Deep Generative Models for Fast Photon Shower Simulation in ATLAS

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Aad, G, Abbott, B, Abbott, DC, Abud, A Abed, Abeling, K, Abhayasinghe, DK, Abidi, SH, Aboulhorma, A, Abramowicz, H, Abreu, H et al (show 2852 more authors) , Abulaiti, Y, Hoffman, AC Abusleme, Acharya, BS, Achkar, B, Adam, L, Bourdarios, C Adam, Adamczyk, L, Adamek, L, Addepalli, SV, Adelman, J, Adiguzel, A, Adorni, S, Adye, T, Affolder, AA, Afik, Y, Agaras, MN, Agarwala, J, Aggarwal, A, Agheorghiesei, C, Aguilar-Saavedra, JA, Ahmad, A, Ahmadov, F, Ahmed, WS, Ai, X, Aielli, G, Aizenberg, I, Akbiyik, M, Åkesson, TPA, Akimov, AV, Khoury, K Al, Alberghi, GL, Albert, J, Albicocco, P, Verzini, MJ Alconada, Alderweireldt, S, Aleksa, M, Aleksandrov, IN, Alexa, C, Alexopoulos, T, Alfonsi, A, Alfonsi, F, Alhroob, M, Ali, B, Ali, S, Aliev, M, Alimonti, G, Allaire, C, Allbrooke, BMM, Allport, PP, Aloisio, A, Alonso, F, Alpigiani, C, Camelia, E Alunno, Estevez, M Alvarez, Alviggi, MG, Coutinho, Y Amaral, Ambler, A, Ambroz, L, Amelung, C, Amidei, D, Santos, SP Amor Dos, Amoroso, S, Amos, KR, Amrouche, CS, Ananiev, V, Anastopoulos, C, Andari, N, Andeen, T, Anders, JK ORCID: 0000-0002-1846-0262, 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, Pozo, JA Aparisi, Aparo, MA, Bella, L Aperio, Appelt, C, Aranzabal, N, Ferraz, V Araujo, Arcangeletti, C, Arce, ATH, Arena, E, Arguin, J-F, Argyropoulos, S, Arling, J-H, Armbruster, AJ, Arnaez, O, Arnold, H, Tame, ZP Arrubarrena, Artoni, G, Asada, H, Asai, K, Asai, S, Asbah, NA, Asimakopoulou, EM, Assahsah, J, Assamagan, K, Astalos, R, Atkin, RJ, Atkinson, M, Atlay, NB, Atmani, H, Atmasiddha, PA, Augsten, K, Auricchio, S, Austrup, VA, Avner, G, Avolio, G, Ayoub, MK, 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, Bakker, PJ, Bakos, E, Gupta, D Bakshi, Balaji, S, 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, Barberio, EL, Barberis, D, Barbero, M, Barbour, G, Barends, KN, Barillari, T, Barisits, M-S, Barkeloo, J, Barklow, T, Barnett, RM, Baron, P, Baroncelli, A, Barone, G, Barr, AJ, Navarro, L Barranco, Barreiro, F, da Costa, J Barreiro Guimarães, Barron, U, Barsov, S, Bartels, F, Bartoldus, R, Bartolini, G, Barton, AE, Bartos, P, Basalaev, A, Basan, A, Baselga, M, Bashta, I, Bassalat, A, Basso, MJ, Basson, CR, Bates, RL, Batlamous, S, Batley, JR, Batool, B, Battaglia, M, Bauce, M, Bauer, F, Bauer, P, Bayirli, A, Beacham, JB, Beau, T, Beauchemin, PH, Becherer, F, Bechtle, P, Beck, HP, Becker, K, Becot, C, Beddall, AJ, Bednyakov, VA, Bee, CP, Beemster, LJ, Beermann, TA, Begalli, M, Begel, M, Behera, A, Behr, JK, Da Cruz E Silva, C Beirao, Beirer, JF, Beisiegel, F, Belfkir, M, Bella, G, Bellagamba, L, Bellerive, A, Bellos, P, Beloborodov, K, Belotskiy, K, Belyaev, NL, Benchekroun, D, Benhammou, Y, Benjamin, DP, Benoit, M, Bensinger, JR, Bentvelsen, S, Beresford, L, Beretta, M, Berge, D, Kuutmann, E Bergeaas, Berger, N, Bergmann, B, Beringer, J, Berlendis, S, Bernardi, G, Bernius, C, Bernlochner, FU, Berry, T, Berta, P, Berthold, A, Bertram, IA, Bylund, O Bessidskaia, Bethke, S, Betti, A, Bevan, AJ, Bhatta, S, Bhattacharya, DS, Bhattarai, P, Bhopatkar, VS, Bi, R, Bi, R, Bianchi, RM, Biebel, O, Bielski, R, Biesuz, NV, Biglietti, M, Billoud, TRV, Bindi, M, Bingul, A, Bini, C, Biondi, S, Biondini, A, Birch-sykes, CJ, Bird, GA, Birman, M, Bisanz, T, Biswas, D, Bitadze, A, Bjørke, K, Bloch, I, Blocker, C, Blue, A, Blumenschein, U, Blumenthal, J, Bobbink, GJ, Bobrovnikov, VS, Boehler, M, Bogavac, D, Bogdanchikov, AG, Bohm, C, Boisvert, V, Bokan, P, Bold, T, Bomben, M, Bona, M, Boonekamp, M, Booth, CD, Borbély, AG, Borecka-Bielska, HM, Borgna, LS, Borissov, G, Bortoletto, D, Boscherini, D, Bosman, M, Sola, JD Bossio, Bouaouda, K, 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, Madden, WD