Precision calibration of calorimeter signals in the ATLAS experiment using an uncertainty-aware neural network

Collaboration, A.; Aad, G.; Aakvaag, E.; Abbott, B.K.; Abdelhameed, S.; Abeling, K.; Abicht, N.J.; Abidi, H.; Aboelela, M.; Aboulhorma, A.; Abramowicz, H.; Abulaiti, Y.; Acharya, B.S.; Ackermann, A.; Adam Bourdarios, C.; Adamczyk, L.; Addepalli, S.; Addison, M.; Adelman, J.; Adiguzel, A.; Adye, T.; Affolder, T.; Afik, Y.; Agaras, M.N.; Aggarwal, A.; Agheorghiesei, C.; Ahmadov, F.; Ahuja, S.; Xiaocong, A.; Aielli, G.; Aikot, A.; Ait Tamlihat, M.; Aitbenchikh, B.; Akbiyik, M.; Akesson, T.; Akimov, A.; Akiyama, D.; Akolkar, N.N.; Aktas, S.; Alberghi, G.L.; Albert, J.; Albicocco, P.; Albouy, G.L.; Alderweireldt, S.; Alegria, Z.L.; Aleksa, M.; Alexandrov, I.; Alexa, C.; Alexopoulos, T.; Alfonsi, F.; Algren, M.; Alhroob, M.; Ali, B.; Ali, H.; Ali, S.; Alibocus, S.W.; Aliev, M.; Alimonti, G.; Alkakhi, W.; Allaire, C.; Allbrooke, B.; Allen, J.; Allen, J.F.; Allport, P.P.; Aloisio, A.; Alonso, F.; Alpigiani, C.; Alsolami, Z.M.K.; Alvarez Fernandez, A.; Alves Cardoso, M.; Alviggi, M.; Aly, M.; Do Amaral Coutinho, Y.; Ambler, A.; Amelung, C.; Amerl, M.; Ames, C.; Amidei, D.; Amini, B.; Amirie, K.; Amirkhanov, A.; Amor Dos Santos, S.P.; Amos, K.R.; Amperiadou, D.; Shiwen, A.; Ananiev, V.; Anastopoulos, C.; Andeen, T.R.; Anders, J.K.; Anderson, A.C.; Andreazza, A.; Angelidakis, S.; Angerami, A.; Anisenkov, A.; Annovi, A.; Antel, C.; Antipov, E.; Antonelli, M.; Anulli, F.; Aoki, M.; Aoki, T.; Aparo, M.; Aperio Bella, L.; Appelt, C.; Apyan, A.; Arbiol Val, S.J.; Arcangeletti, C.; Arce, A.T.; Arguin, J.; Argyropoulos, S.; Arling, J.; Arnaez, O.; Arnold, H.; Artoni, G.; Asada, H.; Asai, K.; Asai, S.; Asbah, N.A.; Ashby Pickering, R.A.; Aslam, A.M.; Assamagan, K.A.; Astalos, R.; Astrand, S.; Atashi, R.; Atkin, R.J.; Atmani, H.; Atmasiddha, P.; Augsten, K.; Auriol, A.; Austrup, V.A.; Avolio, G.; Axiotis, K.; Azuelos, G.; Babal, D.; Bachacou, H.; Bachas, K.; Bachiu, A.; Bachmann, E.; Backes, M.J.; Badea, A.; Baer, T.M.; Bagnaia, P.; Bahmani, M.; Bahner, D.; Bai, K.; Baines, J.; Baines, L.; Baker, K.; Bakos, E.; Bakshi Gupta, D.; Balabram Filho, L.E.; Balakrishnan, V.; Balasubramanian, R.; Baldin, E.; Balek, P.; Ballabene, E.; Balli, F.; Baltes, L.M.; Balunas, W.K.; Balz, J.; Bamwidhi, I.; Banas, E.; Bandieramonte, M.; Bandyopadhyay, A.; Bansal, S.; Barak, L.; Barakat, M.; Barberio, E.; Barberis, D.; Barbero, M.B.; Barel, M.Z.; Barillari, T.; Barisits, M.; Barklow, T.; Baron, P.; Baron, D.; Baroncelli, T.; Barr, A.; Barr, J.; Barreiro, F.; Barreiro Guimaraes Da Costa, J.; Barros, M.; Barsov, S.; Bartels, F.; Bartoldus, R.; Barton, A.E.; Bartos, P.; Basan, A.; Baselga Bacardit, M.; Bashiri, S.; Bassalat, A.; Basso, M.J.; Bataju, S.; Bate, R.; Bates, R.; Batlamous, S.; Battaglia, M.; Battulga, D.; Bauce, M.; Bauer, M.; Bauer, P.; Bayer, L.; Bazzano, T.; Beacham, J.; Beau, T.; Beaucamp, J.Y.; Beauchemin, P.; Bechtle, P.; Beck, H.P.; Becker, K.; Beddall, A.; Bednyakov, V.; Bee, C.; Beemster, L.; Begalli, M.; Begel, M.; Behr, J.K.; Beirer, J.F.; Beisiegel, F.; Belfkir, M.; Bella, G.; Bellagamba, L.; Bellerive, A.; Bellos, P.; Beloborodov, K.; Benchekroun, D.; Bendebba, F.; Benhammou, Y.; Benkendorfer, K.; Beresford, L.A.; Beretta, M.M.; Bergeaas Kuutmann, E.; Berger, N.; Bergmann, B.L.; Beringer, J.; Bernardi, G.; Bernius, C.; Bernlochner, F.U.; Bernon, F.; Berrocal Guardia, A.; Berry, T.; Berta, P.; Berthold, A.; Bethke, S.; Betti, A.; Bevan, A.; Bhalla, N.K.; Bharthuar, S.; Bhatta, S.; Bhattacharya, D.S.; Bhattarai, P.; Bhatti, Z.; Bhide, K.D.; Bhopatkar, V.S.; Bianchi, R.M.; Bianco, G.; Biebel, O.; Biglietti, M.; Billingsley, S.; Bimgdi, Y.; Bindi, M.; Bingham, A.; Bingul, A.; Bini, C.; Bird, G.A.; Birman, M.; Biros, M.; Biryukov, S.; Bisanz, T.; Bisceglie, E.; Biswal, J.P.; Biswas, D.; Bloch, I.; Blue, A.J.; Blumenschein, U.; Blumenthal, J.; Bobrovnikov, V.; Boehler, M.; Bohm, B.; Bogavac, D.; Bogdanchikov, A.; Boggia, L.; Boisvert, V.; Bokan, P.; Bold, T.; Bomben, M.; Bona, M.; Boonekamp, M.; Borbely, A.G.; Bordulev, I.; Borissov, G.; Bortoletto, D.; Boscherini, D.; Fernandez-Bosman, M.; Bouaouda, K.; Bouchhar, N.; Boudet, L.; Boudreau, J.; Bouhova-Thacker, E.; Boumediene, D.E.; Bouquet, R.; Boveia, A.; Boyd, J.; Boye, D.; Boyko, I.; Bozianu, L.; Bracinik, J.; Brahimi, N.; Brandt, G.I.; Brandt, O.; Brau, B.P.; Brau, J.; Schimmel Brener, R.; Brenner, L.; Brenner, R.; Bressler, S.; Brianti, G.; Britton, D.; Britzger, D.; Brock, I.; Brock, R.; Brooijmans, G.; Brooks, J.; Brooks, E.M.; Brost, L.; Brown, L.; Bruce, L.E.; Bruckler, T.L.; Bruckman De Renstrom, P.; Bruers, B.; Bruni, A.; Bruni, G.; Brunner, D.; Bruschi, M.; Bruscino, N.; Buanes, T.; Buat, Q.; Buchin, D.A.; Buckley, A.; Bulekov, O.; Bullard, B.; Burdin, S.; Burgard, C.; Burger, A.M.; Burghgrave, B.O.; Burlayenko, O.; Burleson, J.D.; Burr, J.; Burzynski, J.C.; Busch, E.L.; Buescher, V.; Bussey, P.J.; Butler, J.M.; Buttar, C.M.; Butterworth, J.M.; Buttinger, W.; Buxo Vazquez, C.J.; Buzykaev, A.; Cabrera Urban, S.; Cadamuro, L.; Caforio, D.; Cai, H.; Cai, Y.; Cai, Y.; Cairo, V.; Cakir, O.; Calace, N.; Calafiura, P.; Calderini, G.; Calfayan, P.; Callea, G.; Caloba, L.P.; Calvet, D.; Calvet, S.; Camacho Toro, R.C.; Camarda, S.; Camarero Munoz, D.; Camarri, P.; Camerlingo, M.T.; Cameron, D.; Camincher, C.; Campanelli, M.; Camplani, A.; Canale, V.; Canbay, A.C.; Canonero, E.; Cantero Garcia, J.; Cao, Y.; Capocasa, F.; Capua, M.; Carbone, A.; Cardarelli, R.; Cardenas Jr, J.C.; Cardiff, M.P.; Carducci, G.; Carli, T.; Carlino, G.; Carlotto, J.I.; Carlson, B.; Carlson, E.M.; Carmignani, J.; Carminati, L.; Carnelli, A.; Carnesale, M.; Caron, S.; Carquin Lopez, E.; Carr, I.B.; Carra, S.; Carratta, G.; Carroll, A.M.; Casado Lechuga, M.D.P.; Caspar, M.; Castillo, F.L.; Castillo Garcia, L.; Castillo Gimenez, V.; Castro, N.; Catinaccio, A.; Catmore, J.; Cavaliere, T.; Cavaliere, V.; Caviedes Betancourt, L.J.; Cekmecelioglu, Y.C.; Celebi, E.; Cella, S.; Cepaitis, V.; Cerny, K.; Santiago Cerqueira, A.; Cerri, A.; Cerrito, L.; Cerutti, F.; Cervato, B.; Cervelli, A.; Cesarini, G.; Cetin, S.; Chabrillat, P.M.; Chan, J.; Chan, W.Y.; Chapman, J.D.; Chapon, E.; Chargeishvili, B.; Charlton, D.; Chauhan, C.; Che, Y.; Chekanov, S.; Chekulaev, S.; Shelkov, G.; Chen, B.; Chen, C.; Chen, H.; Chen, H.; Chen, J.; Chen, J.; Chen, M.; Chen, S.; Chen, S.; Chen, X.; Chen, X.; Cheng, A.; Cheng, H.C.T.; Cheong, S.; Cheplakov, A.; Cheremushkina, E.; Cherepanova, E.; Cherkaoui, R.; Cheu, E.; Cheung, K.; Chevalier, L.; Chiarella, V.; Chiarelli, G.; Chiedde, N.; Chiodini, G.; Chisholm, A.S.; Chitan, A.; Chitishvili, M.; Chizhov, M.; Choi, K.; Chou, Y.; Chow, E.; Chu, M.K.L.; Chu, M.C.; Chu, X.; Chubinidze, Z.; Chudoba, J.; Chwastowski, J.; Cieri, D.; Ciesla, K.; Cindro, V.; Ciocio, A.; Cirotto, F.; Citron, Z.; Citterio, M.; Ciubotaru, D.A.; Clark, A.; Clark, P.; Clarke Hall, N.; Clarry, C.; Clawson, S.; Clement, C.; Coadou, Y.; Cobal, M.; Coccaro, A.; Barrue, R.; Coelho Lopes De Sa, R.; Coelli, S.; Colangeli, L.S.; Cole, B.A.; Collado Soto, P.; Collot, J.; Conde Muino, P.; Connell, M.; Connell, S.; Conroy, E.I.; Conventi, F.; Cooke, H.; Sarkar, A.; Corchia, F.A.; Cordeiro Oudot Choi, A.; Corpe, L.D.; Corradi, M.; Corriveau, F.; Cortes-Gonzalez, A.; Costa Mezquita, M.J.; Costanza, F.; Costanzo, D.; Cote, B.; Couthures, J.; Cowan, G.; Cranmer, K.S.; Cremer, L.; Cremonini, D.; Crepe-Renaudin, S.; Crescioli, F.; Cristinziani, M.; Cristoforetti, M.; Croft, V.A.; Crosby, J.E.; Crosetti, N.; Cueto Gomez, A.R.; Cui, H.; Cui, M.; Cunningham, L.; Curcio, F.; Curran, J.R.; Czodrowski, P.K.; Sousa, M.J.; Da Fonseca Pinto, J.V.; Da Via, C.; Dabrowski, W.; Dado, T.; Dahbi, S.; Dai, T.; Dal Santo, D.; Dallapiccola, C.; Dam, M.; D'Amen, G.; D'Amico, V.; Damp, J.F.; Dandoy, J.; Dannheim, D.; Danninger, M.; Dao, V.; Darbo, N.; Das, S.J.; Dattola, F.; D'Auria, S.; D'Avanzo, A.; Davidek, T.; Dawson, I.; Day-Hall, H.; Kaushik, D.; De Almeida Rossi, C.; De Asmundis, R.; De Biase, N.; De Castro, S.; De Groot, N.; De Jong, P.; De La Torre Perez, H.; De Maria, A.; De Salvo, A.; De Sanctis, U.; De Santis, F.; De Santo, A.; De Vivie De Regie, J.; Debevc, J.; Dedovich, D.; Degens, J.; Deiana, A.M.; Del Peso, J.; Delagrange, L.; Deliot, F.; Delitzsch, C.M.; Della Pietra, M.; Della Volpe, D.; Dell'Acqua, A.; Dell'Asta, L.; Delmastro, M.; Delogu, C.C.; Delsart, P.A.; Demers, S.M.; Demichev, M.; Denisov, S.; Denizli, H.; D'Eramo, L.; Derendarz, D.K.; Derue, F.; Dervan, P.; Desch, K.; Deutsch, C.; Di Bello, F.A.; 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 Petrillo, K.F.; Diamantopoulou, M.; De Almeida Dias, F.; Vale, T.; Diaz Gutierrez, M.A.; Didenko, A.R.; Didenko, M.; Diehl, E.; Diez Cornell, S.; Diez Pardos, C.; Dimitriadi, C.; Dimitrievska, A.; Dimri, A.; Dingfelder, J.C.; Dingley, T.B.; Dinu, I.; Dittmeier, S.; Dittus, F.; Divisek, M.; Dixit, B.; Djama, F.; Djobava, T.; Doglioni, C.; Dohnalova, A.; Dolezal, Z.; Domijan, K.; Dona, K.; Donadelli, M.; Dong, B.; Donini, J.N.; D'Onofrio, A.; D'Onofrio, M.; Dopke, J.; Doria, A.; Dos Santos Fernandes, N.; Dougan, P.; Dova, M.T.; Doyle, T.; Draguet, M.; Drescher, M.P.; Dreyer, E.; Drivas-Koulouris, I.; Drnevich, M.; Drozdova, M.; Dongshuo, D.; Du Pree, T.A.; Dubinin, F.; Dubovsky, M.; Duchovni, E.; Duckeck, G.; Duckett, P.K.; Ducu, O.A.; Duda, D.; Dudarev, A.; Duden, E.R.; D'Uffizi, M.; Duflot, L.; Duehrssen-Debling, M.; Duminica, I.; Dumitriu, A.E.; Dunford, M.; Dungs, S.; Dunne, K.E.; Duperrin, A.; Yildiz, H.; Dueren, M.J.; Durglishvili, A.; Duvnjak, D.; Dwyer, B.; Dyckes, I.; Dyndal, M.; Dziedzic, B.S.; Earnshaw, Z.O.; Eberwein, G.H.; Eckerova, B.; Eggebrecht, S.; Purcino De Souza, E.E.; Eigen, G.; Einsweiler, K.F.; Ekelof, T.J.C.; Ekman, P.A.; El Farkh, S.; El Ghazali, Y.; El Jarrari, H.; El Moussaouy, A.; Ellajosyula, V.; Ellert, M.; Ellinghaus, F.; Ellis, N.; Elmsheuser, J.; Elsawy, M.; Elsing, M.; Emeliyanov, D.; Enari, Y.; Ene, I.; Epari, S.; Ernani Martins Neto, D.; Errenst, M.; Escalier, M.; Escobar Ibanez, C.; Etzion, E.; Gaspar De Andrade Evans, G.; Evans, H.; Evans, L.; Ezhilov, A.; Ezzarqtouni, S.; Fabbri, F.; Fabbri, L.; Facini, G.; Fadeyev, V.; Fakhrutdinov, R.; Fakoudis, D.; Falciano, S.; Falda Coelho, L.; Fallavollita, F.; Falsetti, G.; Faltova, J.; Fan, C.; Fan, K.Y.; Fan, Y.; Fang, Y.; Fanti, M.; Faraj, M.; Farazpay, Z.; Farbin, A.; Farilla, A.; Farooque, T.; Farr, J.; Farrington, S.; Fassi, F.; Fassouliotis, D.; Fayard, L.; Federic, P.; Federicova, P.; Fedin, O.; Feickert, M.; Feligioni, L.; Fellers, D.E.; Feng, C.; Feng, Z.; Fenton, M.J.; Ferencz, L.; Fernandez Martinez, P.; Fernoux, M.; Ferrando, J.; Ferrari, A.; Ferrari, P.; Ferrari, R.; Ferrere, D.; Ferretti, C.; Fewell, M.; Fiacco, D.; Fiedler, F.; Fiedler, P.; Filimonov, S.; Filipcic, A.; Filmer, E.; Filthaut, F.; Castro Nunes Fiolhais, M.; Fiorini, L.; Fisher, W.C.; Fitschen, T.; Fitzhugh, P.M.; Fleck, I.; Fleischmann, P.; Flick, T.; Flores, M.; Flores Castillo, L.R.; Flores Sanz De Acedo, L.; Follega, F.M.; Fomin, N.; Foo, J.H.; Formica, A.; Forti, A.; Fortin, E.M.; Fortman, A.W.; Fountas, L.; Fournier, D.; Fox, H.; Francavilla, P.; Francescato, S.; Franchellucci, S.; Franchini, M.; Franchino, S.; Francis, D.; Franco, L.; Franco Lima, V.; Franconi, L.; Franklin, M.; Frattari, G.; Frid, Y.Y.; Friend, J.; Fritzsche, N.; Froch, A.; Froidevaux, D.; Frost, J.; Yao, F.; Fuenzalida Garrido, S.J.; Fujimoto, M.; Fung, K.Y.; Simas Filho, E.F.D.; Furukawa, M.; Fuster Verdu, J.; Gaa, A.; Gabrielli, A.; Gabrielli, A.; Gadow, P.; Gagliardi, G.; Gagnon, L.; Gaid, S.; Galantzan, S.; Gallagher, J.; Gallas, E.; Gallén, A.; Gallop, B.J.; Gan, K.K.; Ganguly, S.; Gao, Y.; Garabaglu, A.; Garay Walls, F.; Garcia, B.; Garcia, C.; Garcia Alonso, A.; Garcia Caffaro, A.G.; Garcia Navarro, J.E.; Garcia-Sciveres, M.; Gardner, G.L.; Gardner Jr, R.W.; Garelli, N.; Garg, R.B.; Gargan, J.; Garner, C.A.; Garvey, C.M.; Gassmann, V.K.; Gaudio, G.; Gautam, V.; Gauzzi, P.; Gavranovic, J.; Gavrilenko, I.; Gavriliuk, A.; Gay, C.W.; Gaycken, G.; Gazis, E.; Gekow, A.; Gemme, C.; Genest, M.; Gentry, A.D.; George, S.; George, W.F.; Geralis, T.; Gerwin, A.A.; Gessinger, P.; Geyik, M.E.; Ghani, M.; Ghorbanian, K.; Ghosal, A.; Ghosh, A.; Ghosh, A.; Giacobbe, B.; Giagu, S.; Giani, T.; Giannini, A.; Gibson, S.; Gignac, M.; Gil, D.; Gilbert, A.K.; Gilbert, B.J.; Gillberg, D.; Gilles, G.; Ginabat, L.; Gingrich, D.; Giordani, M.; Giraud, P.; Giugliarelli, G.; Giugni, D.; Giuli, F.; Gkialas, I.; Gladilin, L.; Glasman, C.; Glemza, G.; Glisic, M.; Gnesi, I.; Yeonju, G.; Goblirsch-Kolb, M.E.; Gocke, B.; Godin, D.; Gokturk, B.; Goldfarb, S.; Golling, T.; Gololo, M.G.D.; Golubkov, D.; Gombas, J.P.; Da Silva Gomes, A.; Gomes, G.; Gomez Delegido, A.J.; Morais Silva Goncalo, R.J.; Gonella, L.; Gongadze, A.; Gonnella, F.; Gonski, J.L.; Gonzalez, R.; Gonzalez De La Hoz, S.; Gonzalez Lopez, R.; Gonzalez Renteria, C.; Gonzalez Rodrigues, M.V.; Gonzalez Suarez, R.; Gonzalez Sevilla, S.; Goossens, L.; Gorini, B.; Gorini, E.; Gorisek, A.; Gosart, T.C.; Goshaw, A.; Gostkin, M.; Goswami, S.; Gottardo, C.A.; Gotz, S.A.; Gouighri, M.; Goussiou, A.; Govender, N.; Grabarczyk, R.P.; Grabowska-Bold, I.; Graham, K.R.; Gramstad, E.; Grancagnolo, S.; Grant, C.M.; Gravila, P.; Gravili, F.G.; Gray, H.; Greco, M.; Green, M.J.; Grefe, C.; Grefsrud, A.S.; Gregor, I.; Greif, K.T.; Grenier, P.; Grewe, S.G.; Grillo, A.; Grimm, K.; Grinstein, S.; Grivaz, J.; Gross, E.; Grosse-Knetter, J.; Guan, L.; Guerrieri, G.; Gugel, R.; Guhit, J.A.M.; Guida, A.; Guilloton, E.; Guindon, S.; Guo, F.; Guo, J.; Guo, L.; Guo, L.; Guo, Y.; Gupta, A.; Gupta, R.; Gurbuz, S.; Gurdasani, S.S.; Gustavino, G.; Gutierrez, P.; Gutierrez