou, H; Zhou, N; Zhou, Y; Zhu, Cg; Zhu, J; Zhu, Y; Zhu, Y; Zhuang, X; Zhukov, K; Zhulanov, V; Zimine, Ni; Zinsser, J; Ziolkowski, M; Zivkovic, L; Zoccoli, A; Zoch, K; Zorbas, Tg; Zormpa, O; Zou, W; Zwalinski, L

doi:10.1140/epjc/s10052-023-11699-1

The flavour-tagging algorithms developed by the ATLAS Collaboration and used to analyse its dataset of √s = 13 TeV pp 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% b-jet identification efficiency operating point, light-jet (charm-jet) rejection factors of 170 (5) are achieved in a sample of simulated Standard Model tt ¯ events; similarly, at a c-jet identification efficiency of 30%, a light-jet (b-jet) rejection factor of 70 (9) is obtained.

Aad, G., Abbott, B., Abeling, K., Abicht, N.J., Abidi, S.H., Aboulhorma, A., et al. (2023). ATLAS flavour-tagging algorithms for the LHC Run 2 pp collision dataset. THE EUROPEAN PHYSICAL JOURNAL. C, PARTICLES AND FIELDS, 83(7), 681-1-681-37 [10.1140/epjc/s10052-023-11699-1].