Breaden, Brendlinger, K, Brener, R, Brenner, L, Brenner, R, Bressler, S, Brickwedde, B, Britton, D, Britzger, D, Brock, I, Brooijmans, G, Brooks, WK, Brost, E, de Renstrom, PA Bruckman, Brüers, B, Bruncko, D, Bruni, A, Bruni, G, Bruschi, M, Bruscino, N, Bryngemark, L, Buanes, T, Buat, Q, Buchholz, P, Buckley, AG, Budagov, IA, Bugge, MK, Bulekov, O, Bullard, BA, Burdin, S ORCID: 0000-0003-4831-4132, Burgard, CD, Burger, AM, Burghgrave, B, Burr, JTP, Burton, CD, Burzynski, JC, Busch, EL, Büscher, V, Bussey, PJ, Butler, JM, Buttar, CM, Butterworth, JM, Buttinger, W, Vazquez, CJ Buxo, Buzykaev, AR, Cabras, G, Urbán, S Cabrera, 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, Toro, R Camacho, Camarda, S, Munoz, D Camarero, Camarri, P, Camerlingo, MT, Cameron, D, Camincher, C, Campanelli, M, Camplani, A, Canale, V, Canesse, A, Bret, M Cano, Cantero, J, Cao, Y, Capocasa, F, Capua, M, Carbone, A, Cardarelli, R, Cardenas, JCJ, Cardillo, F, Carli, T, Carlino, G, Carlson, BT, Carlson, EM, Carminati, L, Carnesale, M, Caron, S, Carquin, E, Carrá, S, Carratta, G, Carter, JWS, Carter, TM, Casadei, D, Casado, MP, Casha, AF, Castiglia, EG, Castillo, FL, Garcia, L Castillo, Gimenez, V Castillo, Castro, NF, Catinaccio, A, Catmore, JR, Cavaliere, V, Cavalli, N, Cavasinni, V, Celebi, E, Celli, F, Centonze, MS, Cerny, K, Cerqueira, AS, Cerri, A, Cerrito, L, Cerutti, F, Cervelli, A, Cetin, SA, Chadi, Z, Chakraborty, D, Chala, M, Chan, J, Chan, WS, Chan, WY, Chapman, JD, Chargeishvili, B, Charlton, DG, Charman, TP, Chatterjee, M, Chekanov, S, Chekulaev, SV, Chelkov, GA, Chen, A, Chen, B, Chen, B, Chen, C, Chen, H, Chen, H, Chen, J, Chen, J, Chen, S, Chen, SJ, Chen, X, Chen, X, Chen, Y, Cheng, CL, Cheng, HC, Cheplakov, A, Cheremushkina, E, Cherepanova, E, Moursli, R Cherkaoui El, Cheu, E, Cheung, K, Chevalier, L, Chiarella, V, Chiarelli, G, Chiodini, G, Chisholm, AS, Chitan, A, Chiu, YH, Chizhov, MV, Choi, K, Chomont, AR, Chou, Y, Chow, EYS, Chowdhury, T, Christopher, LD, 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, Columbie, JM Clavijo, Clawson, SE, Clement, C, Clissa, L, Coadou, Y, Cobal, M, Coccaro, A, Barrue, RF Coelho, De Sa, R Coelho Lopes, Coelli, S, Cohen, H, Coimbra, AEC, Cole, B, Collot, J, Muiño, P Conde, Connell, SH, Connelly, IA, Conroy, EI, Conventi, F, Cooke, HG, Cooper-Sarkar, AM, Cormier, F, Corpe, LD, Corradi, M, Corrigan, EE, Corriveau, F, Costa, MJ, Costanza, F, Costanzo, D, Cote, BM, Cowan, G, Cowley, JW, Cranmer, K, Crépé-Renaudin, S, Crescioli, F, Cristinziani, M, Cristoforetti, M, Croft, V, Crosetti, G, Cueto, A, Donszelmann, T Cuhadar, Cui, H, Cui, Z, Cukierman, AR, 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, Dattagupta, A, D’Auria, S, David, C, Davidek, T, Davis, DR, Davis-Purcell, B, Dawson, I, De, K, De Asmundis, R, De Beurs, M, De Castro, S, De Groot, N, de Jong, P, De la Torre, H, De Maria, A, De Salvo, A, De Sanctis, U, De Santis, M, De Santo, A, De Vivie De Regie, JB, Dedovich, DV, Degens, J, Deiana, AM, Peso, J Del, Rio, F Del, Deliot, F, Delitzsch, CM, Pietra, M Della, Volpe, D Della, 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, Deviveiros, PO, 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 Di, Diaconu, C, Dias, FA, Vale, T Dias Do, Diaz, MA, Capriles, FG Diaz, Didenko, M, Diehl, EB, Cornell, S Díez, Pardos, C Diez, Dimitriadi, C, Dimitrievska, A, Ding, W, Dingfelder, J, Dinu, I-M, Dittmeier, SJ, Dittus, F, Djama, F, Djobava, T, Djuvsland, JI, Dodsworth, D, 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, Drechsler, E, Dreyer, E, Drobac, AS, Du, D, Pree, TA du, Dubinin, F, Dubovsky, M, Duchovni, E, Duckeck, G, Ducu, OA, Duda, D, Dudarev, A, D’uffizi, M, Duflot, L, Dührssen, M, Dülsen, C, Dumitriu, AE, Dunford, M, Dungs, S, Dunne, K, Duperrin, A, Yildiz, H Duran, Düren, M, Durglishvili, A, Dutta, B, Dwyer, BL, Dyckes, GI, Dyndal, M, Dysch, S, Dziedzic, BS, Eckerova, B, Eggleston, MG, De Souza, E Egidio