Zagazeta, L.F.; Gutsche, M.; Gütschow, C.; Gwenlan, C.; Gwilliam, C.; Haaland, E.S.; Haas, A.; Habedank, M.; Haber, C.; Hadavand, H.; Haddad, A.; Hadef, A.; Hagan, A.; Hahn, J.J.; Haines, E.; Haleem, M.; Haley, J.; Hallewell, G.; Halser, L.; Hamano, K.; Hamer, M.; Hampshire, E.; Han, J.; Han, L.; Han, L.; Han, S.; Hanagaki, K.; Hance, M.; Hangal, D.A.; Hanif, H.; Hank, M.D.; Hansen, J.B.; Hansen, P.; Harada, D.; Harenberg, T.; Harkusha, S.; Harris, M.L.; Harris, Y.; Harrison, J.; Harrison, N.M.; Harrison, P.F.; Hartman, N.M.; Krug, N.; Hasan, R.Z.; Hasegawa, Y.; Haslbeck, F.; Hassan, S.; Hauser, R.; Hawkes, C.; Hawkings, R.; Hayashi, Y.; Hayden, D.; Hayes, C.R.; Hayes, R.; Hays, C.; Hays, J.; Hayward, H.; Fudong, H.; Mingxu, H.; Yajun, H.; Yi, H.; Heatley, N.B.; Hedberg, V.; Heggelund, A.L.; Heidegger, C.; Heidegger, K.K.; Heilman, J.; Heim, S.; Heim, T.; Heimel, T.; Heinlein, J.G.; Heinrich, J.J.; Heinrich, L.A.; Hejbal, J.; Held, A.; Hellesund, S.; Helling, C.M.; Hellman, S.; Henkelmann, L.; Henriques Correia, A.M.; Herde, H.E.; Hernandez Jimenez, Y.; Herrmann, L.M.; Herrmann, T.; Herten, G.; Hertenberger, R.; Hervas, L.; Hesping, M.; Hessey, N.; Hessler, J.; Hidaoui, M.; Hidic, N.; Hill, E.C.; Hillier, S.; Hinds, J.R.; Hinterkeuser, F.; Hirose, M.; Hirose, S.; Hirschbuehl, D.; Hitchings, T.; Hiti, B.; Hobbs, J.D.; Hobincu, R.; Tal Hod, N.; Hodgkinson, M.; Hodkinson, B.; Hoecker, A.; Hofer, D.D.; Hofer, J.; Holzbock, M.; Hommels, B.; Honan, B.P.; Hong, J.J.; Hong, J.; Hong, T.M.; Hooberman, B.H.; Hopkins, W.; Hoppesch, M.C.; Horii, Y.; Horstmann, M.E.; Hou, S.; Housenga, M.R.; Howard, A.S.; Howarth, J.W.; Hoya, J.; Hrabovsky, M.; Hrynova, T.; Hsu, P.; Hsu, S.; Hsu, T.; Miao, H.; Qipeng, H.; Huang, S.; Huang, X.; Huang, Y.; Huang, Y.; Huang, Y.; Huang, Y.; Huang, Z.; Hubacek, Z.; Hubner, M.; Huegging, F.; Huffman, T.B.; Hufnagel, M.; Hugli, C.A.; Huhtinen, M.; Huiberts, S.K.; Hulsken, R.A.; Hultquist, C.E.; Huseynov, N.; Huston, J.; Huth, J.; Hyneman, R.J.; Iacobucci, G.; Iakovidis, G.; Iconomidou-Fayard, L.; Iddon, J.P.; Iengo, P.; Iguchi, R.; Iiyama, Y.; Iizawa, T.; Ikegami, Y.; Iliadis, D.; Ilic, N.; Imam, H.; Inacio Goncalves, G.; Infante Cabanas, S.A.; Ingebretsen Carlson, T.; Inglis, J.; Introzzi, G.; Iodice, M.; Ippolito, V.; Irwin, R.K.; Ishino, M.; Islam, W.; Issever, C.; Istin, S.; Ito, H.; Iuppa, R.; Ivina, A.; Izzo, V.; Jacka, P.; Jackson, P.; Jain, P.; Jakobs, K.; Jakoubek, T.; Jamieson, J.; Jang, W.; Javurkova, M.; Jawahar, P.; Jeanty, L.; Jejelava, J.; Jenni, P.; Jessiman, C.; Jia, C.; Jia, H.; Jia, J.; Jia, X.; Jia, Z.; Jiang, C.; Jiang, Q.; Jiggins, S.; Jimenez Pena, J.; Jin, S.; Jinaru, A.; Jinnouchi, O.; Johansson, P.D.C.; Johns, K.; Johnson, J.; Jolly, F.A.; Jones, D.; Jones, E.; Jones, K.S.; Jones, P.; Jones, R.; Jones, T.; Joos, H.L.; Joshi, R.; Jovicevic, J.; Xiangyang, J.; Junggeburth, J.; Junkermann, T.; Juste Rozas, A.; Juzek, M.K.; Kabana, S.; Kaczmarska, A.; Kado, M.; Kagan, H.; Kagan, M.; Kahn, A.; Kahra, C.; Kaji, T.; Kajomovitz Must, E.; Kakati, N.; Kalaitzidou, I.; Kang, N.J.; Kar, D.; Karava, K.; Karentzos, E.; Karkout, O.; Karpov, S.; Karpova, Z.; Kartvelishvili, V.; Karyukhin, A.; Kasimi, E.; Katzy, J.; Kaur, S.; Kawade, K.; Kawale, M.P.; Kawamoto, C.; Kawamoto, T.; Kay, E.; Kaya, C.; Kazakos, S.; Kazanin, V.; Yan, K.; Keaveney, J.; Keeler, R.; Kehris, G.; Keller, J.S.; Kempster, J.J.; Kepka, O.; Kerr, J.; Kerridge, B.P.; Kersevan, B.P.; Keszeghova, L.; Khan, R.A.; Khanov, A.; Kharlamov, A.; Kharlamova, T.; Khoda, E.; Kholodenko, M.; Khoo, T.J.; Khoriauli, G.; Khubua, D.; Khwaira, Y.A.R.; Kibirige, B.; Kim, D.; Kim, D.; Kim, Y.; Kimura, N.; Kingston, M.K.; Kirchhoff, A.; Kirfel, C.; Kirfel, F.; Kirk, J.; Kiryunin, A.; Kita, S.; Kitsaki, C.; Kivernyk, O.; Klassen, M.; Klein, C.T.; Klein, L.; Klein, M.H.; Klein, S.; Klein, U.; Klimentov, A.; Klioutchnikova, T.; Kluit, P.; Kluth, S.; Kneringer, E.; Knight, T.M.; Knue, A.H.; Kobylianskii, D.; Koch, S.F.; Kocian, M.; Kodys, P.; Kock, D.; Konig, P.T.; Koffas, T.; Kolay, O.; Koletsou, I.; Komarek, T.; Koeneke, K.; Kong, A.; Kono, T.; Konstantinidis, N.; Kontaxakis, P.; Konya, B.; Kopeliansky, R.; Koperny, S.Z.; Korcyl, K.M.; Kordas, K.; Korn, A.; Korn, S.; Korolkov, I.; Korotkova, N.; Kortman, B.; Kortner, O.; Kortner, S.; Kostecka, W.; Kostyukhin, V.; Kotsokechagia, A.; Kotwal, A.; Koulouris, A.; Kourkoumeli-Charalampidi, A.; Kourkoumelis, C.; Kourlitis, V.; Kovanda, O.; Kowalewski, B.; Kozanecki, W.; Kozhin, A.; Kramarenko, V.; Kramberger, G.; Kramer, P.; Krasny, M.W.; Krasznahorkay, A.; Kraus, A.C.; Kraus, J.W.; Kremer, J.; Kresse, T.; Kretschmann, L.; Kretzschmar, J.; Kreul, K.M.; Krieger, P.; Krizka, K.; Kroeninger, K.A.; Kroha, H.; Kroll, J.; Kroll, I.J.; Krowpman, K.S.; Kruchonak, U.; Krueger, H.; Krumnack, N.E.; Kruse, M.; Kuchinskaia, O.; Kuday, S.; Kuehn, S.; Kusters, R.; Kuhl, T.; Kukhtin, V.; Koultchitski, Y.; Kuleshov, S.; Kumar, M.; Kumari, N.; Kumari, P.; Kupco, A.; Kupfer, T.; Kupich, A.; Kuprash, O.; Kurashige, H.; Kurchaninov, L.; Kurdysh, O.; Kurochkin, Y.; Kurova, A.; Kuze, M.; Kvam, A.K.; Kvita, J.; Kyriacou, N.; Laatu, L.A.O.; Lacasta Llacer, C.; Lacava, F.; Lacker, H.M.; Lacour, D.; Lad, N.N.; Ladygin, E.; Lafarge, A.; Laforge, B.; Lagouri, T.; Lahbabi, F.Z.; Lai, S.; Lambert, J.E.; Lammers, S.W.; Lampl, W.; Lampoudis, C.; Lamprinoudis, G.; Lancaster, A.; Lancon, E.; Landgraf, U.; Landon, M.; Lang, V.; Langrekken, O.K.B.; Lankford, A.J.; Lanni, F.; Lantzsch, K.; Lanza, A.; Lanzac Berrocal, M.; Laporte, J.; Lari, T.; Lasagni Manghi, F.; Lassnig, M.; Latonova, V.; Lawlor, S.D.; Lawrence, Z.; Lazaridou, R.; Lazzaroni, M.; Hieu, L.; Le Boulicaut Ennis, E.M.; Le Pottier, L.T.; Leban, B.; Leblanc, M.; Ledroit, F.; Lee, S.; Lee, T.F.; Leeuw, L.L.; Lefebvre, M.; Leggett, C.; Lehmann Miotto, G.; Leigh, M.; Leight, W.A.; Leinonen, W.; Leisos, A.; Lisboa Leite, M.; Leitgeb, C.E.; Leitner, R.; Leney, K.; Lenz, T.; Leone, S.; Leonidopoulos, C.; Leopold, A.; Lepage Bourbonnais, J.H.; Les, R.; Lester, C.; Levchenko, M.; Leveque, J.; Levinson, L.; Levrini, G.; Lewicki, M.P.; Lewis, C.; Lewis, D.; Lewitt, L.; Ang, L.; Bing, L.; Chihao, L.; Changqiao, L.; Heng, L.; Han, L.; Huanguo, L.; Hui, L.; Haifeng, L.; Jialin, L.; Ke, L.; Liang, L.; Runze, L.; Shuqi, L.; Shu, L.; Tong, L.; Xingguo, L.; Zhelun, L.; Zhan, L.; Zhijie, L.; Liang, S.; Liang, Z.; Liberatore, M.; Liberti, B.; Lie, K.; Lieber Marin, J.; Lien, H.; Lin, H.; Linden, L.; Lindley, R.E.; Lindon, J.; Ling, J.; Lipeles, E.; Lipniacka, A.; Lister, A.; Little, J.; Liu, B.; Liu, B.; Liu, D.; Liu, E.H.L.; Liu, J.; Liu, K.; Liu, K.; Liu, M.; Liu, M.; Liu, P.; Liu, Q.; Liu, X.; Liu, X.; Liu, Y.; Liu, Y.; Liu, Y.; Lloyd, S.; Lobodzinska, E.M.; Loch, P.; Lodhi, E.; Lohse, T.; Lohwasser, K.; Loiacono, E.; Lomas, J.D.; Long, J.; Longarini, I.; Longo, R.; Lopez Solis, A.; Lopez-Canelas, N.A.; Lorenzo Martinez, N.; Lory, A.; Losada, M.A.; Loeschcke Centeno, G.; Loseva, O.; Lou, X.; Lou, X.; Lounis, A.; Love, P.; Gangcheng, L.; Miaoran, L.; Sicong, L.; Yun-Ju, L.; Lubatti, H.; Luci, C.; Lucio Alves, F.L.; Luehring, F.; Lunday, B.S.; Lundberg, O.; Lund-Jensen, B.; Luongo, N.; Lutz, M.; Lux, A.B.; Lynn, D.; Lysak, R.; Lytken, E.; Lyubushkin, V.; Lyubushkina, T.; Lyukova, M.; Soberi, F.; Hong, M.; Kuo, M.; Lianliang, M.; Wenhao, M.; Yanhui, M.; Macdonald, J.; Machado De Abreu Farias, P.C.; Madar, R.; Madula, T.; Maeda, J.; Maeno, T.; Mafa, P.T.; Maguire, H.R.; Maiboroda, V.; Maio, A.; Maj, K.; Majersky, O.; Majewski, S.; Makhmanazarov, R.; Makovec, N.; Maksimovic, V.; Malaescu, B.; Malecki, P.; Maleev, V.; Malek, F.; Mali, M.; Malito, D.; Mallik, U.; Maltezos, S.; Malyukov, S.; Mamuzic, J.; Mancini, G.; Mancini, M.N.; Manco, G.; Mandalia, J.; Mandarry, S.S.; Mandic, I.; Manhaes De Andrade Filho, L.; Maniatis, I.M.; Manjarres, J.; Mankad, D.; Mann, A.; Manzoni, S.; Mao, L.; Mapekula, X.G.; Marantis, A.; Marchiori, G.; Marcisovsky, M.; Marcon, C.; Marinescu, M.; Marium, S.; Marjanovic, M.; Markhoos, A.; Markovitch, M.; Maroun, M.K.; Marshall, E.; Marshall, Z.; Marti I Garcia, S.; Martin, J.; Martin, T.; Martin, V.; Martin Dit Latour, B.; Martinelli, L.; Martinez-Perez, M.; Martinez Agullo, P.; Martinez Outschoorn, V.I.; Martinez Suarez, P.; Martin-Haugh, S.; Martinovicova, G.; Martoiu, S.; Martynwood, A.C.; Marzin, A.; Mascione, D.; Masetti, L.; Masik, J.; Maslennikov, A.; Mason, S.L.; Massarotti, P.; Mastrandrea, P.; Mastroberardino, A.; Masubuchi, T.; Mathew, T.T.; Matousek, J.; Mattern, D.M.; Maurer, J.; Maurin, T.; Maury, A.J.; Macek, B.; Maximov, D.; May, A.; Mayer, E.; Mazini, R.; Maznas, I.; Mazza, M.; Mazza, S.M.; Mazzeo, E.; Mc Gowan, J.P.; Mc Kee, S.; Mc Lean, C.A.; Mccracken, C.; Mcdonald, M.; Mcdougall, A.E.; Mcelhinney, L.F.; Mcfayden, J.; Mc Govern, B.; Mckenzie, R.P.; Mclachlan, T.C.; Mclaughlin, D.J.; Mcmahon, S.; Mcpartland, C.; Mcpherson, R.; Mehlhase, S.; Mehta, A.; Melini, D.; Mellado Garcia, B.; Melo, A.H.; Meloni, F.; Mendes Jacques Da Costa, A.M.; Meng, H.Y.; Meng, L.; Menke, S.; Mentink, M.; Meoni, E.; Mercado, G.; Merianos, S.; Merlassino, C.; Meroni, C.; Metcalfe, J.; Mete, A.S.; Meuser, E.; Meyer, C.; Meyer, J.; Middleton, R.; Mijovic, L.; Mikenberg, G.; Mikestikova, M.; Mikuz, M.; Mildner, H.; Milic, A.; Miller, D.; Miller, E.H.; Miller, L.S.; Milov, A.; Milstead, D.A.; Min, T.; Minaenko, A.; Minashvili, I.; Mincer, A.I.; Mindur, B.; Mineev, M.; Mino, Y.; Mir Martinez, L.M.; Miralles Lopez, M.; Mironova, M.; Missio, M.; Mitra, A.; Mitsou, V.; Mitsumori, Y.; Miu, O.; Miyagawa, P.; Mkrtchyan, T.; Mlinarevic, M.; Mlinarevic, T.; Mlynarikova, M.; Mobius, S.; Mogg, P.; Mohamed Farook, M.H.; Mohammed, A.F.; Mohapatra, S.; Mohiuddin, S.; Mokgatitswane, G.; Moleri, L.; Mondal, B.; Mondal, S.; Mönig, K.; Monnier, E.; Monsonis Romero, L.; Montejo Berlingen, J.; Montella, A.; Montella, M.; Montereali, F.; Monticelli, F.; Monzani, S.; Morancho Tarda, A.; Morange, N.; Moreira De Carvalho, A.L.; Moreno Llacer, M.; Moreno Martinez, C.; Moreno Perez, J.M.; Morettini, P.; Morgenstern, S.; Morii, M.; Morinaga, M.; Moritsu, M.; Morodei, F.; Moschovakos, P.; Moser, B.; Mosidze, M.; Moskalets, T.; Moskvitina, P.; Moss, J.; Moszkowicz, P.; Moussa, A.; Moyal, Y.; Moyse, E.; Mtintsilana, O.; Muanza, S.; Mueller, J.A.; Mueller, R.; Mullier, G.; Mullin, A.J.; Mullin, J.; Mulski, A.E.; Mungo, D.; Munoz Perez, D.; Munoz Sanchez, F.; Murin, M.; Murray, B.; Muskinja, M.; Mwewa, C.; Myagkov, A.; Myers, A.J.; Myers, G.; Myska, M.; Nachman, B.; Nagai, K.; Nagano, K.; Nagasaka, R.; Nagle, J.L.; Nagy, E.; Nairz, A.; Higuchi, Y.N.; Nakamura, K.; Nakkalil, K.; Nanjo, H.; Narayanan, E.A.; Narukawa, Y.; Naryshkin, I.; Nasella, L.; Nasri, S.; Nass, C.; Navarro, G.A.; Navarro Gonzalez, J.; Nayaz, A.; Nechaeva, P.; Nechaeva, S.; Nechansky, F.; Nedic, L.; Neep, T.J.; Negri, A.; Negrini, M.; Nellist, C.; Nelson, C.; Nelson, K.M.; Nemecek, S.; Nessi, M.; Neubauer, M.; Neuhaus, F.; Newell, J.; Newman, P.R.; Ying Wun Yvonne, N.; Ngair, B.; Nguyen, H.D.N.; Nickerson, R.; Nikolaidou, R.; Nielsen, J.; Niemeyer, M.; Niermann, J.; Nikiforou, N.; Nikolaenko, V.; Nikolic, I.; Nilsson, P.; Ninca, I.; Ninio, G.; Nisati, A.; Nishu, N.; Nisius, R.; Nitika, N.; Nitschke, J.; Nkadimeng, E.K.; Nobe, T.; Nommensen, T.; Norfolk, M.; Norman, B.J.; Noury, M.; Novak, J.; Novak, T.; Novotny, R.; Nozka, L.; Ntekas, K.; Nunes De Moura Junior, N.; Ocariz, J.H.; Ochi, A.; Ochoa, I.; Ördek, S.; Offermann, J.T.; Ogrodnik, A.E.; Alexander, O.; Ohm, C.; Oide, H.; Oishi, R.; Ojeda, M.L.; Okumura, Y.; Seabra, L.; Oleksiyuk, I.; Olivares Pino, S.A.; Oliveira Correa, G.; Oliveira Damazio, D.; Oliver, J.; Oncel, O.; O'Neill, A.P.; Onofre, A.; Onyisi, P.; Oreglia, M.; Orestano, D.; Orr, R.; Osojnak, L.M.; Osumi, Y.; Otero Y Garzon, G.; Otono, H.; Ottino, G.J.; Ouchrif, M.; Ould-Saada, F.; Ovsiannikova, T.; Owen, M.A.; Owen, R.E.; Özcan, E.; Ozturk, F.; Ozturk, N.; Ozturk, S.; Pacey, H.; Pachal, K.; Pacheco Pages, A.; Padilla Aranda, C.; Padovano, G.; Pagan Griso, S.; Palacino Caviedes, G.D.; Palazzo, A.; Pampel, J.; Pan, J.; Pan, T.; Panchal, D.; Pandini, C.; Panduro Vazquez, W.; Pandya, H.D.; Pang, H.; Pani, P.; Panizzo, G.; Panwar, L.; Paolozzi, L.; Parajuli, S.; Paramonov, A.; Paraskevopoulos, C.; Paredes Hernandez, D.K.; Pareti, A.; Park, K.R.; Park, T.H.; Parodi, F.; Parsons, J.; Parzefall, U.; Pascual, B.; Pascual Dominguez, L.; Pasqualucci, E.; Passaggio, S.; Pastore, F.; Patel, P.; Patel, U.M.; Pater, J.; Pauly, T.; Pauwels, F.; Pazos, C.; Pedersen, M.; Pedro, R.; Peleganchuk, S.; Penc, O.; Pender, E.A.; Peng, S.; Penn, G.D.; Penski, K.E.; Penzin, M.; Sotto-Maior Peralva, B.; Peixoto, A.; Pereira Sánchez, L.; Perepelitsa, D.; Perera, G.S.N.; Perez Codina, E.; Perganti, M.; Pernegger, H.; Perrella, S.; Perrin, O.; Peters, K.; Peters, R.; Petersen, B.; Petersen, T.; Petit, E.; Petousis, V.; Petridou, C.; Petru, T.; Petrukhin, A.; Pettee, M.; Petukhov, A.; Mihule, K.; Pezoa Rivera, R.; Pezzotti, L.; Pezzullo, G.; Pfaffenbichler, L.; Pfleger, A.J.; Pham, M.T.; Pham, J.; Phillips, P.; Piacquadio, G.; Pianori, E.; Piazza, F.; Piegaia, R.; Pietreanu, D.; Pilkington, A.; Pinamonti, M.; Pinfold, J.; Pereira, B.; Pinol Bel, J.; Pinto