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

Collapse authors list.
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, 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, Carra, 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 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, 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 Filho, 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, Garcia, C, Garcia Alonso, A, Garcia Caffaro, AG, Garcia 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, 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, 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, S-C, Hu, Q, Hu, YF, 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, Jaekel, G, Jakobs, K, Jakoubek, T, Jamieson, J, Janas, KW, Jaspan, AE, Javurkova, M, Jeanneau, F, Jeanty, L, Jejelava, J, Jenni, P, Jessiman, CE, Jezequel, 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 ORCID: 0000-0002-2580-1977, 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 ORCID: 0000-0001-7391-5330, 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, Koeneke, 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 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, 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 ORCID: 0000-0003-2619-9743, 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, 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, Sinervo, P, Singh, S, Singh, S, Sinha, S, Sinha, S, Sioli, M, Siral, I, Sitnikova, E, Sivoklokov, S Yu, Sjoelin, J, Skaf, A, Skorda, E, Skubic, P, Slawinska, M, Smakhtin, V, Smart, BH, Smiesko, J, Smirnov, S Yu, 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, E Yu, 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, Staerz, 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, Stroehmer, 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 ORCID: 0000-0002-4807-6448, 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, Yu A, Timoshenko, S, Ting, EXL, Tipton, P, Tlou, SH, Tnourji, A, Todome, K, Todorova-Nova, S, Todt, S, Togawa, M, Tojo, J, Tokar, S, Tokushuku, K, Toldaiev, O, Tombs, R, Tomoto, M, Tompkins, L, Topolnicki, KW, Torrence, E, Torres, H, Torro 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, Trocme, 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, R-J, 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, Woelker, 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, Wu, SL, 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, W-M, 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 and Zwalinski, L (2023) ATLAS flavour-tagging algorithms for the LHC Run 2 <i>pp</i> collision dataset. EUROPEAN PHYSICAL JOURNAL C, 83 (7).

Access the full-text of this item by clicking on the Open Access link.

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:	08 Oct 2023 22:19
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