Purcino, Ehrke, LF, Eigen, G, Einsweiler, K, Ekelof, T, Ghazali, Y El, Jarrari, H El, Moussaouy, A El, Ellajosyula, V, Ellert, M, Ellinghaus, F, Elliot, AA, Ellis, N, Elmsheuser, J, Elsing, M, Emeliyanov, D, Emerman, A, Enari, Y, Ene, I, Erdmann, J, Ereditato, A, Erland, PA, Errenst, M, Escalier, M, Escobar, C, Etzion, E, Evans, G, Evans, H, Evans, MO, Ezhilov, A, Ezzarqtouni, S, Fabbri, F, Fabbri, L, Facini, G, Fadeyev, V, Fakhrutdinov, RM, Falciano, S, Falke, PJ, Falke, S, Faltova, J, Fan, Y, Fang, Y, Fanourakis, G, Fanti, M, Faraj, M, Farbin, A, Farilla, A, Farooque, T, Farrington, SM, Fassi, F, Fassouliotis, D, Giannelli, M Faucci, Fawcett, WJ, Fayard, L, Fedin, OL, Fedotov, G, Feickert, M, Feligioni, L, Fell, A, Fellers, DE, Feng, C, Feng, M, Fenton, MJ, Fenyuk, AB, Ferguson, SW, Ferrando, J, Ferrari, A, Ferrari, P, Ferrari, R, Ferrere, D, Ferretti, C, Fiedler, F, Filipčič, A, Filmer, EK, Filthaut, F, Fiolhais, MCN, Fiorini, L, Fischer, F, Fisher, WC, Fitschen, T, Fleck, I, Fleischmann, P, Flick, T, Flores, L, Flores, M, Castillo, LR Flores, 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, Franchini, M, Franchino, S, Francis, D, Franco, L, Franconi, L, Franklin, M, Frattari, G, Freegard, AC, Freeman, PM, Freund, WS, Freundlich, EM, Froidevaux, D, Frost, JA, Fu, Y, Fujimoto, M, Torregrosa, E Fullana, Fuster, J, Gabrielli, A, Gabrielli, A, Gadow, P, Gagliardi, G, Gagnon, LG, Gallardo, GE, Gallas, EJ, Gallop, BJ, Goni, R Gamboa, Gan, KK, Ganguly, S, Gao, J, Gao, Y, Walls, FM Garay, Garcia, B, García, C, Navarro, JE García, Pascual, JA García, Garcia-Sciveres, M, Gardner, RW, Garg, D, Garg, RB, Gargiulo, S, Garner, CA, Garonne, V, Gasiorowski, SJ, Gaspar, P, Gaudio, G, Gauzzi, P, Gavrilenko, IL, Gavrilyuk, A, Gay, C, Gaycken, G, Gazis, EN, Geanta, AA, Gee, CM, Geisen, J, Geisen, M, Gemme, C, Genest, MH, Gentile, S, George, S, George, WF, Geralis, T, Gerlach, LO, Gessinger-Befurt, P, Bostanabad, M Ghasemi, Ghneimat, M, Ghosal, A, Ghosh, A, Ghosh, A, Giacobbe, B, Giagu, S, Giangiacomi, N, Giannetti, P, Giannini, A, Gibson, SM, Gignac, M, Gil, DT, Gilbert, BJ, Gillberg, D, Gilles, G, Gillwald, NEK, Ginabat, L, Gingrich, DM, Giordani, MP, Giraud, PF, Giugliarelli, G, Giugni, D, Giuli, F, Gkialas, I, Gkountoumis, P, Gladilin, LK, Glasman, C, Gledhill, GR, Glisic, M, Gnesi, I, Go, Y, Goblirsch-Kolb, M, Godin, D, Goldfarb, S, Golling, T, Gololo, MGD, Golubkov, D, Gombas, JP, Gomes, A, Delegido, AJ Gomez, Gama, R Goncalves, Gonçalo, R, Gonella, G, Gonella, L, Gongadze, A, Gonnella, F, Gonski, JL, Andana, RY González, de la Hoz, S González, Fernandez, S Gonzalez, Lopez, R Gonzalez, Renteria, C Gonzalez, Suarez, R Gonzalez, Gonzalez-Sevilla, S, Rodriguez, GR Gonzalvo, Goossens, L, Gorasia, NA, Gorbounov, PA, Gorini, B, Gorini, E, Gorišek, A, Goshaw, AT, Gostkin, MI, Gottardo, CA, Gouighri, M, Goumarre, V, Goussiou, AG, Govender, N, Goy, C, Grabowska-Bold, I, Graham, K, Gramstad, E, Grancagnolo, S, Grandi, M, Gratchev, V, Gravila, PM, Gravili, FG, Gray, HM, Grefe, C, Gregor, IM, Grenier, P, Grevtsov, K, Grieco, C, Grillo, AA, Grimm, K, Grinstein, S, Grivaz, J-F, Groh, S, Gross, E, Grosse-Knetter, J, Grud, C, Grummer, A, Grundy, JC, Guan, L, Guan, W, Gubbels, C, Rojas, JGR Guerrero, Guescini, F, Gugel, R, Guida, A, Guillemin, T, Guindon, S, Guo, F, Guo, J, Guo, L, Guo, Y, Gupta, R, Gurbuz, S, Gustavino, G, Guth, M, Gutierrez, P, Zagazeta, LF Gutierrez, Gutschow, C, Guyot, C, Gwenlan, C, Gwilliam, CB ORCID: 0000-0002-9401-5304, Haaland, ES, Haas, A, Habedank, M, Haber, C, Hadavand, HK, Hadef, A, Hadzic, S, Haleem, M, Haley, J, Hall, JJ, Hallewell, GD, Halser, L, Hamano, K, Hamdaoui, H, Hamer, M, Hamity, GN, Han, J, Han, K, Han, L, Han, L, Han, S, Han, YF, Hanagaki, K, Hance, M, Hangal, DA, Hank, MD, Hankache, R, Hansen, E, Hansen, JB, Hansen, JD, Hansen, PH, Hara, K, Harada, D, Harenberg, T, Harkusha, S, Harris, YT, Harrison, PF, Hartman, NM, Hartmann, NM, Hasegawa, Y, Hasib, A, Haug, S, Hauser, R, Havranek, M, Hawkes, CM, Hawkings, RJ, 