Pinoargote, A.E.; Pintucci, L.; Piper, K.; Pirttikoski, A.; Pizzi, D.; Pizzimento, L.; Plehn, T.; Pleier, M.; Pleskot, V.; Plotnikova, E.; Poddar, G.; Pottgen, R.; Poggioli, L.; Polacek, S.; Polesello, G.; Poley, A.; Polini, A.; Pollard, C.; Pollock, Z.; Pompa Pacchi, E.; Pond, N.I.; Ponomarenko, D.; Pontecorvo, L.; Popa, S.; Popeneciu, G.; Poreba, A.; Portillo Quintero, D.M.; Pospisil, S.; Postill, M.A.; Postolache, P.; Potamianos, K.; Potepa, P.A.; Potrap, I.; Potter, T.; Potti, H.; Poveda Torres, X.; Pozo Astigarraga, E.; Prades Ibanez, A.; Pretel, J.; Price, D.; Primavera, M.; Primomo, L.; Principe Martin, M.A.; Privara, R.; Procter, T.; Proffitt, M.; Proklova, N.; Prokofiev, K.; Proto, G.; Proudfoot, J.; Przybycien, M.; Przygoda, W.W.; Psallidas, A.; Puddefoot, J.E.; Pudzha, D.; Pyatiizbyantseva, D.; Qian, J.; Qian, R.; Dong, Q.; Qin, Q.; Qiu, T.; Quadt, A.; Queitsch-Maitland, M.; Quétant, G.; Quinn, R.; Rabanal Bolanos, G.; Rafanoharana, D.; Raffaeli, F.; Ragusa, F.; Rainbolt, L.; Raine, J.A.; Rajagopalan, S.; Ramakoti, E.; Rambelli, L.; Ramirez-Berend, I.A.; Ran, K.; Rankin, D.S.; Rapheeha, P.; Rasheed, H.; Raskina, V.; Rassloff, D.F.; Rastogi, A.; Rave, S.; Ravera, S.; Ravina, B.; Ravinovich, I.; Raymond, M.; Read, A.L.; Readioff, N.P.; Rebuzzi, D.; Reed, A.; Reeves, K.; Reidelsturz, J.A.; Reikher, D.; Rej, A.; Rembser, C.; Ren, H.; Renda, M.; Renner, F.; Rennie, A.; Rescia, A.; Resconi, S.; Ressegotti, M.; Rettie, S.; Rettie, W.; Reyes Rivera, J.G.; Reynolds, E.; Rezanova, O.; Reznicek, P.; Riani, H.; Ribaric, N.; Ricci, E.; Richter, R.; Richter, S.; Richter-Was, E.; Ridel, M.; Ridouani, S.; Rieck, P.; Riedler, P.; Riefel, E.M.; Rieger, O.; Rijssenbeek, M.; Rimoldi, M.; Rinaldi, L.; Rincke, P.; Ripellino, G.; Riu, I.; Rivera Vergara, J.C.; Rizatdinova, F.; Rizvi, E.S.; Roberts, R.; Roberts, S.; Robinson, D.; Robles Manzano, M.; Robson, A.; Rocchi, A.; Roda, C.; Rodriguez Bosca, S.; Rodriguez Garcia, Y.; Rodriguez Vera, A.M.; Roe, S.; Roemer, J.T.; Rohne, O.; Roland, C.; Roloff, J.; Romaniouk, A.; Romano, E.; Romano, M.; Romero, A.; Rompotis, N.; Roos, L.; Rosati, S.; Rosser, B.J.; Rossi, E.; Rossi, E.; Rossi, L.; Rossini, L.; Rosten, R.C.; Rotaru, M.; Rottler, B.; Rousseau, D.; Rousso, D.; Roy-Garand, S.; Rozanov, A.; Rozario, Z.; Rozen, Y.; Rubio Jimenez, A.; Ruelas Rivera, V.H.; Ruggeri, T.A.; Ruggiero, A.; Ruiz Martinez, A.; Rummler, A.; Rurikova, Z.; Rusakovich, N.; Russell, H.; Russo, G.; Rutherfoord, J.P.; Rutherford Colmenares, S.; Rybar, M.; Rye, E.B.; Ryzhov, A.; Sabater Iglesias, J.A.; Sadrozinski, H.; Safai Tehrani, F.; Saha, S.; Sahinsoy, M.; Saibel, A.; Saifuddin, B.T.; Saimpert, M.; Saito, M.; Saito, T.; Sala, A.; Salamani, D.; Salnikov, A.; Salt, J.; Salvador Salas, A.; Salvatore, D.; Salvatore, F.; Salzburger, A.; Sammel, D.; Sampson, E.J.; Sampsonidis, D.; Sampsonidou, D.; Sanchez Martinez, F.J.; Sanchez Sebastian, V.; Sandaker, H.; Sander, C.; Sandesara, J.A.; Sandhoff, M.; Sandoval Usme, C.; Sanfilippo, L.; Sankey, D.; Sano, T.; Sansoni, A.; Santi, L.; Santoni, C.; Santos, H.; Santra, A.; Sanzani, E.; Saoucha, K.; Mendes Saraiva, J.G.; Sardain, J.M.; Sasaki, O.; Sato, K.; Sauer, C.; Sauvan, E.; Savard, P.; Sawada, R.; Sawyer, C.; Sawyer, L.; Sbarra, C.; Sbrizzi, A.; Scanlon, T.P.; Schaarschmidt, J.; Schaefer, U.; Schaffer, R.D.; Schaile, D.; Schamberger Jr, R.D.; Scharf, C.; Schefer, M.M.; Chtcheguelski, V.; Scheirich, D.; Schernau, M.; Scheulen, C.; Schiavi, C.; Schioppa, M.; Schlag, B.; Schlenker, S.; Schmeing, J.; Schmidt, M.A.; Schmieden, K.; Schmitt, C.; Schmitt, N.; Schmitt, S.; Schoeffel, L.O.; Schoening, A.; Scholer, P.; Schopf, E.; Schott, M.; Schramm, S.; Schroer, T.; Schultz-Coulon, H.; Schumacher, M.; Schumm, B.A.; Schune, P.; Schwartz, H.R.; Schwartzman, A.G.; Schwarz, T.A.; Schwemling, P.; Schwienhorst, R.; Sciacca, G.; Sciandra, A.; Sciolla, G.; Scuri, F.; Sebastiani, C.; Sedlaczek, K.; Seidel, S.; Seiden, A.; Seidlitz, B.D.; Seitz, C.; Seixas, J.; Sekhniaidze, G.; Selem, L.; Semprini Cesari, N.; Semushin, A.; Sengupta, D.; Senthilkumar, V.; Serin, L.; Sessa, M.; Severini, H.; Sforza, F.; Sfyrla, A.; Sha, Q.; Shabalina, E.; Shaddix, H.M.; Shah, A.; Shaheen, R.; Shahinian, J.; Shaked Renous, D.; Shamim, M.; Shan, L.; Shapiro, M.; Sharma, A.; Sharma, A.; Sharma, P.; Shatalov, S.; Shaw, K.; Shaw, S.; Shen, Q.; Sheppard, D.J.; Sherwood, P.; Shi, L.; Shi, X.; Shimizu, S.; Shimmin, C.O.; Shipsey, I.; Shirabe, S.; Shiyakova, M.; Shochet, M.; Shope, D.R.; Shrestha, B.; Shrestha, S.; Shreyber, I.; Shroff, M.J.; Sicho, P.; Sickles, A.M.; Sideras Haddad, E.; Sidley, A.C.; Sidoti, A.; Siegert, F.; Sijacki, D.; Sili, F.; Cardoso Silva, J.M.; Silva Ferreira, I.; Silva Oliveira, M.V.; Silverstein, S.; Simion, S.; Simoniello, R.; Simpson, E.L.; Simpson, H.; Simpson, L.; Simsek, S.; Sindhu, S.; Sinervo, P.; Singh, S.; Singh, S.; Sinha, S.; Sinha, S.; Sioli, M.; Sioulas, K.; Siral, I.; Sitnikova, E.; Sjoelin, J.; Skaf, A.; Skorda, E.; Skubic, P.; Slawinska, M.; Slazyk, I.; Smakhtin, V.; Smart, B.H.; Smirnov, S.; Smirnov, Y.; Smirnova, L.; Smirnova, O.; Smith, A.C.; Smith, D.R.; Smith, E.A.; Smith, J.; Smith, M.B.; Smith, R.E.C.; Smitmanns, H.; Smizanska, M.; Smolek, K.; Snesarev, A.; Snoek, H.; Snyder, S.; Sobie, R.; Soffer, A.; Solans Sanchez, C.; Soldatov, E.; Soldevila Serrano, U.; Solodkov, S.; Solomon, S.; Soloshenko, A.; Solovieva, K.; Solovyanov, O.; Sommer, P.; Sonay, A.; Song, W.Y.; Sopczak, A.; Sopio, A.; Sopkova, F.; Sorenson, J.D.; Sotarriva Alvarez, I.R.; Sothilingam, V.; Soto Sandoval, O.J.; Sottocornola, S.; Soualah, R.; Soumaimi, Z.; South, D.; Soybelman, N.; Spagnolo, S.; Spalla, M.; Sperlich, D.; Spisso, B.; Spiteri, D.P.; Spousta, M.; Staats, E.; Stamen, R.; Stanecka, E.; Stanek-Maslouska, W.; Stange, M.V.; Stanislaus, B.; Stanitzki, M.; Stapf, B.S.; Starchenko, J.; Stark, G.H.; Stark, J.; Staroba, S.-.S.; Starovoitov, P.; Staszewski, R.; Stavropoulos, G.; Stefl, A.; Steinberg, P.A.; Stelzer, B.; Stelzer, J.; Stelzer-Chilton, O.; Stenzel, H.; Stevenson, T.J.; Stewart, G.A.; Stewart, J.R.; Stockton, M.; Stoicea, G.; Stolarski, M.; Stonjek, S.; Straessner, A.; Strandberg, J.; Strandberg, S.; Stratmann, M.; Strauss, M.; Strebler, T.; Strizenec, P.; Strohmer, R.; Strom, D.; Stroynowski, R.; Strubig, A.; Stucci, S.A.; Stugu, B.; Stupak, J.; Styles, N.; Dong, S.; Shixiang, S.; Claudia, S.; Xiaowen, S.; Suchy, D.; Sugizaki, K.; Sulin, V.; Sullivan, M.J.; Sultan, D.M.S.; Sultanaliyeva, L.; Sultanov, S.; Sun, S.; Sun, W.; Gudnadottir, O.; Sur, N.; Sutton, M.; Suzuki, H.; Svatos, M.; Swiatlowski, M.J.; Swirski, T.; Sykora, I.; Sykora, M.; Sykora, T.; Duc, T.; Tackmann, K.; Taffard, A.; Tafirout, R.; Tafoya Vargas, J.S.; Takubo, Y.; Talby, M.; Talyshev, A.; Tam, K.C.; Tamir, N.M.; Tanaka, A.; Tanaka, J.; Tanaka, R.; Tanasini, M.; Tao, Z.; Tapia Araya, S.; Tapprogge, S.; Tarek, A.; Tarem, S.; Tariq, K.; Tarna, G.; Tartarelli, F.; Tartarin, M.J.; Tas, P.; Tasevsky, M.; Tassi, E.; Tate, A.; Tateno, G.; Tayalati, Y.; Taylor, G.N.; Taylor, W.J.; Tegetmeier, A.S.; Teixeira-Dias, P.; Teoh, J.J.; Terashi, K.; Terron Cuadrado, J.; Terzo, S.; Testa, M.; Teuscher, R.; Thaler, A.; Theiner, O.; Theveneaux-Pelzer, T.; Thielmann, O.; Thomas, D.W.; Thomas, J.; Thompson, E.A.; Thompson, P.; Thomson, E.J.; Thornberry, R.; Tian, C.; Tian, Y.; Tikhomirov, V.O.; Tikhonov, I.; Timoshenko, S.; Timoshyn, D.; Ting, E.X.L.; Tipton, P.L.; Tishelman-Charny, A.; Tlou, H.; Todome, K.; Todorova-Nová, Š.; Todt, S.; Toffolin, L.; Togawa, M.; Tojo, J.; Tokar, S.; Toldaiev, A.; Tolkachev, G.; Tomoto, M.; Tompkins, L.A.; Torrence, E.; Torres, H.; Torro Pastor, E.; Toscani, M.; Tosciri, C.; Tost, M.; Tovey, D.; Trefzger, T.; Tricoli, A.; Trigger, I.; Trincaz-Duvoid, S.; Trischuk, D.; Tropina, A.; Truong, L.; Trzebinski, M.; Trzupek, A.; Tsai, F.; Tsai, M.; Tsiamis, A.; Tsiareshka, P.; Tsigaridas, S.; Tsirigotis, A.; Tsiskaridze, V.; Tskhadadze, E.; Tsopoulou, M.; Tsujikawa, Y.; Tsukerman, I.; Tsulaia, V.; Tsuno, S.; Tsuri, K.; Tsybyshev, T.D.; Yanjun, T.; Tudorache, A.; Tudorache, V.; Turchikhin, S.; Turk Cakir, I.; Turra, R.; Turtuvshin, T.; Tuts, M.; Tzamarias, S.; Tzovara, E.; Ukegawa, F.; Ulloa Poblete, P.A.; Umaka, E.N.; Unal, G.; Undrus, A.; Ünel, G.; Urban, J.; Urrejola, P.; Usai, G.; Ushioda, R.; Usman, M.; Ustuner, F.; Uysal, Z.; Vacek, V.; Vachon, B.; Vafeiadis, T.; Vaitkus, A.; Valderanis, C.; Valdes Santurio, E.; Valente, M.; Valentinetti, S.; Valero Biot, A.; Valiente Moreno, E.; Vallier, A.; Valls Ferrer, J.; Van Arneman, D.R.; Van Daalen, T.R.; Van Der Graaf, A.; Van Der Schyf, H.; Van Gemmeren, P.; Van Rijnbach, M.; Van Stroud, S.; Van Vulpen, I.; Vana, P.; Vanadia, M.; Vande Voorde, M.; Vandelli, W.; Van De Wall, E.R.; Vannicola, D.; Vannoli, L.; Vari, R.; Varnes, E.W.; Varni, C.; Varouchas, D.; Varriale, L.; Varvell, K.; Vasile, M.; Vaslin, L.; Vasyukov, A.; Vaughan, L.M.; Vavricka, R.; Vazquez Schroeder, T.; Veatch, J.R.; Vecchio, V.; Veen, M.J.; Velie, P.M.; Veliscek, I.; Veloce, L.M.; Veloso, F.; Veneziano, S.; Ventura, A.; Ventura Gonzalez, S.; Verbytskyi, A.; Verducci, M.; Vergis, C.; Verissimo De Araujo, M.; Verkerke, W.; Vermeulen, J.; Vernieri, C.; Vessella, M.; Vetterli, M.J.; Vgenopoulos, A.; Viaux Maira, N.; Vickey, T.; Vickey Boeriu, O.; Viehhauser, G.; Vigani, L.; Vigl, M.; Villa, M.; Villaplana, M.; Villhauer, E.M.; Vilucchi, E.; Vincter, M.; Visibile, A.; Vittori, C.; Vivarelli, I.; Voevodina, E.; Vogel, F.; Vogel, L.; Voigt, J.C.; Vokac, P.; Volkotrub, Y.; Von Torne, E.; Vormwald, B.; Vorobev, K.; Vos, M.; Voss, K.; Vozak, M.; Vozdecky, L.; Vranjes, N.; Vranjes Milosavljevic, M.; Vreeswijk, M.; Ngoc Khanh, V.; Vuillermet, R.; Vujinovic, O.; Vukotic, I.; Vyas, I.K.; Wada, S.; Wagner, C.; Wagner, J.M.; Wagner, W.; Wahdan, S.; Wahlberg, H.P.; Waits, C.H.; Walder, J.W.; Walker, R.; Walkowiak, W.; Wall, A.; Wallin, E.J.; Wamorkar, T.; Wang, A.Z.; Wang, C.; Wang, C.; Wang, H.; Wang, J.; Wang, P.; Wang, P.; Wang, R.; Wang, R.; Wang, S.; Wang, S.; Wang, T.; Wang, W.; Wang, W.; Wang, X.; Wang, X.; Wang, Y.; Wang, Y.; Wang, Z.; Wang, Z.; Wang, Z.; Wanotayaroj, C.; Warburton, A.; Ward, R.J.; Warnerbring, A.L.; Warrack, N.; Waterhouse, S.; Watson, A.; Watson, H.; Watson, M.; Watton, E.; Watts, G.; Waugh, B.M.; Webb, J.M.; Weber, C.; Weber, H.; Weber, M.; Weber, S.M.; Wei, C.; Wei, Y.; Weidberg, A.; Weik, E.J.; Weingarten, J.; Weiser, C.; Wells, C.J.; Wenaus, T.; Wendland, B.; Wengler, T.; Wenke, N.S.; Wermes, N.; Wessels, M.; Wharton, A.M.; White, A.S.; White, A.; White, M.J.; Whiteson, D.; Wickremasinghe, L.; Wiedenmann, W.; Wielers, M.; Wiglesworth, C.; Wilbern, D.J.; Wilkens, H.; Wilkinson, J.; Williams, D.; Williams, H.; Williams, S.L.; Willocq, S.; Wilson, B.J.; Wilson-Edwards, D.J.; Windischhofer, P.; Winkel, F.; Winklmeier, F.; Winter, B.T.; Wittgen, M.; Wobisch, M.; Wojtkowski, T.; Wolffs, Z.; Wollrath, J.; Wolter, M.; Wolters, H.; Wong, M.C.; Woodward, E.L.; Worm, S.; Wosiek, B.K.; Wozniak, K.W.; Wozniewski, S.; Wraight, K.G.; Chonghao, W.; Minlin, W.; Mengqing, W.; Sau Lan, W.; Xin, W.; Xingyu, W.; Yusheng, W.; Zhibo, W.; Würzinger, J.; Wyatt, T.; Wynne, B.M.; Xella, S.; Xia, L.; Xia, M.; Xie, M.; Xiong, A.; Xiong, J.; Da, X.; Hao, X.; Lailin, X.; Riley, X.; Tairan, X.; Yue, X.; Zhongyukun, X.; Zifeng, X.; Yabsley, B.D.; Yacoob, S.; Yamaguchi, Y.; Yamashita, E.; Yamauchi, H.; Yamazaki, T.; Yamazaki, Y.; Yan, S.; Yan, Z.; Yang, H.; Yang, H.; Yang, S.; Yang, T.; Yang, X.; Yang, X.; Yang, Y.; Yang, Y.; Yao, W.; Hua, Y.; Jingbo, Y.; Shuwei, Y.; Xinmeng, Y.; Yeh, Y.; Yeletskikh, I.; Yeo, B.; Yexley, M.; Yildirim, T.P.; Yin, P.; Yorita, K.; Younas, S.; Young, C.; Young, C.; Young, N.; Yi, Y.; Yuan, J.; Yuan, M.; Yuan, R.; Yue, L.; Zaazoua, M.; Zabinski, B.H.; Zahir, I.; Zak, Z.K.; Zakareishvili, T.; Zambito, S.; Zamora Saa, J.A.; Zang, J.; Zanzi, D.; Zanzottera, R.; Zaplatilek, O.; Zeitnitz, C.; Zeng, H.; Zeng, J.; Zenger, T.; Zenin, O.; Zenis, T.; Zenz, S.; Zerradi, S.; Zerwas, D.; Zhai, M.; Zhang, D.; Zhang, J.; Zhang, J.; Zhang, K.; Zhang, L.; Zhang, L.; Zhang, P.; Zhang, R.; Zhang, S.; Zhang, T.; Zhang, X.; Zhang, Y.; Zhang, Y.E.; Zhang, Y.; Zhang, Y.; Zhang, Z.; Zhang, Z.; Zhang, Z.P.; Zhao, H.; Zhao, T.; Zhao, Y.; Zhao, Z.; Zhao, Z.; Zhemchugov, A.; Zheng, J.; Zheng, K.; Zheng, X.; Zheng, Z.; Zhong, D.; Zhou, B.; Zhou, H.; Zhou, N.; Zhou, Y.; Zhou, Y.; Zhou, Y.; Zhu, C.; Zhu, J.; Zhu, X.; Zhu, Y.; Zhu, Y.; Zhuang, X.; Zhukov, K.; Zimine, N.; Zinsser, J.; Ziolkowski, M.; Zivkovic, L.; Zoccoli, A.; Zoch, K.; Zorbas, T.; Zormpa, O.; Zou, W.; Zwalinski, L.

doi:10.21468/scipostphys.19.6.155

The ATLAS experiment at the Large Hadron Collider explores the use of modern neural networks for a multi-dimensional calibration of its calorimeter signal defined by clusters of topologically connected cells (topo-clusters). The Bayesian neural network (BNN) approach not only yields a continuous and smooth calibration function that improves performance relative to the standard calibration but also provides uncertainties on the calibrated energies for each topo-cluster. The results obtained by using a trained BNN are compared to the standard local hadronic calibration and to a calibration provided by training a deep neural network. The uncertainties predicted by the BNN are interpreted in the context of a fractional contribution to the systematic uncertainties of the trained calibration. They are also compared to uncertainty predictions obtained from an alternative estimator employing repulsive ensembles.