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, Heath, MP, Hedberg, V, Heggelund, AL, Hehir, ND, Heidegger, C, Heidegger, KK, Heidorn, WD, Heilman, J, Heim, S, Heim, T, Heinemann, B, Heinlein, JG, Heinrich, JJ, Heinrich, L, Hejbal, J, Helary, L, Held, A, Hellesund, S, Helling, CM, Hellman, S, Helsens, C, Henderson, RCW, Henkelmann, L, Correia, AM Henriques, Herde, H, Jiménez, Y Hernández, Herr, H, Herrmann, MG, Herrmann, T, Herten, G, Hertenberger, R, Hervas, L, Hessey, NP, Hibi, H, Higón-Rodriguez, E, Hillier, SJ, Hinchliffe, I, Hinterkeuser, F, Hirose, M, Hirose, S, Hirschbuehl, D, Hiti, B, Hladik, O, Hobbs, J, Hobincu, R, Hod, N, Hodgkinson, MC, Hodkinson, BH, Hoecker, A, Hofer, J, Hohn, D, Holm, T, Holzbock, M, Hommels, LBAH, Honan, BP, Hong, J, Hong, TM, Hong, Y, Honig, JC, Hönle, A, Hooberman, BH, Hopkins, WH, Horii, Y, Horyn, LA, Hou, S, Howarth, J, Hoya, J, Hrabovsky, M, Hrynevich, A, Hryn’ova, T, Hsu, PJ, Hsu, S-C, Hu, Q, Hu, S, Hu, YF, Huang, DP, Huang, X, Huang, Y, Huang, Y, Hubacek, Z, Huebner, M, Huegging, F, Huffman, TB, Huhtinen, M, Huiberts, SK, Hulsken, R, Huseynov, N, Huston, J, Huth, J, Hyneman, R, Hyrych, S, Iacobucci, G, Iakovidis, G, Ibragimov, I, Iconomidou-Fayard, L, Iengo, P, Iguchi, R, Iizawa, T, Ikegami, Y, Ilg, A, Ilic, N, Imam, H, Carlson, T Ingebretsen, Introzzi, G, Iodice, M, Ippolito, V, Ishino, M, Islam, W, Issever, C, Istin, S, Ito, H, Ponce, JM Iturbe, Iuppa, R, Ivina, A, Izen, JM, Izzo, V, Jacka, P, Jackson, P, Jacobs, RM, Jaeger, BP, Jagfeld, CS, Jäkel, G, Jakobs, K, Jakoubek, T, Jamieson, J, Janas, KW, Jarlskog, G, Jaspan, AE, Javůrek, T, Javurkova, M, Jeanneau, F, Jeanty, L, Jejelava, J, Jenni, P, Jézéquel, S, Jia, J, Jia, X, Jia, Z, Jiang, Y, Jiggins, S, Pena, J Jimenez, Jin, S, Jinaru, A, Jinnouchi, O, Jivan, H, Johansson, P, Johns, KA, Johnson, CA, Jones, DM, Jones, E, Jones, RWL, Jones, TJ ORCID: 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Klein, MH, Klein, M, Klein, U ORCID: 0000-0001-7391-5330, Klimek, P, Klimentov, A, Klimpel, F, Klingl, T, Klioutchnikova, T, Klitzner, FF, Kluit, P, Kluth, S, Kneringer, E, Knight, TM, Knue, A, Kobayashi, D, Kobayashi, R, Kocian, M, Kodama, T, Kodyš, P, Koeck, DM, Koenig, PT, Koffas, T, Köhler, NM, 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, Kretzschmar, J ORCID: 0000-0002-8515-1355, Kreul, K, Krieger, P, Krieter, F, Krishnamurthy, S, Krishnan, A, Krivos, M, Krizka, K, Kroeninger, K, Kroha, H, Kroll, J, Kroll, J, Krowpman, KS, Kruchonak, U, Krüger, H, Krumnack, N, Kruse, MC, Krzysiak, JA, Kubota, A, Kuchinskaia, O, Kuday, S, Kuechler, D, Kuechler, JT, Kuehn, S, Kuhl, T, Kukhtin, V, Kulchitsky, Y, Kuleshov, S, Kumar, M, Kumari, N, Kuna, M, Kupco, A, Kupfer, T, Kuprash, O, Kurashige, H, Kurchaninov, LL, Kurochkin, YA, Kurova, A, Kuwertz, ES, Kuze, M, Kvam, AK, Kvita, J, Kwan, T, Kwok, KW, 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, Lançon, E, Landgraf, U, Landon, MPJ, Lang, VS, Lange, JC, Langenberg, RJ, Lankford, AJ, Lanni, F, Lantzsch, K, Lanza, A, Lapertosa, A, Laporte, JF, Lari, T, Manghi, F Lasagni, Lassnig, M, Latonova, V, Lau, TS, Laudrain, A, Laurier, A, Lavorgna, M, Lawlor, SD, Lawrence, Z, Lazzaroni, M, Le, B, Leban, B, Lebedev, A, LeBlanc, M, LeCompte, T, Ledroit-Guillon, F, Lee, ACA, Lee, GR, Lee, L, Lee, SC, Leeuw, LL, Lefebvre, B, Lefebvre, HP, Lefebvre, M, Leggett, C, Lehmann, K, Miotto, G Lehmann, Leight, WA, 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, Lewis, DJ, Li, B, Li, B, Li, C, Li, C-Q, Li, H, Li, H, Li, H, Li, J, Li, K, Li, L, Li, M, Li, QY, Li, S, Li, T, Li, X, Li, Z, Li, Z, Li, Z, Li, Z, Liang, Z, Liberatore, M, Liberti, B, Lie, K, Marin, J Lieber, Lin, K, Linck, RA, Lindley, RE, Lindon, JH, Linss, A, Lipeles, E, Lipniacka, A, Liss, TM, 