Precision calibration of calorimeter signals in the ATLAS experiment using an uncertainty-aware neural network / A. Collaboration, G. Aad, E. Aakvaag, B.K. Abbott, S. Abdelhameed, K. Abeling, N.J. Abicht, H. Abidi, M. Aboelela, A. Aboulhorma, H. Abramowicz, Y. Abulaiti, B.S. Acharya, A. Ackermann, C. Adam Bourdarios, L. Adamczyk, S. Addepalli, M. Addison, J. Adelman, A. Adiguzel, T. Adye, T. Affolder, Y. Afik, M.N. Agaras, A. Aggarwal, C. Agheorghiesei, F. Ahmadov, S. Ahuja, X. Ai, G. Aielli, A. Aikot, M. Ait Tamlihat, B. Aitbenchikh, M. Akbiyik, T. Akesson, A. Akimov, D. Akiyama, N.N. Akolkar, S. Aktas, G.L. Alberghi, J. Albert, P. Albicocco, G.L. Albouy, S. Alderweireldt, Z.L. Alegria, M. Aleksa, I. Alexandrov, C. Alexa, T. Alexopoulos, F. Alfonsi, M. Algren, M. Alhroob, B. Ali, H. Ali, S. Ali, S.W. Alibocus, M. Aliev, G. Alimonti, W. Alkakhi, C. Allaire, B. Allbrooke, J. Allen, J.F. Allen, P.P. Allport, A. Aloisio, F. Alonso, C. Alpigiani, Z.M.K. Alsolami, A. Alvarez Fernandez, M. Alves Cardoso, M. Alviggi, M. Aly, Y. Do Amaral Coutinho, A. Ambler, C. Amelung, M. Amerl, C. Ames, D. Amidei, B. Amini, K. Amirie, A. Amirkhanov, S.P. Amor Dos Santos, K.R. Amos, D. Amperiadou, S. An, V. Ananiev, C. Anastopoulos, T.R. Andeen, J.K. Anders, A.C. Anderson, A. Andreazza, S. Angelidakis, A. Angerami, A. Anisenkov, A. Annovi, C. Antel, E. Antipov, M. Antonelli, F. Anulli, M. Aoki, T. Aoki, M. Aparo, L. Aperio Bella, C. Appelt, A. Apyan, S.J. Arbiol Val, C. Arcangeletti, A.T. Arce, J. Arguin, S. Argyropoulos, J. Arling, O. Arnaez, H. Arnold, G. Artoni, H. Asada, K. Asai, S. Asai, N.A. Asbah, R.A. Ashby Pickering, A.M. Aslam, K.A. Assamagan, R. Astalos, S. Astrand, R. Atashi, R.J. Atkin, H. Atmani, P. Atmasiddha, K. Augsten, A. Auriol, V.A. Austrup, G. Avolio, K. Axiotis, G. Azuelos, D. Babal, H. Bachacou, K. Bachas, A. Bachiu, E. Bachmann, M.J. Backes, A. Badea, T.M. Baer, P. Bagnaia, M. Bahmani, D. Bahner, K. Bai, J. Baines, L. Baines, K. Baker, E. Bakos, D. Bakshi Gupta, L.E. Balabram Filho, V. Balakrishnan, R. Balasubramanian, E. Baldin, P. Balek, E. Ballabene, F. Balli, L.M. Baltes, W.K. Balunas, J. Balz, I. Bamwidhi, E. Banas, M. Bandieramonte, A. Bandyopadhyay, S. Bansal, L. Barak, M. Barakat, E. Barberio, D. Barberis, M.B. Barbero, M.Z. Barel, T. Barillari, M. Barisits, T. Barklow, P. Baron, D. Baron, T. Baroncelli, A. Barr, J. Barr, F. Barreiro, J. Barreiro Guimaraes Da Costa, M. Barros, S. Barsov, F. Bartels, R. Bartoldus, A.E. Barton, P. Bartos, A. Basan, M. Baselga Bacardit, S. Bashiri, A. Bassalat, M.J. Basso, S. Bataju, R. Bate, R. Bates, S. Batlamous, M. Battaglia, D. Battulga, M. Bauce, M. Bauer, P. Bauer, L. Bayer, T. Bazzano, J. Beacham, T. Beau, J.Y. Beaucamp, P. Beauchemin, P. Bechtle, H.P. Beck, K. Becker, A. Beddall, V. Bednyakov, C. Bee, L. Beemster, M. Begalli, M. Begel, J.K. Behr, J.F. Beirer, F. Beisiegel, M. Belfkir, G. Bella, L. Bellagamba, A. Bellerive, P. Bellos, K. Beloborodov, D. Benchekroun, F. Bendebba, Y. Benhammou, K. Benkendorfer, L.A. Beresford, M.M. Beretta, E. Bergeaas Kuutmann, N. Berger, B.L. Bergmann, J. Beringer, G. Bernardi, C. Bernius, F.U. Bernlochner, F. Bernon, A. Berrocal Guardia, T. Berry, P. Berta, A. Berthold, S. Bethke, A. Betti, A. Bevan, N.K. Bhalla, S. Bharthuar, S. Bhatta, D.S. Bhattacharya, P. Bhattarai, Z. Bhatti, K.D. Bhide, V.S. Bhopatkar, R.M. Bianchi, G. Bianco, O. Biebel, M. Biglietti, S. Billingsley, Y. Bimgdi, M. Bindi, A. Bingham, A. Bingul, C. Bini, G.A. Bird, M. Birman, M. Biros, S. Biryukov, T. Bisanz, E. Bisceglie, J.P. Biswal, D. Biswas, I. Bloch, A.J. Blue, U. Blumenschein, J. Blumenthal, V. Bobrovnikov, M. Boehler, B. Bohm, D. Bogavac, A. Bogdanchikov, L. Boggia, V. Boisvert, P. Bokan, T. Bold, M. Bomben, M. Bona, M. Boonekamp, A.G. Borbely, I. Bordulev, G. Borissov, D. Bortoletto, D. Boscherini, M. Fernandez-Bosman, K. Bouaouda, N. Bouchhar, L. Boudet, J. Boudreau, E. Bouhova-Thacker, D.E. Boumediene, R. Bouquet, A. Boveia, J. Boyd, D. Boye, I. Boyko, L. Bozianu, J. Bracinik, N. Brahimi, G.I. Brandt, O. Brandt, B.P. Brau, J. Brau, R. Schimmel Brener, L. Brenner, R. Brenner, S. Bressler, G. Brianti, D. Britton, D. Britzger, I. Brock, R. Brock, G. Brooijmans, J. Brooks, E.M. Brooks, L. Brost, L. Brown, L.E. Bruce, T.L. Bruckler, P. Bruckman De Renstrom, B. Bruers, A. Bruni, G. Bruni, D. Brunner, M. Bruschi, N. Bruscino, T. Buanes, Q. Buat, D.A. Buchin, A. Buckley, O. Bulekov, B. Bullard, S. Burdin, C. Burgard, A.M. Burger, B.O. Burghgrave, O. Burlayenko, J.D. Burleson, J. Burr, J.C. Burzynski, E.L. Busch, V. Buescher, P.J. Bussey, J.M. Butler, C.M. Buttar, J.M. Butterworth, W. Buttinger, C.J. Buxo Vazquez, A. Buzykaev, S. Cabrera Urban, L. Cadamuro, D. Caforio, H. Cai, Y. Cai, Y. Cai, V. Cairo, O. Cakir, N. Calace, P. Calafiura, G. Calderini, P. Calfayan, G. Callea, L.P. Caloba, D. Calvet, S. Calvet, R.C. Camacho Toro, S. Camarda, D. Camarero Munoz, P. Camarri, M.T. Camerlingo, D. Cameron, C. Camincher, M. Campanelli, A. Camplani, V. Canale, A.C. Canbay, E. Canonero, J. Cantero Garcia, Y. Cao, F. Capocasa, M. Capua, A. Carbone, R. Cardarelli, J.C. Cardenas Jr, M.P. Cardiff, G. Carducci, T. Carli, G. Carlino, J.I. Carlotto, B. Carlson, E.M. Carlson, J. Carmignani, L. Carminati, A. Carnelli, M. Carnesale, S. Caron, E. Carquin Lopez, I.B. Carr, S. Carra, G. Carratta, A.M. Carroll, M.D.P. Casado Lechuga, M. Caspar, F.L. Castillo, L. Castillo Garcia, V. Castillo Gimenez, N. Castro, A. Catinaccio, J. Catmore, T. Cavaliere, V. Cavaliere, L.J. Caviedes Betancourt, Y.C. Cekmecelioglu, E. Celebi, S. Cella, V. Cepaitis, K. Cerny, A. Santiago Cerqueira, A. Cerri, L. Cerrito, F. Cerutti, B. Cervato, A. Cervelli, G. Cesarini, S. Cetin, P.M. Chabrillat, J. Chan, W.Y. Chan, J.D. Chapman, E. Chapon, B. Chargeishvili, D. Charlton, C. Chauhan, Y. Che, S. Chekanov, S. Chekulaev, G. Shelkov, B. Chen, C. Chen, H. Chen, H. Chen, J. Chen, J. Chen, M. Chen, S. Chen, S. Chen, X. Chen, X. Chen, A. Cheng, H.C.T. Cheng, S. Cheong, A. Cheplakov, E. Cheremushkina, E. Cherepanova, R. Cherkaoui, E. Cheu, K. Cheung, L. Chevalier, V. Chiarella, G. Chiarelli, N. Chiedde, G. Chiodini, A.S. Chisholm, A. Chitan, M. Chitishvili, M. Chizhov, K. Choi, Y. Chou, E. Chow, M.K.L. Chu, M.C. Chu, X. Chu, Z. Chubinidze, J. Chudoba, J. Chwastowski, D. Cieri, K. Ciesla, V. Cindro, A. Ciocio, F. Cirotto, Z. Citron, M. Citterio, D.A. Ciubotaru, A. Clark, P. Clark, N. Clarke Hall, C. Clarry, S. Clawson, C. Clement, Y. Coadou, M. Cobal, A. Coccaro, R. Barrue, R. Coelho Lopes De Sa, S. Coelli, L.S. Colangeli, B.A. Cole, P. Collado Soto, J. Collot, P. Conde Muino, M. Connell, S. Connell, E.I. Conroy, F. Conventi, H. Cooke, A. Sarkar, F.A. Corchia, A. Cordeiro Oudot Choi, L.D. Corpe, M. Corradi, F. Corriveau, A. Cortes-Gonzalez, M.J. Costa Mezquita, F. Costanza, D. Costanzo, B. Cote, J. Couthures, G. Cowan, K.S. Cranmer, L. Cremer, D. Cremonini, S. Crepe-Renaudin, F. Crescioli, M. Cristinziani, M. Cristoforetti, V.A. Croft, J.E. Crosby, N. Crosetti, A.R. Cueto Gomez, H. Cui, M. Cui, L. Cunningham, F. Curcio, J.R. Curran, P.K. Czodrowski, M.J. Sousa, J.V. Da Fonseca Pinto, C. Da Via, W. Dabrowski, T. Dado, S. Dahbi, T. Dai, D. Dal Santo, C. Dallapiccola, M. Dam, G. D'Amen, V. D'Amico, J.F. Damp, J. Dandoy, D. Dannheim, M. Danninger, V. Dao, N. Darbo, S.J. Das, F. Dattola, S. D'Auria, A. D'Avanzo, T. Davidek, I. Dawson, H. Day-Hall, K. De, C. De Almeida Rossi, R. De Asmundis, N. De Biase, S. De Castro, N. De Groot, P. De Jong, H. De La Torre Perez, A. De Maria, A. De Salvo, U. De Sanctis, F. De Santis, A. De Santo, J. De Vivie De Regie, J. Debevc, D. Dedovich, J. Degens, A.M. Deiana, J. Del Peso, L. Delagrange, F. Deliot, C.M. Delitzsch, M. Della Pietra, D. Della Volpe, A. Dell'Acqua, L. Dell'Asta, M. Delmastro, C.C. Delogu, P.A. Delsart, S.M. Demers, M. Demichev, S. Denisov, H. Denizli, L. D'Eramo, D.K. Derendarz, F. Derue, P. Dervan, K. Desch, C. Deutsch, F.A. Di Bello, A. Di Ciaccio, L. Di Ciaccio, A. Di Domenico, C. Di Donato, A. Di Girolamo, G. Di Gregorio, A. Di Luca, B. Di Micco, R. Di Nardo, K.F. Di Petrillo, M. Diamantopoulou, F. De Almeida Dias, T. Vale, M.A. Diaz Gutierrez, A.R. Didenko, M. Didenko, E. Diehl, S. Diez Cornell, C. Diez Pardos, C. Dimitriadi, A. Dimitrievska, A. Dimri, J.C. Dingfelder, T.B. Dingley, I. Dinu, S. Dittmeier, F. Dittus, M. Divisek, B. Dixit, F. Djama, T. Djobava, C. Doglioni, A. Dohnalova, Z. Dolezal, K. Domijan, K. Dona, M. Donadelli, B. Dong, J.N. Donini, A. D'Onofrio, M. D'Onofrio, J. Dopke, A. Doria, N. Dos Santos Fernandes, P. Dougan, M.T. Dova, T. Doyle, M. Draguet, M.P. Drescher, E. Dreyer, I. Drivas-Koulouris, M. Drnevich, M. Drozdova, D. Du, T.A. Du Pree, F. Dubinin, M. Dubovsky, E. Duchovni, G. Duckeck, P.K. Duckett, O.A. Ducu, D. Duda, A. Dudarev, E.R. Duden, M. D'Uffizi, L. Duflot, M. Duehrssen-Debling, I. Duminica, A.E. Dumitriu, M. Dunford, S. Dungs, K.E. Dunne, A. Duperrin, H. Yildiz, M.J. Dueren, A. Durglishvili, D. Duvnjak, B. Dwyer, I. Dyckes, M. Dyndal, B.S. Dziedzic, Z.O. Earnshaw, G.H. Eberwein, B. Eckerova, S. Eggebrecht, E.E. Purcino De Souza, G. Eigen, K.F. Einsweiler, T.J.C. Ekelof, P.A. Ekman, S. El Farkh, Y. El Ghazali, H. El Jarrari, A. El Moussaouy, V. Ellajosyula, M. Ellert, F. Ellinghaus, N. Ellis, J. Elmsheuser, M. Elsawy, M. Elsing, D. Emeliyanov, Y. Enari, I. Ene, S. Epari, D. Ernani Martins Neto, M. Errenst, M. Escalier, C. Escobar Ibanez, E. Etzion, G. Gaspar De Andrade Evans, H. Evans, L. Evans, A. Ezhilov, S. Ezzarqtouni, F. Fabbri, L. Fabbri, G. Facini, V. Fadeyev, R. Fakhrutdinov, D. Fakoudis, S. Falciano, L. Falda Coelho, F. Fallavollita, G. Falsetti, J. Faltova, C. Fan, K.Y. Fan, Y. Fan, Y. Fang, M. Fanti, M. Faraj, Z. Farazpay, A. Farbin, A. Farilla, T. Farooque, J. Farr, S. Farrington, F. Fassi, D. Fassouliotis, L. Fayard, P. Federic, P. Federicova, O. Fedin, M. Feickert, L. Feligioni, D.E. Fellers, C. Feng, Z. Feng, M.J. Fenton, L. Ferencz, P. Fernandez Martinez, M. Fernoux, J. Ferrando, A. Ferrari, P. Ferrari, R. Ferrari, D. Ferrere, C. Ferretti, M. Fewell, D. Fiacco, F. Fiedler, P. Fiedler, S. Filimonov, A. Filipcic, E. Filmer, F. Filthaut, M. Castro Nunes Fiolhais, L. Fiorini, W.C. Fisher, T. Fitschen, P.M. Fitzhugh, I. Fleck, P. Fleischmann, T. Flick, M. Flores, L.R. Flores Castillo, L. Flores Sanz De Acedo, F.M. Follega, N. Fomin, J.H. Foo, A. Formica, A. Forti, E.M. Fortin, A.W. Fortman, L. Fountas, D. Fournier, H. Fox, P. Francavilla, S. Francescato, S. Franchellucci, M. Franchini, S. Franchino, D. Francis, L. Franco, V. Franco Lima, L. Franconi, M. Franklin, G. Frattari, Y.Y. Frid, J. Friend, N. Fritzsche, A. Froch, D. Froidevaux, J. Frost, Y. Fu, S.J. Fuenzalida Garrido, M. Fujimoto, K.Y. Fung, E.F.D. Simas Filho, M. Furukawa, J. Fuster Verdu, A. Gaa, A. Gabrielli, A. Gabrielli, P. Gadow, G. Gagliardi, L. Gagnon, S. Gaid, S. Galantzan, J. Gallagher, E. Gallas, A. Gallén, B.J. Gallop, K.K. Gan, S. Ganguly, Y. Gao, A. Garabaglu, F. Garay Walls, B. Garcia, C. Garcia, A. Garcia Alonso, A.G. Garcia Caffaro, J.E. Garcia Navarro, M. Garcia-Sciveres, G.L. Gardner, R.W. Gardner Jr, N. Garelli, R.B. Garg, J. Gargan, C.A. Garner, C.M. Garvey, V.K. Gassmann, G. Gaudio, V. Gautam, P. Gauzzi, J. Gavranovic, I. Gavrilenko, A. Gavriliuk, C.W. Gay, G. Gaycken, E. Gazis, A. Gekow, C. Gemme, M. Genest, A.D. Gentry, S. George, W.F. George, T. Geralis, A.A. Gerwin, P. Gessinger, M.E. Geyik, M. Ghani, K. Ghorbanian, A. Ghosal, A. Ghosh, A. Ghosh, B. Giacobbe, S. Giagu, T. Giani, A. Giannini, S. Gibson, M. Gignac, D. Gil, A.K. Gilbert, B.J. Gilbert, D. Gillberg, G. Gilles, L. Ginabat, D. Gingrich, M. Giordani, P. Giraud, G. Giugliarelli, D. Giugni, F. Giuli, I. Gkialas, L. Gladilin, C. Glasman, G. Glemza, M. Glisic, I. Gnesi, Y. Go, M.E. Goblirsch-Kolb, B. Gocke, D. Godin, B. Gokturk, S. Goldfarb, T. Golling, M.G.D. Gololo, D. Golubkov, J.P. Gombas, A. Da Silva Gomes, G. Gomes, A.J. Gomez Delegido, R.J. Morais Silva Goncalo, L. Gonella, A. Gongadze, F. Gonnella, J.L. Gonski, R. Gonzalez, S. Gonzalez De La Hoz, R. Gonzalez Lopez, C. Gonzalez Renteria, M.V. Gonzalez Rodrigues, R. Gonzalez Suarez, S. Gonzalez Sevilla, L. Goossens, B. Gorini, E. Gorini, A. Gorisek, T.C. Gosart, A. Goshaw, M. Gostkin, S. Goswami, C.A. Gottardo, S.A. Gotz, M. Gouighri, A. Goussiou, N. Govender, R.P. Grabarczyk, I. Grabowska-Bold, K.R. Graham, E. Gramstad, S. Grancagnolo, C.M. Grant, P. Gravila, F.G. Gravili, H. Gray, M. Greco, M.J. Green, C. Grefe, A.S. Grefsrud, I. Gregor, K.T. Greif, P. Grenier, S.G. Grewe, A. Grillo, K. Grimm, S. Grinstein, J. Grivaz, E. Gross, J. Grosse-Knetter, L. Guan, G. Guerrieri, R. Gugel, J.A.M. Guhit, A. Guida, E. Guilloton, S. Guindon, F. Guo, J. Guo, L. Guo, L. Guo, Y. Guo, A. Gupta, R. Gupta, S. Gurbuz, S.S. Gurdasani, G. Gustavino, P. Gutierrez, L.F. Gutierrez Zagazeta, M. Gutsche, C. Gütschow, C. Gwenlan, C. Gwilliam, E.S. Haaland, A. Haas, M. Habedank, C. Haber, H. Hadavand, A. Haddad, A. Hadef, A. Hagan, J.J. Hahn, E. Haines, M. Haleem, J. Haley, G. Hallewell, L. Halser, K. Hamano, M. Hamer, E. Hampshire, J. Han, L. Han, L. Han, S. Han, K. Hanagaki, M. Hance, D.A. Hangal, H. Hanif, M.D. Hank, J.B. Hansen, P. Hansen, D. Harada, T. Harenberg, S. Harkusha, M.L. Harris, Y. Harris, J. Harrison, N.M. Harrison, P.F. Harrison, N.M. Hartman, N. Krug, R.Z. Hasan, Y. Hasegawa, F. Haslbeck, S. Hassan, R. Hauser, C. Hawkes, R. Hawkings, Y. Hayashi, D. Hayden, C.R. Hayes, R. Hayes, C. Hays, J. Hays, H. Hayward, F. He, M. He, Y. He, Y. He, N.B. Heatley, V. Hedberg, A.L. Heggelund, C. Heidegger, K.K. Heidegger, J. Heilman, S. Heim, T. Heim, T. Heimel, J.G. Heinlein, J.J. Heinrich, L.A. Heinrich, J. Hejbal, A. Held, S. Hellesund, C.M. Helling, S. Hellman, L. Henkelmann, A.M. Henriques