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, Y, Liu, YL, Liu, YW, Livan, M, Merino, J Llorente, Lloyd, SL, Lobodzinska, EM, Loch, P, Loffredo, S, Lohse, T, Lohwasser, K, Lokajicek, M, Long, JD, Longarini, I, Longo, L, Longo, R, Paz, I Lopez, Solis, A Lopez, Lorenz, J, Martinez, N Lorenzo, Lory, AM, Lösle, A, Lou, X, Lou, X, Lounis, A, Louppe, GC, Love, J, Love, PA, Bahilo, JJ Lozano, Lu, G, Lu, M, Lu, S, Lu, YJ, Lubatti, HJ, Luci, C, Alves, FL Lucio, 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, Lyu, F, Lyubushkin, V, Lyubushkina, T, Ma, H, Ma, LL, Ma, Y, Donell, DM Mac, Maccarrone, G, MacDonald, JC, Madar, R, Mader, WF, Maeda, J, Maeno, T, Maerker, M, Magerl, V, Magro, J, Mahon, DJ, Maidantchik, C, Maio, A, Maj, K, Majersky, O, Majewski, S, Makovec, N, Maksimovic, V, Malaescu, B, Malecki, Pa, Maleev, VP, Malek, F, Malito, D, Mallik, U, Malone, C, Maltezos, S, Malyukov, S, Mamuzic, J, Mancini, G, Mandalia, JP, Mandić, I, de Andrade Filho, L Manhaes, Maniatis, IM, Manisha, M, Ramos, J Manjarres, Mankad, DC, Mankinen, KH, Mann, A, Manousos, A, Mansoulie, B, Manzoni, S, Marantis, A, Marchiori, G, Marcisovsky, M, Marcoccia, L, Marcon, C, Marinescu, M, Marjanovic, M, Marshall, Z, Marti-Garcia, S, Martin, TA, Martin, VJ, Latour, B Martin dit, Martinelli, L, Martinez, M, Agullo, P Martinez, Outschoorn, VI Martinez, Suarez, P Martinez, Martin-Haugh, S, Martoiu, VS, Martyniuk, AC, Marzin, A, Maschek, SR, Masetti, L, Mashimo, T, Masik, J, Maslennikov, AL, Massa, L, Massarotti, P, Mastrandrea, P, Mastroberardino, A, Masubuchi, T, Mathisen, T, Matic, A, Matsuzawa, N, Maurer, J, Maček, B, Maximov, DA, Mazini, R, Maznas, I, Mazza, M, Mazza, SM, Ginn, C Mc, Gowan, JP Mc, Kee, SP Mc, McCarthy, TG, McCormack, WP, McDonald, EF, McDougall, AE, Mcfayden, JA, Mchedlidze, G, McKay, MA, Mckenzie, RP, Mclaughlin, DJ, McLean, KD, McMahon, SJ, McNamara, PC, McPherson, RA, Mdhluli, JE, Meehan, S, Megy, T, Mehlhase, S, Mehta, A ORCID: 0000-0003-2619-9743, Meirose, B, Melini, D, Garcia, BR Mellado, Melo, AH, Meloni, F, Melzer, A, Gouveia, ED Mendes, Da Costa, AM Mendes Jacques, 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, Meshreki, JKR, Metcalfe, J, Mete, AS, Meyer, C, Meyer, J-P, Michetti, M, Middleton, RP, Mijović, L, Mikenberg, G, Mikestikova, M, Mikuž, 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, Minegishi, Y, Mino, Y, Mir, LM, Lopez, M Miralles, Mironova, M, Mitani, T, Mitra, A, Mitsou, VA, Miu, O, Miyagawa, PS, Miyazaki, Y, Mizukami, A, Mjörnmark, JU, Mkrtchyan, T, Mlynarikova, M, Moa, T, Mobius, S, Mochizuki, K, Moder, P, Mogg, P, Mohammed, AF, Mohapatra, S, Mokgatitswane, G, Mondal, B, Mondal, S, Mönig, K, Monnier, E, Romero, L Monsonis, Berlingen, J Montejo, Montella, M, Monticelli, F, Morange, N, De Carvalho, AL Moreira, Llácer, M Moreno, Martinez, C Moreno, Morettini, P, Morgenstern, S, Mori, D, Morii, M, Morinaga, M, Morisbak, V, Morley, AK, Morvaj, L, Moschovakos, P, Moser, B, Mosidze, M, Moskalets, T, Moskvitina, P, Moss, J, Moyse, EJW, Muanza, S, Mueller, J, Muenstermann, D, Müller, R, Mullier, GA, Mullin, JJ, Mungo, DP, Martinez, JL Munoz, Sanchez, FJ Munoz, Murin, M, Murray, WJ, Murrone, A, Muse, JM, Muškinja, 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, Nanjo, H, Narayan, R, Narayanan, EA, Naryshkin, I, Naseri, M, Nass, C, Navarro, G, Navarro-Gonzalez, J, Nayak, R, Nechaeva, PY, Nechansky, F, 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, YS, Ng, YWY, Ngair, B, Nguyen, HDN, Nickerson, RB, Nicolaidou, R, Nielsen, DS, Nielsen, J, Niemeyer, M, Nikiforou, N, Nikolaenko, V, Nikolic-Audit, I, Nikolopoulos, K, Nilsson, P, Nindhito, HR, Nisati, A, Nishu, N, Nisius, R, Rosende, SJ Noacco, Nobe, T, Noel, DL, Noguchi, Y, Nomidis, I, Nomura, MA, Norfolk, MB, Norisam, RRB, Novak, J, Novak, T, Novgorodova, O, Novotny, L, Novotny, R, Nozka, L, Ntekas, K, Nurse, E, Oakham, FG, Ocariz, J, Ochi, A, Ochoa, I, Ochoa-Ricoux, JP, Oda, S, Oerdek, S, Ogrodnik, A, Oh, A, Ohm, CC, Oide, H, Oishi, R, Ojeda, ML, Okazaki, Y, O’Keefe, MW, Okumura, Y, Olariu, A, Seabra, LF Oleiro, Pino, SA Olivares, Damazio, D Oliveira, Goncalves, D Oliveira, Oliver, JL, Olsson, MJR, Olszewski, A, Olszowska, J, Öncel, ÖO, O’Neil, DC, O’Neill, AP, Onofre, A, Onyisi, PUE, Madriz, RG Oreamuno, Oreglia, MJ, Orellana, GE, Orestano, D, Orlando, N, Orr, RS, O’Shea, V, Ospanov, R, Garzon, G Otero Y, 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, Pacalt, J, Pacey, HA, Pages, A Pacheco, Aranda, C Padilla, Griso, S Pagan, Palacino, G, Palazzo, S, Palestini, S, Palka, M, Pan, J, Panchal, DK, Pandini, CE, Vazquez, JG Panduro, Pani, P, Panizzo, G, Paolozzi, L, Papadatos, C, Parajuli, S, Paramonov, A, Paraskevopoulos, C, Hernandez, D Paredes, Parida, B, Park, TH, Parker, AJ, Parker, MA, Parodi, F, Parrish, EW, Parrish, VA, Parsons, JA, Parzefall, U, Dias, B Pascual, Dominguez, L Pascual, Pascuzzi, VR, Pasquali, F, Pasqualucci, E, Passaggio, S, Pastore, F, Pasuwan, P, Pater, JR, Pathak, A, Patton, J, Pauly, T, Pearkes, J, Pedersen, M, Pedro, R, Peleganchuk, SV, Penc, O, Peng, C, Peng, H, Penzin, M, Peralva, BS, Peixoto, AP Pereira, Sanchez, L Pereira, Perepelitsa, DV, Codina, E Perez, Perganti, M, Perini, L, Pernegger, H, Perrevoort, A, Perrin, O, Peters, K, Peters, RFY, Petersen, BA, Petersen, TC, Petit, E, Petousis, V, Petridou, C, Petrukhin, A, Pettee, M, Pettersson, NE, Petukhova, K, Peyaud, A, Pezoa, R, Pezzotti, L, Pezzullo, G, Pham, T, Phillips, PW, Phipps, MW, Piacquadio, G, Pianori, E, Piazza, F, Piegaia, R, Pietreanu, D, Pilkington, AD, Pinamonti, M, Pinfold, JL, Donaldson, C Pitman, Pizzi, DA, Pizzimento, L, Pizzini, A, Pleier, M-A, Plesanovs, V, Pleskot, V, Plotnikova, E, Poddar, G, Poettgen, R, Poggi, R, Poggioli, L, Pogrebnyak, I, Pohl, D, Pokharel, I, Polacek, S, Polesello, G, Poley, A, Polifka, R, Polini, A, Pollard, CS, Pollock, ZB, Polychronakos, V, Ponomarenko, D, Pontecorvo, L, Popa, S, Popeneciu, GA, Quintero, DM Portillo, Pospisil, S, Postolache, P, Potamianos, K, Potrap, IN, Potter, CJ, Potti, H, Poulsen, T, Poveda, J, Pownall, G, Astigarraga, ME Pozo, Ibanez, A Prades, Pralavorio, P, Prapa, MM, Pretel, J, Price, D, Primavera, M, Martin, MA Principe, Proffitt, ML, Proklova, N, Prokofiev, K, Proto, G, Protopopescu, S, Proudfoot, J, Przybycien, M, Pudzha, D, Puzo, P, Pyatiizbyantseva, D, Qian, J, Qin, Y, Qiu, T, Quadt, A, Queitsch-Maitland, M, Bolanos, G Rabanal, Rafanoharana, D, Ragusa, F, Raine, JA, Rajagopalan, S, Ran, K, Raskina, V, Rassloff, DF, Rave, S, Ravina, B, Ravinovich, I, Raymond, M, Read, AL, Readioff, NP, Rebuzzi, DM, Redlinger, G, Reeves, K, Reikher, D, Reiss, A, Rej, A, Rembser, C, Renardi, A, Renda, M, Rendel, MB, Rennie, AG, Resconi, S, Ressegotti, M, Resseguie, ED, Rettie, S, Reynolds, B, Reynolds, E, Estabragh, M 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Rustige, L, Rutherfoord, JP, Rüttinger, EM, Rybacki, K, Rybar, M, Rye, EB, Ryzhov, A, Iglesias, JA Sabater, Sabatini, P, Sabetta, L, Sadrozinski, HF-W, Tehrani, F Safai, Samani, B Safarzadeh, Safdari, M, Saha, S, Sahinsoy, M, Sahu, A, Saimpert, M, Saito, M, Saito, T, Salamani, D, Salamanna, G, Salnikov, A, Salt, J, Salas, A Salvador, Salvatore, D, Salvatore, F, Salzburger, A, Sammel, D, Sampsonidis, D, Sampsonidou, D, Sánchez, J, Pineda, A Sanchez, Sebastian, V Sanchez, Sandaker, H, Sander, CO, Sanderswood, IG, Sandesara, JA, Sandhoff, M, Sandoval, C, Sankey, DPC, Sansoni, A, 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, Galvan, I Sayago, Sbarra, C, Sbrizzi, A, Scanlon, T, Schaarschmidt, J, Schacht, P, Schaefer, D, Schäfer, U, Schaffer, AC, Schaile, D, Schamberger, RD, Schanet, E, Scharf, C, Scharmberg, N, Schegelsky, VA, Scheirich, D, Schenck, F, Schernau, M, Scheulen, C, Schiavi, C, Schillaci, ZM, Schioppa, EJ, Schioppa, M, Schlag, B, Schleicher, KE, Schlenker, S, 