Correia, H.E. Herde, Y. Hernandez Jimenez, L.M. Herrmann, T. Herrmann, G. Herten, R. Hertenberger, L. Hervas, M. Hesping, N. Hessey, J. Hessler, M. Hidaoui, N. Hidic, E.C. Hill, S. Hillier, J.R. Hinds, F. Hinterkeuser, M. Hirose, S. Hirose, D. Hirschbuehl, T. Hitchings, B. Hiti, J.D. Hobbs, R. Hobincu, N. Tal Hod, M. Hodgkinson, B. Hodkinson, A. Hoecker, D.D. Hofer, J. Hofer, M. Holzbock, B. Hommels, B.P. Honan, J.J. Hong, J. Hong, T.M. Hong, B.H. Hooberman, W. Hopkins, M.C. Hoppesch, Y. Horii, M.E. Horstmann, S. Hou, M.R. Housenga, A.S. Howard, J.W. Howarth, J. Hoya, M. Hrabovsky, T. Hrynova, P. Hsu, S. Hsu, T. Hsu, M. Hu, Q. Hu, S. Huang, X. Huang, Y. Huang, Y. Huang, Y. Huang, Y. Huang, Z. Huang, Z. Hubacek, M. Hubner, F. Huegging, T.B. Huffman, M. Hufnagel, C.A. Hugli, M. Huhtinen, S.K. Huiberts, R.A. Hulsken, C.E. Hultquist, N. Huseynov, J. Huston, J. Huth, R.J. Hyneman, G. Iacobucci, G. Iakovidis, L. Iconomidou-Fayard, J.P. Iddon, P. Iengo, R. Iguchi, Y. Iiyama, T. Iizawa, Y. Ikegami, D. Iliadis, N. Ilic, H. Imam, G. Inacio Goncalves, S.A. Infante Cabanas, T. Ingebretsen Carlson, J. Inglis, G. Introzzi, M. Iodice, V. Ippolito, R.K. Irwin, M. Ishino, W. Islam, C. Issever, S. Istin, H. Ito, R. Iuppa, A. Ivina, V. Izzo, P. Jacka, P. Jackson, P. Jain, K. Jakobs, T. Jakoubek, J. Jamieson, W. Jang, M. Javurkova, P. Jawahar, L. Jeanty, J. Jejelava, P. Jenni, C. Jessiman, C. Jia, H. Jia, J. Jia, X. Jia, Z. Jia, C. Jiang, Q. Jiang, S. Jiggins, J. Jimenez Pena, S. Jin, A. Jinaru, O. Jinnouchi, P.D.C. Johansson, K. Johns, J. Johnson, F.A. Jolly, D. Jones, E. Jones, K.S. Jones, P. Jones, R. Jones, T. Jones, H.L. Joos, R. Joshi, J. Jovicevic, X. Ju, J. Junggeburth, T. Junkermann, A. Juste Rozas, M.K. Juzek, S. Kabana, A. Kaczmarska, M. Kado, H. Kagan, M. Kagan, A. Kahn, C. Kahra, T. Kaji, E. Kajomovitz Must, N. Kakati, I. Kalaitzidou, N.J. Kang, D. Kar, K. Karava, E. Karentzos, O. Karkout, S. Karpov, Z. Karpova, V. Kartvelishvili, A. Karyukhin, E. Kasimi, J. Katzy, S. Kaur, K. Kawade, M.P. Kawale, C. Kawamoto, T. Kawamoto, E. Kay, C. Kaya, S. Kazakos, V. Kazanin, Y. Ke, J. Keaveney, R. Keeler, G. Kehris, J.S. Keller, J.J. Kempster, O. Kepka, J. Kerr, B.P. Kerridge, B.P. Kersevan, L. Keszeghova, R.A. Khan, A. Khanov, A. Kharlamov, T. Kharlamova, E. Khoda, M. Kholodenko, T.J. Khoo, G. Khoriauli, D. Khubua, Y.A.R. Khwaira, B. Kibirige, D. Kim, D. Kim, Y. Kim, N. Kimura, M.K. Kingston, A. Kirchhoff, C. Kirfel, F. Kirfel, J. Kirk, A. Kiryunin, S. Kita, C. Kitsaki, O. Kivernyk, M. Klassen, C.T. Klein, L. Klein, M.H. Klein, S. Klein, U. Klein, A. Klimentov, T. Klioutchnikova, P. Kluit, S. Kluth, E. Kneringer, T.M. Knight, A.H. Knue, D. Kobylianskii, S.F. Koch, M. Kocian, P. Kodys, D. Kock, P.T. Konig, T. Koffas, O. Kolay, I. Koletsou, T. Komarek, K. Koeneke, A. Kong, T. Kono, N. Konstantinidis, P. Kontaxakis, B. Konya, R. Kopeliansky, S.Z. Koperny, K.M. Korcyl, K. Kordas, A. Korn, S. Korn, I. Korolkov, N. Korotkova, B. Kortman, O. Kortner, S. Kortner, W. Kostecka, V. Kostyukhin, A. Kotsokechagia, A. Kotwal, A. Koulouris, A. Kourkoumeli-Charalampidi, C. Kourkoumelis, V. Kourlitis, O. Kovanda, B. Kowalewski, W. Kozanecki, A. Kozhin, V. Kramarenko, G. Kramberger, P. Kramer, M.W. Krasny, A. Krasznahorkay, A.C. Kraus, J.W. Kraus, J. Kremer, T. Kresse, L. Kretschmann, J. Kretzschmar, K.M. Kreul, P. Krieger, K. Krizka, K.A. Kroeninger, H. Kroha, J. Kroll, I.J. Kroll, K.S. Krowpman, U. Kruchonak, H. Krueger, N.E. Krumnack, M. Kruse, O. Kuchinskaia, S. Kuday, S. Kuehn, R. Kusters, T. Kuhl, V. Kukhtin, Y. Koultchitski, S. Kuleshov, M. Kumar, N. Kumari, P. Kumari, A. Kupco, T. Kupfer, A. Kupich, O. Kuprash, H. Kurashige, L. Kurchaninov, O. Kurdysh, Y. Kurochkin, A. Kurova, M. Kuze, A.K. Kvam, J. Kvita, N. Kyriacou, L.A.O. Laatu, C. Lacasta Llacer, F. Lacava, H.M. Lacker, D. Lacour, N.N. Lad, E. Ladygin, A. Lafarge, B. Laforge, T. Lagouri, F.Z. Lahbabi, S. Lai, J.E. Lambert, S.W. Lammers, W. Lampl, C. Lampoudis, G. Lamprinoudis, A. Lancaster, E. Lancon, U. Landgraf, M. Landon, V. Lang, O.K.B. Langrekken, A.J. Lankford, F. Lanni, K. Lantzsch, A. Lanza, M. Lanzac Berrocal, J. Laporte, T. Lari, F. Lasagni Manghi, M. Lassnig, V. Latonova, S.D. Lawlor, Z. Lawrence, R. Lazaridou, M. Lazzaroni, H. Le, E.M. Le Boulicaut Ennis, L.T. Le Pottier, B. Leban, M. Leblanc, F. Ledroit, S. Lee, T.F. Lee, L.L. Leeuw, M. Lefebvre, C. Leggett, G. Lehmann Miotto, M. Leigh, W.A. Leight, W. Leinonen, A. Leisos, M. Lisboa Leite, C.E. Leitgeb, R. Leitner, K. Leney, T. Lenz, S. Leone, C. Leonidopoulos, A. Leopold, J.H. Lepage Bourbonnais, R. Les, C. Lester, M. Levchenko, J. Leveque, L. Levinson, G. Levrini, M.P. Lewicki, C. Lewis, D. Lewis, L. Lewitt, A. Li, B. Li, C. Li, C. Li, H. Li, H. Li, H. Li, H. Li, H. Li, J. Li, K. Li, L. Li, R. Li, S. Li, S. Li, T. Li, X. Li, Z. Li, Z. Li, Z. Li, S. Liang, Z. Liang, M. Liberatore, B. Liberti, K. Lie, J. Lieber Marin, H. Lien, H. Lin, L. Linden, R.E. Lindley, J. Lindon, J. Ling, E. Lipeles, A. Lipniacka, A. Lister, J. Little, B. Liu, B. Liu, D. Liu, E.H.L. Liu, J. Liu, K. Liu, K. Liu, M. Liu, M. Liu, P. Liu, Q. Liu, X. Liu, X. Liu, Y. Liu, Y. Liu, Y. Liu, S. Lloyd, E.M. Lobodzinska, P. Loch, E. Lodhi, T. Lohse, K. Lohwasser, E. Loiacono, J.D. Lomas, J. Long, I. Longarini, R. Longo, A. Lopez Solis, N.A. Lopez-Canelas, N. Lorenzo Martinez, A. Lory, M.A. Losada, G. Loeschcke Centeno, O. Loseva, X. Lou, X. Lou, A. Lounis, P. Love, G. Lu, M. Lu, S. Lu, Y. Lu, H. Lubatti, C. Luci, F.L. Lucio Alves, F. Luehring, B.S. Lunday, O. Lundberg, B. Lund-Jensen, N. Luongo, M. Lutz, A.B. Lux, D. Lynn, R. Lysak, E. Lytken, V. Lyubushkin, T. Lyubushkina, M. Lyukova, F. Soberi, H. Ma, K. Ma, L. Ma, W. Ma, Y. Ma, J. Macdonald, P.C. Machado De Abreu Farias, R. Madar, T. Madula, J. Maeda, T. Maeno, P.T. Mafa, H.R. Maguire, V. Maiboroda, A. Maio, K. Maj, O. Majersky, S. Majewski, R. Makhmanazarov, N. Makovec, V. Maksimovic, B. Malaescu, P. Malecki, V. Maleev, F. Malek, M. Mali, D. Malito, U. Mallik, S. Maltezos, S. Malyukov, J. Mamuzic, G. Mancini, M.N. Mancini, G. Manco, J. Mandalia, S.S. Mandarry, I. Mandic, L. Manhaes De Andrade Filho, I.M. Maniatis, J. Manjarres, D. Mankad, A. Mann, S. Manzoni, L. Mao, X.G. Mapekula, A. Marantis, G. Marchiori, M. Marcisovsky, C. Marcon, M. Marinescu, S. Marium, M. Marjanovic, A. Markhoos, M. Markovitch, M.K. Maroun, E. Marshall, Z. Marshall, S. Marti I Garcia, J. Martin, T. Martin, V. Martin, B. Martin Dit Latour, L. Martinelli, M. Martinez-Perez, P. Martinez Agullo, V.I. Martinez Outschoorn, P. Martinez Suarez, S. Martin-Haugh, G. Martinovicova, S. Martoiu, A.C. Martynwood, A. Marzin, D. Mascione, L. Masetti, J. Masik, A. Maslennikov, S.L. Mason, P. Massarotti, P. Mastrandrea, A. Mastroberardino, T. Masubuchi, T.T. Mathew, J. Matousek, D.M. Mattern, J. Maurer, T. Maurin, A.J. Maury, B. Macek, D. Maximov, A. May, E. Mayer, R. Mazini, I. Maznas, M. Mazza, S.M. Mazza, E. Mazzeo, J.P. Mc Gowan, S. Mc Kee, C.A. Mc Lean, C. Mccracken, M. Mcdonald, A.E. Mcdougall, L.F. Mcelhinney, J. Mcfayden, B. Mc Govern, R.P. Mckenzie, T.C. Mclachlan, D.J. Mclaughlin, S. Mcmahon, C. Mcpartland, R. Mcpherson, S. Mehlhase, A. Mehta, D. Melini, B. Mellado Garcia, A.H. Melo, F. Meloni, A.M. Mendes Jacques Da Costa, H.Y. Meng, L. Meng, S. Menke, M. Mentink, E. Meoni, G. Mercado, S. Merianos, C. Merlassino, C. Meroni, J. Metcalfe, A.S. Mete, E. Meuser, C. Meyer, J. Meyer, R. Middleton, L. Mijovic, G. Mikenberg, M. Mikestikova, M. Mikuz, H. Mildner, A. Milic, D. Miller, E.H. Miller, L.S. Miller, A. Milov, D.A. Milstead, T. Min, A. Minaenko, I. Minashvili, A.I. Mincer, B. Mindur, M. Mineev, Y. Mino, L.M. Mir Martinez, M. Miralles Lopez, M. Mironova, M. Missio, A. Mitra, V. Mitsou, Y. Mitsumori, O. Miu, P. Miyagawa, T. Mkrtchyan, M. Mlinarevic, T. Mlinarevic, M. Mlynarikova, S. Mobius, P. Mogg, M.H. Mohamed Farook, A.F. Mohammed, S. Mohapatra, S. Mohiuddin, G. Mokgatitswane, L. Moleri, B. Mondal, S. Mondal, K. Mönig, E. Monnier, L. Monsonis Romero, J. Montejo Berlingen, A. Montella, M. Montella, F. Montereali, F. Monticelli, S. Monzani, A. Morancho Tarda, N. Morange, A.L. Moreira De Carvalho, M. Moreno Llacer, C. Moreno Martinez, J.M. Moreno Perez, P. Morettini, S. Morgenstern, M. Morii, M. Morinaga, M. Moritsu, F. Morodei, P. Moschovakos, B. Moser, M. Mosidze, T. Moskalets, P. Moskvitina, J. Moss, P. Moszkowicz, A. Moussa, Y. Moyal, E. Moyse, O. Mtintsilana, S. Muanza, J.A. Mueller, R. Mueller, G. Mullier, A.J. Mullin, J. Mullin, A.E. Mulski, D. Mungo, D. Munoz Perez, F. Munoz Sanchez, M. Murin, B. Murray, M. Muskinja, C. Mwewa, A. Myagkov, A.J. Myers, G. Myers, M. Myska, B. Nachman, K. Nagai, K. Nagano, R. Nagasaka, J.L. Nagle, E. Nagy, A. Nairz, Y.N. Higuchi, K. Nakamura, K. Nakkalil, H. Nanjo, E.A. Narayanan, Y. Narukawa, I. Naryshkin, L. Nasella, S. Nasri, C. Nass, G.A. Navarro, J. Navarro Gonzalez, A. Nayaz, P. Nechaeva, S. Nechaeva, F. Nechansky, L. Nedic, T.J. Neep, A. Negri, M. Negrini, C. Nellist, C. Nelson, K.M. Nelson, S. Nemecek, M. Nessi, M. Neubauer, F. Neuhaus, J. Newell, P.R. Newman, Y.W.Y. Ng, B. Ngair, H.D.N. Nguyen, R. Nickerson, R. Nikolaidou, J. Nielsen, M. Niemeyer, J. Niermann, N. Nikiforou, V. Nikolaenko, I. Nikolic, P. Nilsson, I. Ninca, G. Ninio, A. Nisati, N. Nishu, R. Nisius, N. Nitika, J. Nitschke, E.K. Nkadimeng, T. Nobe, T. Nommensen, M. Norfolk, B.J. Norman, M. Noury, J. Novak, T. Novak, R. Novotny, L. Nozka, K. Ntekas, N. Nunes De Moura Junior, J.H. Ocariz, A. Ochi, I. Ochoa, S. Ördek, J.T. Offermann, A.E. Ogrodnik, A. Oh, C. Ohm, H. Oide, R. Oishi, M.L. Ojeda, Y. Okumura, L. Seabra, I. Oleksiyuk, S.A. Olivares Pino, G. Oliveira Correa, D. Oliveira Damazio, J. Oliver, O. Oncel, A.P. O'Neill, A. Onofre, P. Onyisi, M. Oreglia, D. Orestano, R. Orr, L.M. Osojnak, Y. Osumi, G. Otero Y Garzon, H. Otono, G.J. Ottino, M. Ouchrif, F. Ould-Saada, T. Ovsiannikova, M.A. Owen, R.E. Owen, E. Özcan, F. Ozturk, N. Ozturk, S. Ozturk, H. Pacey, K. Pachal, A. Pacheco Pages, C. Padilla Aranda, G. Padovano, S. Pagan Griso, G.D. Palacino Caviedes, A. Palazzo, J. Pampel, J. Pan, T. Pan, D. Panchal, C. Pandini, W. Panduro Vazquez, H.D. Pandya, H. Pang, P. Pani, G. Panizzo, L. Panwar, L. Paolozzi, S. Parajuli, A. Paramonov, C. Paraskevopoulos, D.K. Paredes Hernandez, A. Pareti, K.R. Park, T.H. Park, F. Parodi, J. Parsons, U. Parzefall, B. Pascual, L. Pascual Dominguez, E. Pasqualucci, S. Passaggio, F. Pastore, P. Patel, U.M. Patel, J. Pater, T. Pauly, F. Pauwels, C. Pazos, M. Pedersen, R. Pedro, S. Peleganchuk, O. Penc, E.A. Pender, S. Peng, G.D. Penn, K.E. Penski, M. Penzin, B. Sotto-Maior Peralva, A. Peixoto, L. Pereira Sánchez, D. Perepelitsa, G.S.N. Perera, E. Perez Codina, M. Perganti, H. Pernegger, S. Perrella, O. Perrin, K. Peters, R. Peters, B. Petersen, T. Petersen, E. Petit, V. Petousis, C. Petridou, T. Petru, A. Petrukhin, M. Pettee, A. Petukhov, K. Mihule, R. Pezoa Rivera, L. Pezzotti, G. Pezzullo, L. Pfaffenbichler, A.J. Pfleger, M.T. Pham, J. Pham, P. Phillips, G. Piacquadio, E. Pianori, F. Piazza, R. Piegaia, D. Pietreanu, A. Pilkington, M. Pinamonti, J. Pinfold, B. Pereira, J. Pinol Bel, A.E. Pinto Pinoargote, L. Pintucci, K. Piper, A. Pirttikoski, D. Pizzi, L. Pizzimento, T. Plehn, M. Pleier, V. Pleskot, E. Plotnikova, G. Poddar, R. Pottgen, L. Poggioli, S. Polacek, G. Polesello, A. Poley, A. Polini, C. Pollard, Z. Pollock, E. Pompa Pacchi, N.I. Pond, D. Ponomarenko, L. Pontecorvo, S. Popa, G. Popeneciu, A. Poreba, D.M. Portillo Quintero, S. Pospisil, M.A. Postill, P. Postolache, K. Potamianos, P.A. Potepa, I. Potrap, T. Potter, H. Potti, X. Poveda Torres, E. Pozo Astigarraga, A. Prades Ibanez, J. Pretel, D. Price, M. Primavera, L. Primomo, M.A. Principe Martin, R. Privara, T. Procter, M. Proffitt, N. Proklova, K. Prokofiev, G. Proto, J. Proudfoot, M. Przybycien, W.W. Przygoda, A. Psallidas, J.E. Puddefoot, D. Pudzha, D. Pyatiizbyantseva, J. Qian, R. Qian, Q. Dong, Q. Qin, T. Qiu, A. Quadt, M. Queitsch-Maitland, G. Quétant, R. Quinn, G. Rabanal Bolanos, D. Rafanoharana, F. Raffaeli, F. Ragusa, L. Rainbolt, J.A. Raine, S. Rajagopalan, E. Ramakoti, L. Rambelli, I.A. Ramirez-Berend, K. Ran, D.S. Rankin, P. Rapheeha, H. Rasheed, V. Raskina, D.F. Rassloff, A. Rastogi, S. Rave, S. Ravera, B. Ravina, I. Ravinovich, M. Raymond, A.L. Read, N.P. Readioff, D. Rebuzzi, A. Reed, K. Reeves, J.A. Reidelsturz, D. Reikher, A. Rej, C. Rembser, H. Ren, M. Renda, F. Renner, A. Rennie, A. Rescia, S. Resconi, M. Ressegotti, S. Rettie, W. Rettie, J.G. Reyes Rivera, E. Reynolds, O. Rezanova, P. Reznicek, H. Riani, N. Ribaric, E. Ricci, R. Richter, S. Richter, E. Richter-Was, M. Ridel, S. Ridouani, P. Rieck, P. Riedler, E.M. Riefel, O. Rieger, M. Rijssenbeek, M. Rimoldi, L. Rinaldi, P. Rincke, G. Ripellino, I. Riu, J.C. Rivera Vergara, F. Rizatdinova, E.S. Rizvi, R. Roberts, S. Roberts, D. Robinson, M. Robles Manzano, A. Robson, A. Rocchi, C. Roda, S. Rodriguez Bosca, Y. Rodriguez Garcia, A.M. Rodriguez Vera, S. Roe, J.T. Roemer, O. Rohne, C. Roland, J. Roloff, A. Romaniouk, E. Romano, M. Romano, A. Romero, N. Rompotis, L. Roos, S. Rosati, B.J. Rosser, E. Rossi, E. Rossi, L. Rossi, L. Rossini, R.C. Rosten, M. Rotaru, B. Rottler, D. Rousseau, D. Rousso, S. Roy-Garand, A. Rozanov, Z. Rozario, Y. Rozen, A. Rubio Jimenez, V.H. Ruelas Rivera, T.A. Ruggeri, A. Ruggiero, A. Ruiz Martinez, A. Rummler, Z. Rurikova, N. Rusakovich, H. Russell, G. Russo, J.P. Rutherfoord, S. Rutherford Colmenares, M. Rybar, E.B. Rye, A. Ryzhov, J.A. Sabater Iglesias, H. Sadrozinski, F. Safai Tehrani, S. Saha, M. Sahinsoy, A. Saibel, B.T. Saifuddin, M. Saimpert, M. Saito, T. Saito, A. Sala, D. Salamani, A. Salnikov, J. Salt, A. Salvador Salas, D. Salvatore, F. Salvatore, A. Salzburger, D. Sammel, E.J. Sampson, D. Sampsonidis, D. Sampsonidou, F.J. Sanchez Martinez, V. Sanchez Sebastian, H. Sandaker, C. Sander, J.A. Sandesara, M. Sandhoff, C. Sandoval Usme, L. Sanfilippo, D. Sankey, T. Sano, A. Sansoni, L. Santi, C. Santoni, H. Santos, A. Santra, E. Sanzani, K. Saoucha, J.G. Mendes Saraiva, J.M. Sardain, O. Sasaki, K. Sato, C. Sauer, E. Sauvan, P. Savard, R. Sawada, C. Sawyer, L. Sawyer, C. Sbarra, A. Sbrizzi, T.P. Scanlon, J. Schaarschmidt, U. Schaefer, R.D. Schaffer, D. Schaile, R.D. Schamberger Jr, C. Scharf, M.M. Schefer, V. Chtcheguelski, D. Scheirich, M. Schernau, C. Scheulen, C. Schiavi, M. Schioppa, B. Schlag, S. Schlenker, J. Schmeing, M.A. Schmidt, K. Schmieden, C. Schmitt, N. Schmitt, S. Schmitt, L.O. Schoeffel, A. Schoening, P. Scholer, E. Schopf, M. Schott, S. Schramm, T. Schroer, H. Schultz-Coulon, M. Schumacher, B.A. Schumm, P. Schune, H.R. Schwartz, A.G. Schwartzman, T.A. Schwarz, P. Schwemling, R. Schwienhorst, G. Sciacca, A. Sciandra, G. Sciolla, F. Scuri, C. Sebastiani, K. Sedlaczek, S. Seidel, A. Seiden, B.D. Seidlitz, C. Seitz, J. Seixas, G. Sekhniaidze, L. Selem, N. Semprini Cesari, A. Semushin, D. Sengupta, V. Senthilkumar, L. Serin, M. Sessa, H. Severini, F. Sforza, A. Sfyrla, Q. Sha, E. Shabalina, H.M. Shaddix, A. Shah, R. Shaheen, J. Shahinian, D. Shaked Renous, M. Shamim, L. Shan, M. Shapiro, A. Sharma, A. Sharma, P. Sharma, S. Shatalov, K. Shaw, S. Shaw, Q. Shen, D.J. Sheppard, P. Sherwood, L. Shi, X. Shi, S. Shimizu, C.O. Shimmin, I. Shipsey, S. Shirabe, M. Shiyakova, M. Shochet, D.R. Shope, B. Shrestha, S. Shrestha, I. Shreyber, M.J. Shroff, P. Sicho, A.M. Sickles, E. Sideras Haddad, A.C. Sidley, A. Sidoti, F. Siegert, D. Sijacki, F. Sili, J.M. Cardoso Silva, I. Silva Ferreira, M.V. Silva Oliveira, S. Silverstein, S. Simion, R. Simoniello, E.L. Simpson, H. Simpson, L. Simpson, S. Simsek, S. Sindhu, P. Sinervo, S. Singh, S. Singh, S. Sinha, S. Sinha, M. Sioli, K. Sioulas, I. Siral, E. Sitnikova, J. Sjoelin, A. Skaf, E. Skorda, P. Skubic, M. Slawinska, I. Slazyk, V. Smakhtin, B.H. Smart, S. Smirnov, Y. Smirnov, L. Smirnova, O. Smirnova, A.C. Smith, D.R. Smith, E.A. Smith, J. Smith, M.B. Smith, R.E.C. Smith, H. Smitmanns, M. Smizanska, K. Smolek, A. Snesarev, H. Snoek, S. Snyder, R. Sobie, A. Soffer, C. Solans Sanchez, E. Soldatov, U. Soldevila Serrano, S. Solodkov, S. Solomon, A. Soloshenko, K. Solovieva, O. Solovyanov, P. Sommer, A. Sonay, W.Y. Song, A. Sopczak, A. Sopio, F. Sopkova, J.D. Sorenson, I.R. Sotarriva Alvarez, V. Sothilingam, O.J. Soto Sandoval, S. Sottocornola, R. Soualah, Z. Soumaimi, D. South, N. Soybelman, S. Spagnolo, M. Spalla, D. Sperlich, B. Spisso, D.P. Spiteri, M. Spousta, E. Staats, R. Stamen, E. Stanecka, W. Stanek-Maslouska, M.V. Stange, B. Stanislaus, M. Stanitzki, B.S. Stapf, J. Starchenko, G.H. Stark, J. Stark, S.-.S. Staroba, P. Starovoitov, R. Staszewski, G. Stavropoulos, A. Stefl, P.A. Steinberg, B. Stelzer, J. Stelzer, O. Stelzer-Chilton, H. Stenzel, T.J. Stevenson, G.A. Stewart, J.R. Stewart, M. Stockton, G. Stoicea, M. Stolarski, S. Stonjek, A. Straessner, J. Strandberg, S. Strandberg, M. Stratmann, M. Strauss, T. Strebler, P. Strizenec, R. Strohmer, D. Strom, R. Stroynowski, A. Strubig, S.A. Stucci, B. Stugu, J. Stupak, N. Styles, D. Su, S. Su, C. Su, X. Su, D. Suchy, K. Sugizaki, V. Sulin, M.J. Sullivan, D.M.S. Sultan, L. Sultanaliyeva, S. Sultanov, S. Sun, W. Sun, O. Gudnadottir, N. Sur, M. Sutton, H. Suzuki, M. Svatos, M.J. Swiatlowski, T. Swirski, I. Sykora, M. Sykora, T. Sykora, D. Ta, K. Tackmann, A. Taffard, R. Tafirout, J.S. Tafoya Vargas, Y. Takubo, M. Talby, A. Talyshev, K.C. Tam, N.M. Tamir, A. Tanaka, J. Tanaka, R. Tanaka, M. Tanasini, Z. Tao, S. Tapia Araya, S. Tapprogge, A. Tarek, S. Tarem, K. Tariq, G. Tarna, F. Tartarelli, M.J. Tartarin, P. Tas, M. Tasevsky, E. Tassi, A. Tate, G. Tateno, Y. Tayalati, G.N. Taylor, W.J. Taylor, A.S. Tegetmeier, P. Teixeira-Dias, J.J. Teoh, K. Terashi, J. Terron Cuadrado, S. Terzo, M. Testa, R. Teuscher, A. Thaler, O. Theiner, T. Theveneaux-Pelzer, O. Thielmann, D.W. Thomas, J. Thomas, E.A. Thompson, P. Thompson, E.J. Thomson, R. Thornberry, C. Tian, Y. Tian, V.O. Tikhomirov, I. Tikhonov, S. Timoshenko, D. Timoshyn, E.X.L. Ting, P.L. Tipton, A. Tishelman-Charny, H. Tlou, K. Todome, Š. Todorova-Nová, S. Todt, L. Toffolin, M. Togawa, J. Tojo, S. Tokar, A. Toldaiev, G. Tolkachev, M. Tomoto, L.A. Tompkins, E. Torrence, H. Torres, E. Torro Pastor, M. Toscani, C. Tosciri, M. Tost, D. Tovey, T. Trefzger, A. Tricoli, I. Trigger, S. Trincaz-Duvoid, D. Trischuk, A. Tropina, L. Truong, M. Trzebinski, A. Trzupek, F. Tsai, M. Tsai, A. Tsiamis, P. Tsiareshka, S. Tsigaridas, A. Tsirigotis, V. Tsiskaridze, E. Tskhadadze, M. Tsopoulou, Y. Tsujikawa, I. Tsukerman, V. Tsulaia, S. Tsuno, K. Tsuri, T.D. Tsybyshev, Y. Tu, A. Tudorache, V. Tudorache, S. Turchikhin, I. Turk Cakir, R. Turra, T. Turtuvshin, M. Tuts, S. Tzamarias, E. Tzovara, F. Ukegawa, P.A. Ulloa Poblete, E.N. Umaka, G. Unal, A. Undrus, G. Ünel, J. Urban, P. Urrejola, G. Usai, R. Ushioda, M. Usman, F. Ustuner, Z. Uysal, V. Vacek, B. Vachon, T. Vafeiadis, A. Vaitkus, C. Valderanis, E. Valdes Santurio, M. Valente, S. Valentinetti, A. Valero Biot, E. Valiente Moreno, A. Vallier, J. Valls Ferrer, D.R. Van Arneman, T.R. Van Daalen, A. Van Der Graaf, H. Van Der Schyf, P. Van Gemmeren, M. Van Rijnbach, S. Van Stroud, I. Van Vulpen, P. Vana, M. Vanadia, M. Vande Voorde, W. Vandelli, E.R. Van De Wall, D. Vannicola, L. Vannoli, R. Vari, E.W. Varnes, C. Varni, D. Varouchas, L. Varriale, K. Varvell, M. Vasile, L. Vaslin, A. Vasyukov, L.M. Vaughan, R. Vavricka, T. Vazquez Schroeder, J.R. Veatch, V. Vecchio, M.J. Veen, P.M. Velie, I. Veliscek, L.M. Veloce, F. Veloso, S. Veneziano, A. Ventura, S. Ventura Gonzalez, A. Verbytskyi, M. Verducci, C. Vergis, M. Verissimo De Araujo, W. Verkerke, J. Vermeulen, C. Vernieri, M. Vessella, M.J. Vetterli, A. Vgenopoulos, N. Viaux Maira, T. Vickey, O. Vickey Boeriu, G. Viehhauser, L. Vigani, M. Vigl, M. Villa, M. Villaplana, E.M. Villhauer, E. Vilucchi, M. Vincter, A. Visibile, C. Vittori, I. Vivarelli, E. Voevodina, F. Vogel, L. Vogel, J.C. Voigt, P. Vokac, Y. Volkotrub, E. Von Torne, B. Vormwald, K. Vorobev, M. Vos, K. Voss, M. Vozak, L. Vozdecky, N. Vranjes, M. Vranjes Milosavljevic, M. Vreeswijk, N.K. Vu, R. Vuillermet, O. Vujinovic, I. Vukotic, I.K. Vyas, S. Wada, C. Wagner, J.M. Wagner, W. Wagner, S. Wahdan, H.P. Wahlberg, C.H. Waits, J.W. Walder, R. Walker, W. Walkowiak, A. Wall, E.J. Wallin, T. Wamorkar, A.Z. Wang, C. Wang, C. Wang, H. Wang, J. Wang, P. Wang, P. Wang, R. Wang, R. Wang, S. Wang, S. Wang, T. Wang, W. Wang, W. Wang, X. Wang, X. Wang, Y. Wang, Y. Wang, Z. Wang, Z. Wang, Z. Wang, C. Wanotayaroj, A. Warburton, R.J. Ward, A.L. Warnerbring, N. Warrack, S. Waterhouse, A. Watson, H. Watson, M. Watson, E. Watton, G. Watts, B.M. Waugh, J.M. Webb, C. Weber, H. Weber, M. Weber, S.M. Weber, C. Wei, Y. Wei, A. Weidberg, E.J. Weik, J. Weingarten, C. Weiser, C.J. Wells, T. Wenaus, B. Wendland, T. Wengler, N.S. Wenke, N. Wermes, M. Wessels, A.M. Wharton, A.S. White, A. White, M.J. White, D. Whiteson, L. Wickremasinghe, W. Wiedenmann, M. Wielers, C. Wiglesworth, D.J. Wilbern, H. Wilkens, J. Wilkinson, D. Williams, H. Williams, S.L. Williams, S. Willocq, B.J. Wilson, D.J. Wilson-Edwards, P. Windischhofer, F. Winkel, F. Winklmeier, B.T. Winter, M. Wittgen, M. Wobisch, T. Wojtkowski, Z. Wolffs, J. Wollrath, M. Wolter, H. Wolters, M.C. Wong, E.L. Woodward, S. Worm, B.K. Wosiek, K.W. Wozniak, S. Wozniewski, K.G. Wraight, C. Wu, M. Wu, M. Wu, S.L. Wu, X. Wu, X. Wu, Y. Wu, Z. Wu, J. Würzinger, T. Wyatt, B.M. Wynne, S. Xella, L. Xia, M. Xia, M. Xie, A. Xiong, J. Xiong, D. Xu, H. Xu, L. Xu, R. Xu, T. Xu, Y. Xu, Z. Xu, Z. Xu, B.D. Yabsley, S. Yacoob, Y. Yamaguchi, E. Yamashita, H. Yamauchi, T. Yamazaki, Y. Yamazaki, S. Yan, Z. Yan, H. Yang, H. Yang, S. Yang, T. Yang, X. Yang, X. Yang, Y. Yang, Y. Yang, W. Yao, H. Ye, J. Ye, S. Ye, X. Ye, Y. Yeh, I. Yeletskikh, B. Yeo, M. Yexley, T.P. Yildirim, P. Yin, K. Yorita, S. Younas, C. Young, C. Young, N. Young, Y. Yu, J. Yuan, M. Yuan, R. Yuan, L. Yue, M. Zaazoua, B.H. Zabinski, I. Zahir, Z.K. Zak, T. Zakareishvili, S. Zambito, J.A. Zamora Saa, J. Zang, D. Zanzi, R. Zanzottera, O. Zaplatilek, C. Zeitnitz, H. Zeng, J. Zeng, T. Zenger, O. Zenin, T. Zenis, S. Zenz, S. Zerradi, D. Zerwas, M. Zhai, D. Zhang, J. Zhang, J. Zhang, K. Zhang, L. Zhang, L. Zhang, P. Zhang, R. Zhang, S. Zhang, T. Zhang, X. Zhang, Y. Zhang, Y.E. Zhang, Y. Zhang, Y. Zhang, Z. Zhang, Z. Zhang, Z.P. Zhang, H. Zhao, T. Zhao, Y. Zhao, Z. Zhao, Z. Zhao, A. Zhemchugov, J. Zheng, K. Zheng, X. Zheng, Z. Zheng, D. Zhong, B. Zhou, H. Zhou, N. Zhou, Y. Zhou, Y. Zhou, Y. Zhou, C. Zhu, J. Zhu, X. Zhu, Y. Zhu, Y. Zhu, X. Zhuang, K. Zhukov, N. Zimine, J. Zinsser, M. Ziolkowski, L. Zivkovic, A. Zoccoli, K. Zoch, T. Zorbas, O. Zormpa, W. Zou, L. Zwalinski. - In: SCIPOST PHYSICS. - ISSN 2542-4653. - 19:6(2025 Dec 16), pp. 1-75. [10.21468/scipostphys.19.6.155]

Precision calibration of calorimeter signals in the ATLAS experiment using an uncertainty-aware neural network

Collaboration, ATLAS;Aad, Georges;Aakvaag, Erlend;Abbott, Braden Keim;Abdelhameed, Sara;Abeling, Kira;Abicht, Nils Julius;Abidi, Haider;Aboelela, Mohammed;Aboulhorma, Asmaa;Abramowicz, Halina;Abulaiti, Yiming;Acharya, Bobby Samir;Ackermann, Anke;Adam Bourdarios, Claire;Adamczyk, Leszek;Addepalli, Sagar;Addison, Matt;Adelman, Jahred;Adiguzel, Aytul;Adye, Tim;Affolder, Tony;Afik, Yoav;Agaras, Merve Nazlim;Aggarwal, Anamika;Agheorghiesei, Catalin;Ahmadov, Faig;Ahuja, Sudha;Ai, Xiaocong;Aielli, Giulio;Aikot, Arya;Ait Tamlihat, Malak;Aitbenchikh, Brahim;Akbiyik, Melike;Akesson, Torsten;Akimov, Andrei;Akiyama, Daiya;Akolkar, Nilima Nilesh;Aktas, Sina;Alberghi, Gian Luigi;Albert, Justin;Albicocco, Pietro;Albouy, Guillaume Lucas;Alderweireldt, Sara;Alegria, Zackary Lee;Aleksa, Martin;Alexandrov, Igor;Alexa, Calin;Alexopoulos, Theodoros;Alfonsi, Fabrizio;Algren, Malte;Alhroob, Muhammad;Ali, Babar;Ali, Hanadi;Ali, Shahzad;Alibocus, Samuel William;Aliev, Malik;Alimonti, Gianluca;Alkakhi, Wael;Allaire, Corentin;Allbrooke, Benedict;Allen, Jonny;Allen, Julia Frances;Allport, Philip Patrick;Aloisio, Alberto;Alonso, Francisco;Alpigiani, Cristiano;Alsolami, Zainab Mohammad K;Alvarez Fernandez, Adrian;Alves Cardoso, Mario;Alviggi, Mariagrazia;Aly, Mohamed;Do Amaral Coutinho, Yara;Ambler, Alessandro;Amelung, Christoph;Amerl, Maximilian;Ames, Christoph;Amidei, Dante;Amini, Baktash;Amirie, Kyle;Amirkhanov, Artem;Amor Dos Santos, Susana Patricia;Amos, Kieran Robert;Amperiadou, Dimitra;An, Shiwen;Ananiev, Viktor;Anastopoulos, Christos;Andeen, Timothy Robert;Anders, John Kenneth;Anderson, Adam Campbell;A. Andreazza;Angelidakis, Stylianos;Angerami, Aaron;Anisenkov, Alexey;Annovi, Alberto;Antel, Claire;Antipov, Egor;Antonelli, Mario;Anulli, Fabio;Aoki, Masato;Aoki, Takumi;Aparo, Marco;Aperio Bella, Ludovica;Appelt, Christian;Apyan, Aram;Arbiol Val, Sergio Javier;Arcangeletti, Chiara;Arce, Ayana Tamu;Arguin, Jean-Francois;Argyropoulos, Spyros;Arling, Jan-Hendrik;Arnaez, Olivier;Arnold, Hannah;Artoni, Giacomo;Asada, Haruka;Asai, Kanae;Asai, Shoji;Asbah, Nedaa Alexandra;Ashby Pickering, Rachel Amy;Aslam, Asim Mohammed;Assamagan, Ketevi Adikle;Astalos, Robert;Astrand, Sten;Atashi, Rose;Atkin, Ryan Justin;Atmani, Hicham;Atmasiddha, Prachi;Augsten, Kamil;Auriol, Adrien;Austrup, Volker Andreas;Avolio, Giuseppe;Axiotis, Konstantinos;Azuelos, Georges;Babal, Dominik;Bachacou, Henri;Bachas, Konstantinos;Bachiu, Alexander;Bachmann, Erik;Backes, Mathias Josef;Badea, Anthony;Baer, Tamas Marton;Bagnaia, Paolo;Bahmani, Marzieh;Bahner, Daniel;Bai, Kehang;Baines, John;Baines, Luke;Baker, Keith;Bakos, Evelin;Bakshi Gupta, Debottam;Balabram Filho, Luiz Eduardo;Balakrishnan, Veena;Balasubramanian, Rahul;Baldin, Evgenii;Balek, Petr;Ballabene, Eric;Balli, Fabrice;Baltes, Lisa Marie;Balunas, William Keaton;Balz, Johannes;Bamwidhi, Isaac;Banas, Elzbieta;Bandieramonte, Marilena;Bandyopadhyay, Anjishnu;Bansal, Shubham;Barak, Liron;Barakat, Marawan;Barberio, Elisabetta;Barberis, Dario;Barbero, Marlon Benoit;Barel, Marten Zefanja;Barillari, Teresa;Barisits, Martin;Barklow, Tim;Baron, Petr;Baron, Diego;Baroncelli, Toni;Barr, Alan;Barr, Jackson;Barreiro, Fernando;Barreiro Guimaraes Da Costa, Joao;Barros, Maura;Barsov, Sergey;Bartels, Falk;Bartoldus, Rainer;Barton, Adam Edward;Bartos, Pavol;Basan, Alexander;Baselga Bacardit, Marta;Bashiri, Saleh;Bassalat, Ahmed;Basso, Matthew Joseph;Bataju, Susan;Bate, Russell;Bates, Richard;Batlamous, Souad;Battaglia, Marco;Battulga, Daariimaa;Bauce, Matteo;Bauer, Michael;Bauer, Patrick;Bayer, Lukas;Bazzano, Tomas;Beacham, James;Beau, Tristan;Beaucamp, Jean Yves;Beauchemin, Pierre-Hugues;Bechtle, Philip;Beck, Hans Peter;Becker, Kathrin;Beddall, Andrew;Bednyakov, Vadim;Bee, Chris;Beemster, Lars;Begalli, Marcia;Begel, Michael;Behr, Janna Katharina;Beirer, Joshua Falco;Beisiegel, Florian;Belfkir, Mohamed;Bella, Gideon;Bellagamba, Lorenzo;Bellerive, Alain;Bellos, Panagiotis;Beloborodov, Konstantin;Benchekroun, Driss;Bendebba, Fatima;Benhammou, Yan;Benkendorfer, Kees;Beresford, Lydia Audrey;Beretta, Matteo Mario;Bergeaas Kuutmann, Elin;Berger, Nicolas;Bergmann, Benedikt Ludwig;Beringer, Juerg;Bernardi, Gregorio;Bernius, Catrin;Bernlochner, Florian Urs;Bernon, Florent;Berrocal Guardia, Adrian;Berry, Tracey;Berta, Peter;Berthold, Anne-Sophie;Bethke, Siegfried;Betti, Alessandra;Bevan, Adrian;Bhalla, Naman Kumar;Bharthuar, Shudhashil;Bhatta, Somadutta;Bhattacharya, Deb Sankar;Bhattarai, Prajita;Bhatti, Zubair;Bhide, Kartik Deepak;Bhopatkar, Vallary Shashikant;Bianchi, Riccardo