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, 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, Seiss, T, Seitz, C, Seixas, JM, Sekhniaidze, G, Sekula, SJ, Selem, L, Semprini-Cesari, N, Sen, S, Senthilkumar, V, Serin, L, Serkin, L, Sessa, M, Severini, H, Sevova, S, Sforza, F, Sfyrla, A, Shabalina, E, Shaheen, R, Shahinian, JD, Shaikh, NW, Renous, D Shaked, Shan, LY, Shapiro, M, Sharma, A, Sharma, AS, Sharma, S, Shatalov, PB, Shaw, K, Shaw, SM, Sherwood, P, Shi, L, Shimmin, CO, Shimogama, Y, Shinner, JD, Shipsey, IPJ, Shirabe, S, Shiyakova, M, Shlomi, J, 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F, 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, 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, Steinhebel, AL, Stelzer, B, Stelzer, HJ, Stelzer-Chilton, O, Stenzel, H, Stevenson, TJ, Stewart, GA, 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, Gudnadottir, O Sunneborn, Sutton, MR, Svatos, M, Swiatlowski, M, Swirski, T, Sykora, I, Sykora, M, Sykora, T, Ta, D, Tackmann, K, Taffard, A, Tafirout, R, Vargas, JS Tafoya, Taibah, RHM, Takashima, R, Takeda, K, Takeva, EP, Takubo, Y, Talby, M, Talyshev, AA, Tam, KC, Tamir, NM, Tanaka, A, Tanaka, J, Tanaka, R, Tang, J, Tao, Z, Araya, S Tapia, Tapprogge, S, Mohamed, A Tarek Abouelfadl, Tarem, S, Tariq, K, Tarna, G, Tartarelli, GF, Tas, P, Tasevsky, M, Tassi, E, Tateno, G, Tayalati, Y, Taylor, GN, Taylor, W, Teagle, H, Tee, AS, De Lima, R Teixeira, Teixeira-Dias, P, Teoh, JJ, Terashi, K, Terron, J, Terzo, S, Testa, M, Teuscher, RJ, Themistokleous, N, Theveneaux-Pelzer, T, Thielmann, O, Thomas, DW, Thomas, JP, Thompson, EA, Thompson, PD, Thomson, E, Thorpe, EJ, Tian, Y, Tikhomirov, V, Tikhonov, Yu A, Timoshenko, S, Ting, EXL, Tipton, P, Tisserant, S, Tlou, SH, Tnourji, A, Todome, K, Todorova-Nova, S, Todt, S, Togawa, M, Tojo, J, Tokár, S, Tokushuku, K, Tombs, R, Tomoto, M, Tompkins, L, Tornambe, P, Torrence, E, Torres, H, Pastor, E Torró, Toscani, M, Tosciri, C, Tovey, DR, Traeet, A, Trandafir, IS, Treado, CJ, Trefzger, T, Tricoli, A, Trigger, IM, Trincaz-Duvoid, S, Trischuk, DA, Trocmé, B, Trofymov, A, Troncon, C, Trovato, F, Truong, L, Trzebinski, M, Trzupek, A, Tsai, F, Tsai, M, Tsiamis, A, Tsiareshka, PV, Tsirigotis, A, Tsiskaridze, V, Tskhadadze, EG, Tsopoulou, M, Tsujikawa, Y, Tsukerman, II, Tsulaia, V, Tsuno, S, Tsur, O, Tsybychev, D, Tu, Y, Tudorache, A, Tudorache, V, Tuna, AN, Turchikhin, S, Cakir, I Turk, Turra, R, Tuts, PM, Tzamarias, S, Tzanis, P, Tzovara, E, Uchida, K, Ukegawa, F, Poblete, PA Ulloa, Unal, G, Unal, M, Undrus, A, Unel, G, Uno, K, Urban, J, Urquijo, P, Usai, G, Ushioda, R, Usman, M, Uysal, Z, Vacek, V, Vachon, B, Vadla, KOH, Vafeiadis, T, Valderanis, C, Santurio, E Valdes, Valente, M, Valentinetti, S, Valero, A, Vallier, A, Ferrer, JA Valls, Daalen, TR Van, Gemmeren, P Van, Stroud, S Van, Vulpen, I Van, Vanadia, M, Vandelli, W, Vandenbroucke, M, Vandewall, ER, Vannicola, D, Vannoli, L, Vari, R, Varnes, EW, Varni, C, Varol, T, Varouchas, D, Varvell, KE, Vasile, ME, Vaslin, L, Vasquez, GA, Vazeille, F, Furelos, D Vazquez, Schroeder, T Vazquez, Veatch, J, Vecchio, V, Veen, MJ, Veliscek, I, Veloce, LM, Veloso, F, Veneziano, S, Ventura, A, Verbytskyi, A, Verducci, M, Vergis, C, De Araujo, M Verissimo, Verkerke, W, Vermeulen, JC, Vernieri, C, Verschuuren, PJ, Vessella, M, Vesterbacka, ML, Vetterli, MC, Vgenopoulos, A, Maira, N Viaux, Vickey, T, Boeriu, OE Vickey, Viehhauser, GHA, Vigani, L, Villa, M, Perez, M Villaplana, Villhauer, EM, Vilucchi, E, Vincter, MG, Virdee, GS, Vishwakarma, A, Vittori, C, Vivarelli, I, Vladimirov, V, Voevodina, E, Vogel, M, Vokac, P, Voloshynovskiy, S, Ahnen, J Von, Toerne, E Von, Vormwald, B, Vorobel, V, Vorobev, K, Vos, M, Vossebeld, JH, Vozak, M, Vozdecky, L, Vranjes, N, Milosavljevic, M