Maria;Bianco, Gianluca;Biebel, Otmar;Biglietti, Michela;Billingsley, Sully;Bimgdi, Yassine;Bindi, Marcello;Bingham, Anna;Bingul, Ahmet;Bini, Cesare;Bird, Gareth Adam;Birman, Mattias;Biros, Marek;Biryukov, Stanislav;Bisanz, Tobias;Bisceglie, Emanuele;Biswal, Jyoti Prakash;Biswas, Diptaparna;Bloch, Ingo;Blue, Andrew James;Blumenschein, Ulla;Blumenthal, Julian;Bobrovnikov, Viktor;Boehler, Michael;Bohm, Burkhard;Bogavac, Danijela;Bogdanchikov, Alexander;Boggia, Laura;Boisvert, Véronique;Bokan, Petar;Bold, Tomasz;Bomben, Marco;Bona, Marcella;Boonekamp, Maarten;Borbely, Albert Gyorgy;Bordulev, Iurii;Borissov, Guennadi;Bortoletto, Daniela;Boscherini, Davide;Fernandez-Bosman, Martine;Bouaouda, Khalil;Bouchhar, Naseem;Boudet, Leo;Boudreau, Joseph;Bouhova-Thacker, Eva;Boumediene, Djamel Eddine;Bouquet, Romain;Boveia, Antonio;Boyd, Jamie;Boye, Diallo;Boyko, Igor;Bozianu, Leon;Bracinik, Juraj;Brahimi, Nihal;Brandt, Gerhard Immanuel;Brandt, Oleg;Brau, Benjamin Paul;Brau, Jim;Schimmel Brener, Roy;Brenner, Lydia;Brenner, Richard;Bressler, Shikma;Brianti, Greta;Britton, David;Britzger, Daniel;Brock, Ian;Brock, Raymond;Brooijmans, Gustaaf;Brooks, Jammel;Brooks, Ethan Michael;Brost, Liza;Brown, Leesa;Bruce, Laura Elaine;Bruckler, Tim Lukas;Bruckman De Renstrom, Pawel;Bruers, Ben;Bruni, Alessia;Bruni, Graziano;Brunner, David;Bruschi, Marco;Bruscino, Nello;Buanes, Trygve;Buat, Quentin;Buchin, Daniel Alexander;Buckley, Andy;Bulekov, Oleg;Bullard, Brendon;Burdin, Sergey;Burgard, Carsten;Burger, Angela Maria;Burghgrave, Blake Oliver;Burlayenko, Oleksandr;Burleson, Jared Dynes;Burr, Jon;Burzynski, Jackson Carl;Busch, Elena Laura;Buescher, Volker;Bussey, Peter John;Butler, John Mark;Buttar, Craig Macleod;Butterworth, Jonathan Mark;Buttinger, Will;Buxo Vazquez, Carlos Josue;Buzykaev, Alexey;Cabrera Urban, Susana;Cadamuro, Luca;Caforio, Davide;Cai, Huacheng;Cai, Yuchen;Cai, Yizhou;Cairo, Valentina;Cakir, Orhan;Calace, Noemi;Calafiura, Paolo;Calderini, Giovanni;Calfayan, Philippe;Callea, Giuseppe;Caloba, Luiz Pereira;Calvet, David;Calvet, Samuel;Camacho Toro, Reina Coromoto;Camarda, Stefano;Camarero Munoz, Daniel;Camarri, Paolo;Camerlingo, Maria Teresa;Cameron, David;Camincher, Clement;Campanelli, Mario;Camplani, Alessandra;Canale, Vincenzo;Canbay, Ali Can;Canonero, Enzo;Cantero Garcia, Josu;Cao, Yumeng;Capocasa, Francesca;Capua, Marcella;A. Carbone;Cardarelli, Roberto;Cardenas Jr, Juan Carlos;Cardiff, Michael Patrick;Carducci, Giovandomenico;Carli, Tancredi;Carlino, Giampaolo;Carlotto, Juan Ignacio;Carlson, Ben;Carlson, Evan Michael;Carmignani, Joseph;L. Carminati;Carnelli, Alberto;Carnesale, Maria;Caron, Sascha;Carquin Lopez, Edson;Carr, Isabel Beth;Carra, Sonia;Carratta, Giuseppe;Carroll, Anthony Maurel;Casado Lechuga, Maria Del Pilar;Caspar, Maximilian;Castillo, Florencia Luciana;Castillo Garcia, Lucia;Castillo Gimenez, Victoria;Castro, Nuno;Catinaccio, Andrea;Catmore, James;Cavaliere, Tom;Cavaliere, Viviana;Caviedes Betancourt, Laura Juliana;Cekmecelioglu, Yusuf Can;Celebi, Emre;Cella, Sofia;Cepaitis, Vilius;Cerny, Karel;Santiago Cerqueira, Augusto;Cerri, Alex;Cerrito, Lucio;Cerutti, Fabio;Cervato, Beatrice;Cervelli, Alberto;Cesarini, Gianmario;Cetin, Serkant;Chabrillat, Paul Mickael;Chan, Jay;Chan, Wai Yuen;Chapman, John Derek;Chapon, Emilien;Chargeishvili, Bakar;Charlton, Dave;Chauhan, Chainika;Che, Yimin;Chekanov, Sergei;Chekulaev, Sergey;Shelkov, G;Chen, Boping;Chen, Charlie;Chen, Huirun;Chen, Hucheng;Chen, Jing;Chen, Jiayi;Chen, Maggie;Chen, Shion;Chen, Shenjian;Chen, Xiang;Chen, Xin;Cheng, Alkaid;Cheng, Hok Chuen Tom;Cheong, Sanha;Cheplakov, Alexander;Cheremushkina, Evgeniya;Cherepanova, Elizaveta;Cherkaoui, Rajaa;Cheu, Elliott;Cheung, Kingman;Chevalier, Laurent;Chiarella, Vitaliano;Chiarelli, Giorgio;Chiedde, Nemer;Chiodini, Gabriele;Chisholm, Andrew Stephen;Chitan, Adrian;Chitishvili, Mariam;Chizhov, Mihail;Choi, Kyungeon;Chou, Yuan-Tang;Chow, Edwin;Chu, Michael Kwok Lam;Chu, Ming Chung;Chu, Xiaotong;Chubinidze, Zaza;Chudoba, Jiri;Chwastowski, Janusz;Cieri, Davide;Ciesla, Krzysztof;Cindro, Vladimir;Ciocio, Alessandra;Cirotto, Francesco;Citron, Zvi;Citterio, Mauro;Ciubotaru, Dan Andrei;Clark, Allan;Clark, Philip;Clarke Hall, Noah;Clarry, Cameron;Clawson, Savannah;Clement, Christophe;Coadou, Yann;Cobal, Marina;Coccaro, Andrea;Barrue, Ricardo;Coelho Lopes de Sa, Rafael;Coelli, Simone;Colangeli, Luca Sesto;Cole, Brian Andrew;Collado Soto, Pablo;Collot, Johann;Conde Muino, Patricia;Connell, Matt;Connell, Simon;Conroy, Eimear Isobel;Conventi, Francesco;Cooke, Harry;Sarkar, Amanda;Corchia, Federico Andrea;Cordeiro Oudot Choi, Artur;Corpe, Louie Dartmoor;Corradi, Massimo;Corriveau, Francois;Cortes-Gonzalez, Arely;Costa Mezquita, Maria Jose;Costanza, Francesco;Costanzo, Davide;Cote, Benjamin;Couthures, Jeremy;Cowan, Glen;Cranmer, Kyle Stuart;Cremer, Lucas;Cremonini, Davide;Crepe-Renaudin, Sabine;Crescioli, Francesco;Cristinziani, Markus;Cristoforetti, Marco;Croft, Vincent Alexander;Crosby, Jacob Edwin;Crosetti, Nanni;Cueto Gomez, Ana Rosario;Cui, Hanfei;Cui, Maxwell;Cunningham, Liam;Curcio, Francesco;Curran, Jennifer Rachel;Czodrowski, Patrick Karl;Sousa, Mario Jose;Da Fonseca Pinto, Joao Victor;Da Via, Cinzia;Dabrowski, Wladyslaw;Dado, Tomas;Dahbi, Salah-Eddine;Dai, Tiesheng;Dal Santo, Daniele;Dallapiccola, Carlo;Dam, Mogens;D'Amen, Gabriele;D'Amico, Valerio;Damp, Johannes Frederic;Dandoy, Jeff;Dannheim, Dominik;Danninger, Matthias;Dao, Valerio;Darbo, Nanni;Das, Sruthy Jyothi;Dattola, Filippo;S. D'Auria;D'Avanzo, Antonio;Davidek, Tomas;Dawson, Ian;Day-Hall, Henry;De, Kaushik;De Almeida Rossi, Carolina;De Asmundis, Riccardo;De Biase, Nicola;De Castro, Stefano;De Groot, Nicolo;de Jong, Paul;De La Torre Perez, Hector;De Maria, Antonio;De Salvo, Alessandro;De Sanctis, Umberto;De Santis, Francesco;De Santo, Antonella;De Vivie De Regie, Jean-Baptiste;Debevc, Jernej;Dedovich, Dmitri;Degens, Jordy;Deiana, Allison Mccarn;Del Peso, Jose;Delagrange, Line;Deliot, Frederic;Delitzsch, Chris Malena;Della Pietra, Massimo;Della Volpe, Domenico;Dell'Acqua, Andrea;L. Dell'Asta;Delmastro, Marco;Delogu, Claudia Caterina;Delsart, Pierre Antoine;Demers, Sarah Marie;Demichev, Mikhail;Denisov, Serguei;Denizli, Haluk;D'Eramo, Louis;Derendarz, Dominik Karol;Derue, Frederic;Dervan, Paul;Desch, Klaus;Deutsch, Christopher;Di Bello, Francesco Armando;Di Ciaccio, Anna;Di Ciaccio, Lucia;Di Domenico, Antonio;Di Donato, Camilla;Di Girolamo, Alessandro;Di Gregorio, Giulia;Di Luca, Andrea;Di Micco, Biagio;Di Nardo, Roberto;Di Petrillo, Karri Folan;Diamantopoulou, Magda;De Almeida Dias, Flavia;Vale, Tiago;Diaz Gutierrez, Marco Aurelio;Didenko, Alisa Romanovna;Didenko, Mariia;Diehl, Edward;Diez Cornell, Sergio;Diez Pardos, Carmen;Dimitriadi, Christina;Dimitrievska, Aleksandra;Dimri, Aman;Dingfelder, Jochen Christian;Dingley, Thomas Benjamin;Dinu, Ioan-Mihail;Dittmeier, Sebastian;Dittus, Fido;Divisek, Martin;Dixit, Bhupesh;Djama, Farès;Djobava, Tamar;Doglioni, Caterina;Dohnalova, Adriana;Dolezal, Zdenek;Domijan, Karolina;Dona, Kristin;Donadelli, Marisilvia;Dong, Binbin;Donini, Julien Noce;D'Onofrio, Adelina;D'Onofrio, Monica;Dopke, Jens;Doria, Alessandra;Dos Santos Fernandes, Nuno;Dougan, Patrick;Dova, Maria Teresa;Doyle, Tony;Draguet, Maxence;Drescher, Matthias Peter;Dreyer, Etienne;Drivas-Koulouris, Ioannis;Drnevich, Matthew;Drozdova, Mariia;Du, Dongshuo;Du Pree, Tristan Arnoldus;Dubinin, Filipp;Dubovsky, Michal;Duchovni, Ehud;Duckeck, Guenter;Duckett, Philippa Kathryn;Ducu, Otilia Anamaria;Duda, Dominik;Dudarev, Alexey;Duden, Emily Rose;D'Uffizi, Matteo;Duflot, Laurent;Duehrssen-Debling, Michael;Duminica, Ioana;Dumitriu, Ana Elena;Dunford, Monica;Dungs, Sascha;Dunne, Katherine Elaine;Duperrin, Arnaud;Yildiz, Hatice;Dueren, Michael Johannes;Durglishvili, Archil;Duvnjak, Damir;Dwyer, Brianna;Dyckes, Ian;Dyndal, Mateusz;Dziedzic, Bartosz Sebastian;Earnshaw, Zoe Olivia;Eberwein, Gregor Hieronymus;Eckerova, Barbora;Eggebrecht, Stephen;Purcino De Souza, Edmar Egidio;Eigen, Gerald;Einsweiler, Kevin Frank;Ekelof, Tord Johan Carl;Ekman, Per Alexander;El Farkh, Saad;El Ghazali, Yassine;El Jarrari, Hassnae;El Moussaouy, Ali;Ellajosyula, Venugopal;Ellert, Mattias;Ellinghaus, Frank;Ellis, Nick;Elmsheuser, Johannes;Elsawy, Mai;Elsing, Markus;Emeliyanov, Dmitry;Enari, Yuji;Ene, Irina;Epari, Shalini;Ernani Martins Neto, Daniel;Errenst, Martin;Escalier, Marc;Escobar Ibanez, Carlos;Etzion, Erez;Gaspar De Andrade Evans, Guiomar;Evans, Hal;Evans, Levi;Ezhilov, Aleksei;Ezzarqtouni, Sanae;Fabbri, Federica;Fabbri, Laura;Facini, Gabriel;Fadeyev, Vitaliy;Fakhrutdinov, Rinat;Fakoudis, Dionysios;Falciano, Speranza;Falda Coelho, Luis;Fallavollita, Francesco;Falsetti, Gregorio;Faltova, Jana;Fan, Cunwei;Fan, Ka Yan;Fan, Yunyun;Fang, Yaquan;M. Fanti;Faraj, Mohammed;Farazpay, Zahra;Farbin, Amir;Farilla, Ada;Farooque, Trisha;Farr, Jesse;Farrington, Sinead;Fassi, Farida;Fassouliotis, Dimitris;Fayard, Louis;Federic, Pavol;Federicova, Pavla;Fedin, Oleg;Feickert, Matthew;Feligioni, Lorenzo;Fellers, Deion Elgin;Feng, Cunfeng;Feng, Zhuoran;Fenton, Michael James;Ferencz, Lars;Fernandez Martinez, Pablo;Fernoux, Maxime;Ferrando, James;Ferrari, Arnaud;Ferrari, Pamela;Ferrari, Roberto;Ferrere, Didier;Ferretti, Claudio;Fewell, Matthew;Fiacco, Davide;Fiedler, Frank;Fiedler, Petr;Filimonov, Sergey;Filipcic, Andrej;Filmer, Emily;Filthaut, Frank;Castro Nunes Fiolhais, Miguel;Fiorini, Luca;Fisher, Wade Cameron;Fitschen, Tobias;Fitzhugh, Peter Michael;Fleck, Ivor;Fleischmann, Philipp;Flick, Tobias;Flores, Marvin;Flores Castillo, Luis Roberto;Flores Sanz De Acedo, Leyre;Follega, Francesco Maria;Fomin, Nikolai;Foo, Joel Hengwei;Formica, Andrea;Forti, Alessandra;Fortin, Etienne Marie;Fortman, Anne Winifred;Fountas, Leonidas;Fournier, Daniel;Fox, Harald;Francavilla, Paolo;Francescato, Simone;Franchellucci, Stefano;Franchini, Matteo;Franchino, Silvia;Francis, David;Franco, Luca;Franco Lima, Vinicius;Franconi, Laura;Franklin, Melissa;Frattari, Guglielmo;Frid, Yuval Yitzhak;Friend, Johnny;Fritzsche, Nick;Froch, Alexander;Froidevaux, Daniel;Frost, James;Fu, Yao;Fuenzalida Garrido, Sebastian Julio;Fujimoto, Minori;Fung, Kin Yip;Simas Filho, Eduardo Furtado De;Furukawa, Marin;Fuster Verdu, Juan;Gaa, Anne;Gabrielli, Alessandro;Gabrielli, Andrea;Gadow, Philipp;Gagliardi, Guido;Gagnon, Louis-Guillaume;Gaid, Safa;Galantzan, Sean;Gallagher, James;Gallas, Elizabeth;Gallén, Axel;Gallop, Bruce Joseph;Gan, Kock Kiam;Ganguly, Sanmay;Gao, Yanyan;Garabaglu, Ali;Garay Walls, Francisca;Garcia, Berenice;Garcia, Carmen;Garcia Alonso, Andrea;Garcia Caffaro, Arianna Gemma;Garcia Navarro, Jose Enrique;Garcia-Sciveres, Maurice;Gardner, Gwen Llewellyn;Gardner Jr, Robert William;Garelli, Nicoletta;Garg, Rocky Bala;Gargan, Jack;Garner, Christopher Andrew;Garvey, Cameron Michael;Gassmann, Veritas Katharina;Gaudio, Gabriella;Gautam, Viveka;Gauzzi, Paolo;Gavranovic, Jan;Gavrilenko, Igor;Gavriliuk, Alexander;Gay, Colin Warren;Gaycken, Goetz;Gazis, Evangelos;Gekow, Alex;Gemme, Claudia;Genest, Marie-Hélène;Gentry, Andrew Donald;George, Simon;George, William Frederick;Geralis, Theodoros;Gerwin, Achmad Aditya;Gessinger, Paul;Geyik, Marvin Emin;Ghani, Mohammed;Ghorbanian, Keanu;Ghosal, Arpan;Ghosh, Aishik;Ghosh, Anindya;Giacobbe, Benedetto;Giagu, Stefano;Giani, Tommaso;Giannini, Antonio;Gibson, Stephen;Gignac, Matthew;Gil, Damian;Gilbert, Alexander Kevin;Gilbert, Benjamin Jacob;Gillberg, Dag;Gilles, Geoffrey;Ginabat, Louis;Gingrich, Doug;Giordani, Mapo;Giraud, Pierre-Francois;Giugliarelli, Gilberto;Giugni, Danilo;Giuli, Francesco;Gkialas, Ioannis;Gladilin, Leonid;Glasman, Claudia;Glemza, Gediminas;Glisic, Marija;Gnesi, Ivan;Go, Yeonju;Goblirsch-Kolb, Maximilian Emanuel;Gocke, Benedikt;Godin, Dominique;Gokturk, Berare;Goldfarb, Steven;Golling, Tobias;Gololo, Mpho Gift Doctor;Golubkov, Dmitry;Gombas, Jason Peter;Da Silva Gomes, Agostinho;Gomes, Gabriel;Gomez Delegido, Antonio Jesus;Morais Silva Goncalo, Ricardo Jose;Gonella, Laura;Gongadze, Alexi;Gonnella, Francesco;Gonski, Julia Lynne;Gonzalez, Richards;Gonzalez De La Hoz, Santiago;Gonzalez Lopez, Ricardo;Gonzalez Renteria, Cesar;Gonzalez Rodrigues, Marcus Vinicius;Gonzalez Suarez, Rebeca;Gonzalez Sevilla, Sergio;Goossens, Luc;Gorini, Benedetto;Gorini, Edoardo;Gorisek, Andrej;Gosart, Thomas Christopher;Goshaw, Al;Gostkin, Mikhail;Goswami, Soumyananda;Gottardo, Carlo Alberto;Gotz, Stefanie Andrea;Gouighri, Mohamed;Goussiou, Anna;Govender, Nicolin;Grabarczyk, Radoslaw Piotr;Grabowska-Bold, Iwona;Graham, Kevin Robert;Gramstad, Eirik;Grancagnolo, Sergio;Grant, Charles Michael;Gravila, Paul;Gravili, Francesco Giuseppe;Gray, Heather;Greco, Matteo;Green, Matthew James;Grefe, Christian;Grefsrud, Aurora Singstad;Gregor, Ingrid;Greif, Kevin Thomas;Grenier, Philippe;Grewe, Simon Gabriel;Grillo, Alex;Grimm, Katy;Grinstein, Sebastian;Grivaz, Jean-François;Gross, Eilam;Grosse-Knetter, Joern;Guan, Liang;Guerrieri, Giovanni;Gugel, Ralf;Guhit, Jem Aizen Mendiola;Guida, Alessandro;Guilloton, Eva;Guindon, Stefan;Guo, Fangyi;Guo, Jun;Guo, Linghua;Guo, Lei;Guo, Yuxiang;Gupta, Anubhav;Gupta, Rajat;Gurbuz, Saime;Gurdasani, Simran Sunil;Gustavino, Giuliano;Gutierrez, Phillip;Gutierrez Zagazeta, Luis Felipe;Gutsche, Manuel;Gütschow, Christian;Gwenlan, Claire;Gwilliam, Carl;Haaland, Even Simonsen;Haas, Andrew;Habedank, Martin;Haber, Carl;Hadavand, Haleh;Haddad, Abdelhamid;Hadef, Asma;Hagan, Alina;Hahn, Jan Joachim;Haines, Emil;Haleem, Mahsana;Haley, Joseph;Hallewell, Gregory;Halser, Lea;Hamano, Kenji;Hamer, Matthias;Hampshire, Emily;Han, Jingyi;Han, Liangliang;Han, Liang;Han, Shuo;Hanagaki, Kazunori;Hance, Mike;Hangal, Dhanush Anil;Hanif, Hamza;Hank, Michael Donald;Hansen, Jørgen Beck;Hansen, Peter;Harada, Daigo;Harenberg, Torsten;Harkusha, Siarhei;Harris, Matthew Leary;Harris, Ynyr;Harrison, Jack;Harrison, Natalie Marie;Harrison, Paul