Vranjes, Vrba, V, Vreeswijk, M, Vuillermet, R, Vujinovic, O, Vukotic, I, Wada, S, Wagner, C, Wagner, W, Wahdan, S, Wahlberg, H, Wakasa, R, Wakida, M, Walbrecht, VM, Walder, J, Walker, R, Walkowiak, W, Wang, AM, Wang, AZ, Wang, C, Wang, C, Wang, H, Wang, J, Wang, P, Wang, R-J, Wang, R, Wang, R, Wang, SM, Wang, S, Wang, T, Wang, WT, Wang, WX, Wang, X, Wang, X, Wang, X, Wang, Y, Wang, Z, Wang, Z, Wang, Z, Warburton, A, Ward, RJ, Warrack, N, Watson, AT, Watson, MF, Watts, G, Waugh, BM, Webb, AF, Weber, C, Weber, MS, Weber, SA, Weber, SM, Wei, C, Wei, Y, Weidberg, AR, Weingarten, J, Weirich, M, Weiser, C, 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, Wieseotte, N, Wiglesworth, C, Wiik-Fuchs, LAM, Wilbern, DJ, Wilkens, HG, Williams, DM, Williams, HH, Williams, S, Willocq, S, Windischhofer, PJ, Winklmeier, F, Winter, BT, Wittgen, M, Wobisch, M, Wolf, A, Wölker, R, Wollrath, J, Wolter, MW, Wolters, H, Wong, VWS, Wongel, AF, Worm, SD, Wosiek, BK, Woźniak, KW, Wraight, K, Wu, J, 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, Xiotidis, I, Xu, D, Xu, H, Xu, H, Xu, L, Xu, R, Xu, T, Xu, W, Xu, Y, Xu, Z, Xu, Z, Yabsley, B, Yacoob, S, Yamaguchi, N, Yamaguchi, Y, 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, Z, Yao, W-M, Yap, YC, Ye, H, Ye, J, Ye, S, Ye, X, Yeletskikh, I, Yexley, MR, Yin, P, Yorita, K, Young, CJS, Young, C, Yuan, M, Yuan, R, Yue, X, Zaazoua, M, Zabinski, B, Zacharis, G, Zaid, E, Zakareishvili, T, Zakharchuk, N, Zambito, S, Zang, J, Zanzi, D, Zaplatilek, O, Zeißner, SV, Zeitnitz, C, Zeng, JC, Zenger, DT, Zenin, O, Ženiš, T, Zenz, S, Zerradi, S, Zerwas, D, Zhang, B, Zhang, DF, Zhang, G, Zhang, J, Zhang, K, Zhang, L, Zhang, M, Zhang, R, Zhang, S, Zhang, T, Zhang, X, Zhang, X, Zhang, Z, Zhao, H, Zhao, P, Zhao, T, Zhao, Y, Zhao, Z, Zhemchugov, A, Zheng, Z, Zhong, D, Zhou, B, Zhou, C, Zhou, H, Zhou, N, Zhou, Y, Zhu, CG, Zhu, C, Zhu, HL, Zhu, H, Zhu, J, Zhu, Y, Zhuang, X, Zhukov, K, Zhulanov, V, Zieminska, D, Zimine, NI, Zimmermann, S, Zinsser, J, Ziolkowski, M, Živković, L, Zoccoli, A, Zoch, K, Zorbas, TG, Zormpa, O, Zou, W and Zwalinski, L (2024) Deep Generative Models for Fast Photon Shower Simulation in ATLAS Computing and Software for Big Science, 8 (1). 7-. ISSN 2510-2036, 2510-2044

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Abstract

AbstractThe need for large-scale production of highly accurate simulated event samples for the extensive physics programme of the ATLAS experiment at the Large Hadron Collider motivates the development of new simulation techniques. Building on the recent success of deep learning algorithms, variational autoencoders and generative adversarial networks are investigated for modelling the response of the central region of the ATLAS electromagnetic calorimeter to photons of various energies. The properties of synthesised showers are compared with showers from a full detector simulation using geant4. Both variational autoencoders and generative adversarial networks are capable of quickly simulating electromagnetic showers with correct total energies and stochasticity, though the modelling of some shower shape distributions requires more refinement. This feasibility study demonstrates the potential of using such algorithms for ATLAS fast calorimeter simulation in the future and shows a possible way to complement current simulation techniques.

Item Type:	Article
Uncontrolled Keywords:	5106 Nuclear and Plasma Physics, 5107 Particle and High Energy Physics, 51 Physical Sciences, Machine Learning and Artificial Intelligence
Divisions:	Faculty of Science & Engineering > School of Physical Sciences
Depositing User:	Symplectic Admin
Date Deposited:	18 Mar 2024 10:04
Last Modified:	17 Jan 2026 20:06
DOI:	10.1007/s41781-023-00106-9
Open Access URL:	https://link.springer.com/article/10.1007/s41781-0...
Related Websites:	Publisher
URI:	https://livrepository.liverpool.ac.uk/id/eprint/3179613
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