Fraser;Hartman, Nicole Michelle;Krug, Nikolai;Hasan, Rosanne Zara;Hasegawa, Yoji;Haslbeck, Florian;Hassan, Sohaib;Hauser, Reiner;Hawkes, Chris;Hawkings, Richard;Hayashi, Yuichiro;Hayden, Daniel;Hayes, Christopher Robyn;Hayes, Robin;Hays, Chris;Hays, Jonathan;Hayward, Helen;He, Fudong;He, Mingxu;He, Yajun;He, Yi;Heatley, Nathan Barry;Hedberg, Vincent;Heggelund, Andreas Lokken;Heidegger, Constantin;Heidegger, Kim Katrin;Heilman, Jesse;Heim, Sarah;Heim, Timon;Heimel, Theo;Heinlein, James Geddy;Heinrich, Jochen Jens;Heinrich, Lukas Alexander;Hejbal, Jiri;Held, Alexander;Hellesund, Simen;Helling, Cole Michael;Hellman, Sten;Henkelmann, Lars;Henriques Correia, Ana Maria;Herde, Hannah Elizabeth;Hernandez Jimenez, Yesenia;Herrmann, Lena Maria;Herrmann, Tim;Herten, Gregor;Hertenberger, Ralf;Hervas, Luis;Hesping, Moritz;Hessey, Nigel;Hessler, Johannes;Hidaoui, Mourad;Hidic, Nihad;Hill, Ewan Chin;Hillier, Stephen;Hinds, Julia Rose;Hinterkeuser, Florian;Hirose, Minoru;Hirose, Shigeki;Hirschbuehl, Dominic;Hitchings, Tom;Hiti, Bojan;Hobbs, John David;Hobincu, Radu;Tal Hod, Noam;Hodgkinson, Mark;Hodkinson, Ben;Hoecker, Andreas;Hofer, Dustyn Dean;Hofer, Judith;Holzbock, Michael;Hommels, Bart;Honan, Benjamin Paul;Hong, Jae Jin;Hong, Jiangliu;Hong, Tae Min;Hooberman, Benjamin Henry;Hopkins, Walter;Hoppesch, Matthew Caleb;Horii, Yasuyuki;Horstmann, Malin Elisabeth;Hou, Suen;Housenga, Mason Ray;Howard, Alissa Shirley-Ann;Howarth, James William;Hoya, Joaquin;Hrabovsky, Miroslav;Hrynova, Tetiana;Hsu, Pai-Hsien;Hsu, Shih-Chieh;Hsu, Tao;Hu, Miao;Hu, Qipeng;Huang, Shuhui;Huang, Xinhui;Huang, Yicong;Huang, Yingjun;Huang, Yan;Huang, Yanping;Huang, Zuchen;Hubacek, Zdenek;Hubner, Michael;Huegging, Fabian;Huffman, Todd Brian;Hufnagel, Mateus;Hugli, Cedrine Alexandra;Huhtinen, Mika;Huiberts, Simon Kristian;Hulsken, Raphael Alain;Hultquist, Charles Elliott;Huseynov, Nazim;Huston, Joey;Huth, John;Hyneman, Rachel Jordan;Iacobucci, Giuseppe;Iakovidis, George;Iconomidou-Fayard, Lydia;Iddon, James Philip;Iengo, Paolo;Iguchi, Ryunosuke;Iiyama, Yutaro;Iizawa, Tomoya;Ikegami, Yoichi;Iliadis, Dimitrios;Ilic, Nikolina;Imam, Hajar;Inacio Goncalves, Guilherme;Infante Cabanas, Sebastian Alonso;Ingebretsen Carlson, Tom;Inglis, James;Introzzi, Gianluca;Iodice, Mauro;Ippolito, Valerio;Irwin, Rebecca Katie;Ishino, Masaya;Islam, Wasikul;Issever, Cigdem;Istin, Serhat;Ito, Hiroki;Iuppa, Roberto;Ivina, Anna;Izzo, Vincenzo;Jacka, Petr;Jackson, Paul;Jain, Prasham;Jakobs, Karl;Jakoubek, Tomas;Jamieson, Jonathan;Jang, Wonho;Javurkova, Martina;Jawahar, Pratik;Jeanty, Laura;Jejelava, Juansher;Jenni, Peter;Jessiman, Callan;Jia, Chen;Jia, Hao;Jia, Jiangyong;Jia, Xuewei;Jia, Zihang;Jiang, Cheng;Jiang, Qimin;Jiggins, Stephen;Jimenez Pena, Javier;Jin, Shan;Jinaru, Adam;Jinnouchi, Osamu;Johansson, Per Daniel Conny;Johns, Kenneth;Johnson, Jacob;Jolly, Fiona Ann;Jones, Dominic;Jones, Eleanor;Jones, Kyle Scott;Jones, Paul;Jones, Roger;Jones, Tim;Joos, Hans Ludwig;Joshi, Roshan;Jovicevic, Jelena;Ju, Xiangyang;Junggeburth, Johannes;Junkermann, Thomas;Juste Rozas, Aurelio;Juzek, Monika Katarzyna;Kabana, Sonia;Kaczmarska, Anna;Kado, Marumi;Kagan, Harris;Kagan, Michael;Kahn, Abraham;Kahra, Christian;Kaji, Toshiaki;Kajomovitz Must, Enrique;Kakati, Nilotpal;Kalaitzidou, Ilia;Kang, Nathan Jihoon;Kar, Deepak;Karava, Kla;Karentzos, Efstathios;Karkout, Osama;Karpov, Sergey;Karpova, Zoya;Kartvelishvili, Vato;Karyukhin, Andrey;Kasimi, Eirini;Katzy, Judith;Kaur, Sandeep;Kawade, Kentaro;Kawale, Mayuri Prabhakar;Kawamoto, Chihiro;Kawamoto, Tatsuo;Kay, Ellis;Kaya, Colette;Kazakos, Stergios;Kazanin, Vassili;Ke, Yan;Keaveney, James;Keeler, Richard;Kehris, Gustavs;Keller, John Stakely;Kempster, Jacob Julian;Kepka, Oldrich;Kerr, Justin;Kerridge, Benjamin Philip;Kersevan, Borut Paul;Keszeghova, Lucia;Khan, Raees Ahmad;Khanov, Alexander;Kharlamov, Alexey;Kharlamova, Tatyana;Khoda, Elham;Kholodenko, Marina;Khoo, Teng Jian;Khoriauli, Gia;Khubua, Djemal;Khwaira, Yahya A. R.;Kibirige, Beatty;Kim, Doyeong;Kim, Dongwon;Kim, Young-Kee;Kimura, Naoki;Kingston, Matthew Kevin;Kirchhoff, Andreas;Kirfel, Christian;Kirfel, Florian;Kirk, Julie;Kiryunin, Andrei;Kita, Sayuka;Kitsaki, Chara;Kivernyk, Oleh;Klassen, Martin;Klein, Christoph Thomas;Klein, Lucas;Klein, Matthew Henry;Klein, Sam;Klein, Uta;Klimentov, Alexei;Klioutchnikova, Tatiana;Kluit, Peter;Kluth, Stefan;Kneringer, Emmerich;Knight, Timothy Michael;Knue, Andrea Helen;Kobylianskii, Dmitrii;Koch, Simon Florian;Kocian, Martin;Kodys, Peter;Kock, Daniela;Konig, Philipp Thomas;Koffas, Thomas;Kolay, Orcun;Koletsou, Iro;Komarek, Tomas;Koeneke, Karsten;Kong, Albert;Kono, Takanori;Konstantinidis, Nikolaos;Kontaxakis, Pantelis;Konya, Balazs;Kopeliansky, Revital;Koperny, Stefan Zenon;Korcyl, Krzysztof Marian;Kordas, Kostas;Korn, Andreas;Korn, Steffen;Korolkov, Ilya;Korotkova, Natalia;Kortman, Bryan;Kortner, Oliver;Kortner, Sandra;Kostecka, Will;Kostyukhin, Vadim;Kotsokechagia, Anastasia;Kotwal, Ashutosh;Koulouris, Aimilianos;Kourkoumeli-Charalampidi, Athina;Kourkoumelis, Christine;Kourlitis, Vangelis;Kovanda, Ondrej;Kowalewski, Bob;Kozanecki, Witold;Kozhin, Anatoli;Kramarenko, Viktor;Kramberger, Gregor;Kramer, Peter;Krasny, Mieczyslaw Witold;Krasznahorkay, Attila;Kraus, Arthur Charles;Kraus, Johanna Wanda;Kremer, Jakub;Kresse, Tom;Kretschmann, Lukas;Kretzschmar, Jan;Kreul, Ken Matthias;Krieger, Peter;Krizka, Karol;Kroeninger, Kevin Alexander;Kroha, Hubert;Kroll, Jiri;Kroll, Ira Joseph;Krowpman, Kyle Stuart;Kruchonak, Uladzimir;Krueger, Hans;Krumnack, Nils Erik;Kruse, Mark;Kuchinskaia, Olesia;Kuday, Sinan;Kuehn, Susanne;Kusters, Roman;Kuhl, Thorsten;Kukhtin, Victor;Koultchitski, Yuri;Kuleshov, Serguei;Kumar, Mukesh;Kumari, Neelam;Kumari, Priyanka;Kupco, Alexander;Kupfer, Tobias;Kupich, Andrey;Kuprash, Oleg;Kurashige, Hisaya;Kurchaninov, Leonid;Kurdysh, Oleksii;Kurochkin, Yurii;Kurova, Anastasia;Kuze, Masahiro;Kvam, Audrey Katherine;Kvita, Jiri;Kyriacou, Nicholas;Laatu, Lauri Antti Olavi;Lacasta Llacer, Carlos;Lacava, Francesco;Lacker, Heiko Markus;Lacour, Didier;Lad, Nisha Nareshbhai;Ladygin, Evgueni;Lafarge, Arthur;Laforge, Bertrand;Lagouri, Theodota;Lahbabi, Fatima Zahra;Lai, Stan;Lambert, Joseph Earl;Lammers, Sabine Wedam;Lampl, Walter;Lampoudis, Christos;Lamprinoudis, Georgios;Lancaster, Alec;Lancon, Eric;Landgraf, Ulrich;Landon, Murrough;Lang, Valerie;Langrekken, Oda Kristin Berg;Lankford, Andrew James;Lanni, Francesco;Lantzsch, Kerstin;Lanza, Agostino;Lanzac Berrocal, Marta;Laporte, Jean-Francois;Lari, Tommaso;Lasagni Manghi, Federico;Lassnig, Mario;Latonova, Vera;Lawlor, Sean Dean;Lawrence, Zak;Lazaridou, Roxani;M. Lazzaroni;Le, Hieu;Le Boulicaut Ennis, Elise Maria;Le Pottier, Luc Tomas;Leban, Blaz;LeBlanc, Matt;Ledroit, Fabienne;Lee, Shih-Chang;Lee, Ting Fung;Leeuw, Lerothodi Leonard;Lefebvre, Michel;Leggett, Charles;Lehmann Miotto, Giovanna;Leigh, Matthew;Leight, William Axel;Leinonen, Waltteri;Leisos, Antonios;Lisboa Leite, Marco;Leitgeb, Clara Elisabeth;Leitner, Rupert;Leney, Katharine;Lenz, Tatjana;Leone, Sandra;Leonidopoulos, Christos;Leopold, Alexander;Lepage Bourbonnais, Jeremie Harmond;Les, Robert;Lester, Christopher;Levchenko, Mikhail;Leveque, Jessica;Levinson, Lorne;Levrini, Giacomo;Lewicki, Maciej Piotr;Lewis, Charles;Lewis, Daniel;Lewitt, Lucy;Li, Ang;Li, Bing;Li, Chihao;Li, Changqiao;Li, Heng;Li, Han;Li, Huanguo;Li, Hui;Li, Haifeng;Li, Jialin;Li, Ke;Li, Liang;Li, Runze;Li, Shuqi;Li, Shu;Li, Tong;Li, Xingguo;Li, Zhelun;Li, Zhan;Li, Zhijie;Liang, Shiyi;Liang, Zhijun;Liberatore, Marianna;Liberti, Barbara;Lie, Ki;Lieber Marin, Juan;Lien, Hsuan-Chu;Lin, Hui-Chi;Linden, Lars;Lindley, Rachel Elizabeth;Lindon, Jack;Ling, Jerry;Lipeles, Elliot;Lipniacka, Anna;Lister, Alison;Little, Jared;Liu, Bo;Liu, Bingxuan;Liu, Danning;Liu, Eric Hsien Lung;Liu, Jesse;Liu, Kang;Liu, Kun;Liu, Minghui;Liu, Mingyi;Liu, Peilian;Liu, Qibin;Liu, Xiaotian;Liu, Xinyan;Liu, Yang;Liu, Yanlin;Liu, Yanwen;Lloyd, Steve;Lobodzinska, Ewelina Maria;Loch, Peter;Lodhi, Eesha;Lohse, Thomas;Lohwasser, Kristin;Loiacono, Eleonora;Lomas, Joshua David;Long, Jonathan;Longarini, Iacopo;Longo, Riccardo;Lopez Solis, Alvaro;Lopez-Canelas, Nicholas Albert;Lorenzo Martinez, Narei;Lory, Alexander;Losada, Martha Alice;Loeschcke Centeno, Gianna;Loseva, Olesia;Lou, Xuanhong;Lou, Xinchou;Lounis, Abdenour;Love, Peter;Lu, Gangcheng;Lu, Miaoran;Lu, Sicong;Lu, Yun-Ju;Lubatti, Henry;Luci, Claudio;Lucio Alves, Fabio Lucio;Luehring, Fred;Lunday, Benjamin Sterling;Lundberg, Olof;Lund-Jensen, Bengt;Luongo, Nicholas;Lutz, Margaret;Lux, Adam Brayton;Lynn, David;Lysak, Roman;Lytken, Else;Lyubushkin, Vladimir;Lyubushkina, Tatiana;Lyukova, Mars;Soberi, Firdaus;Ma, Hong;Ma, Kuo;Ma, Lianliang;Ma, Wenhao;Ma, Yanhui;Macdonald, Jack;Machado De Abreu Farias, Paulo Cesar;Madar, Romain;Madula, Thandikire;Maeda, Junpei;Maeno, Tadashi;Mafa, Pedro Takisa;Maguire, Helen Ruth;Maiboroda, Vera;Maio, Amelia;Maj, Klaudia;Majersky, Oliver;Majewski, Stephanie;Makhmanazarov, Ramdas;Makovec, Nikola;Maksimovic, Veljko;Malaescu, Bogdan;Malecki, Pawel;Maleev, Victor;Malek, Fairouz;Mali, Miha;Malito, Davide;Mallik, Usha;Maltezos, Stavros;Malyukov, Sergey;Mamuzic, Judita;Mancini, Giada;Mancini, Maya Nicole;Manco, Giulia;Mandalia, Jesal;Mandarry, Shaadil Shah;Mandic, Igor;Manhaes De Andrade Filho, Luciano;Maniatis, Ioannis Michail;Manjarres, Joany;Mankad, Dvij;Mann, Alexander;Manzoni, Stefano;Mao, Lining;Mapekula, Xola Gugulethu;Marantis, Alexandros;Marchiori, Giovanni;Marcisovsky, Michal;Marcon, Caterina;Marinescu, Mihaela;Marium, Sadia;Marjanovic, Marija;Markhoos, Ahmed;Markovitch, Mathieu;Maroun, Matthew Kenneth;Marshall, Emma;Marshall, Zach;Marti I Garcia, Salvador;Martin, Juliette;Martin, Tim;Martin, Victoria;Martin Dit Latour, Bertrand;Martinelli, Luca;Martinez-Perez, Mario;Martinez Agullo, Pablo;Martinez Outschoorn, Verena Ingrid;Martinez Suarez, Paula;Martin-Haugh, Stewart;Martinovicova, Gabriela;Martoiu, Sorin;Martynwood, Alex Christopher;Marzin, Antoine;Mascione, Daniela;Masetti, Lucia;Masik, Jiri;Maslennikov, Alexei;Mason, Sylvia Louise;Massarotti, Paolo;Mastrandrea, Paolo;Mastroberardino, Anna;Masubuchi, Tatsuya;Mathew, Timothy Thankachen;Matousek, Jan;Mattern, Donna Maria;Maurer, Julien;Maurin, Theo;Maury, Arnaud Jean;Macek, Bostjan;Maximov, Dmitriy;May, Alexander;Mayer, Eva;Mazini, Rachid;Maznas, Ioannis;Mazza, Maria;Mazza, Simone Michele;E. Mazzeo;Mc Gowan, John Patrick;Mc Kee, Shawn;Mc Lean, Christine Angela;Mccracken, Callum;Mcdonald, Millie;Mcdougall, Ashley Ellen;Mcelhinney, Luke Francis;Mcfayden, Josh;Mc Govern, Bobby;Mckenzie, Ryan Peter;Mclachlan, Thomas Christopher;Mclaughlin, Donal Joseph;Mcmahon, Steve;Mcpartland, Conor;Mcpherson, Rob;Mehlhase, Sascha;Mehta, Andrew;Melini, Davide;Mellado Garcia, Bruce;Melo, Andres Hugo;Meloni, Federico;Meng, Huan Yu;Meng, Lingxin;Menke, Sven;Mentink, Matthias;Meoni, Evelin;Mercado, Gretel;Merianos, Spyridon;Merlassino, Claudia;C. Meroni;Metcalfe, Jessica;Mete, Alaettin Serhan;Meuser, Emanuel;Meyer, Chris;Meyer, Jean-Pierre;Middleton, Robin;Mijovic, Liza;Mikenberg, George;Mikestikova, Marcela;Mikuz, Marko;Mildner, Hannes;Milic, Adriana;Miller, David;Miller, Eric Haynes;Miller, Laura Stephanie;Milov, Alexander;Milstead, David Anthony;Min, Tianjue;Minaenko, Andrei;Minashvili, Irakli;Mincer, Allen Irving;Mindur, Bartosz;Mineev, Mikhail;Mino, Yuya;Mir Martinez, Lluisa Maria;Miralles Lopez, Marcos;Mironova, Maria;Missio, Marion;Mitra, Ankush;Mitsou, Vasiliki;Mitsumori, Yuki;Miu, Ovidiu;Miyagawa, Paul;Mkrtchyan, Tigran;Mlinarevic, Marin;Mlinarevic, Toni;Mlynarikova, Michaela;Mobius, Silke;Mogg, Philipp;Mohamed Farook, Mohamed Hijas;Mohammed, Abdualazem Fadol;Mohapatra, Soumya;Mohiuddin, Saad;Mokgatitswane, Gaogalalwe;Moleri, Luca;Mondal, Buddhadeb;Mondal, Santu;Mönig, Klaus;Monnier, Emmanuel;Monsonis Romero, Luis;Montejo Berlingen, Javier;Montella, Alessandro;Montella, Marco;Montereali, Federico;Monticelli, Fernando;Monzani, Simone;Morancho Tarda, Arnau;Morange, Nicolas;Moreira De Carvalho, Ana Luisa;Moreno Llacer, Maria;Moreno Martinez, Carlos;Moreno Perez, Juan Manuel;Morettini, Paolo;Morgenstern, Stefanie;Morii, Masahiro;Morinaga, Masahiro;Moritsu, Manabu;Morodei, Federico;Moschovakos, Paris;Moser, Brian;Mosidze, Maia;Moskalets, Tetiana;Moskvitina, Polina;Moss, Joshua;Moszkowicz, Piotr;Moussa, Abdelilah;Moyal, Yftach;Moyse, Edward;Mtintsilana, Onesimo;Muanza, Steve;Mueller, James Alfred;Mueller, Roman;Mullier, Geoffrey;Mullin, Anna Jane;Mullin, Joseph;Mulski, Alexis Elizabeth;Mungo, Davide;Munoz Perez, David;Munoz Sanchez, Francisca;Murin, Martin;Murray, Bill;Muskinja, Miha;Mwewa, Chilufya;Myagkov, Alexei;Myers, Andrew Joel;Myers, Greg;Myska, Miroslav;Nachman, Ben;Nagai, Koichi;Nagano, Kunihiro;Nagasaka, Ren;Nagle, James Lawrence;Nagy, Elemer;Nairz, Armin;Higuchi, Yu Nakahama;Nakamura, Koji;Nakkalil, Keerthi;Nanjo, Hajime;Narayanan, Easwar Anand;Narukawa, Yoshifumi;Naryshkin, Iurii;L. Nasella;Nasri, Salah;Nass, Christian;Navarro, Gabriela Alejandra;Navarro Gonzalez, Josep;Nayaz, Abdullah;Nechaeva, Polina;Nechaeva, Serafima;Nechansky, Filip;Nedic, Luka;Neep, Thomas James;Negri, Andrea;Negrini, Matteo;Nellist, Clara;Nelson, Christina;Nelson, Kevin Michael;Nemecek, Stanislav;Nessi, Marzio;Neubauer, Mark;Neuhaus, Friedemann;Newell, Joshua;Newman, Paul Richard;Ng, Ying Wun Yvonne;Ngair, Badr-Eddine;Nguyen, Hoang Dai Nghia;Nickerson, Richard;Nikolaidou, Rosy;Nielsen, Jason;Niemeyer, Marcel;Niermann, Joana;Nikiforou, Nikiforos;Nikolaenko, Vladimir;Nikolic, Irena;Nilsson, Paul;Ninca, Ilona-Stefana;Ninio, Gadi;Nisati, Aleandro;Nishu, Nishu;Nisius, Richard;Nitika, Nitika;Nitschke, Jan-Eric;Nkadimeng, Edward Khomotso;Nobe, Takuya;Nommensen, Thomas;Norfolk, Mitch;Norman, Bryce John;Noury, Meryem;Novak, Jakob;Novak, Tadej;Novotny, Radek;Nozka, Libor;Ntekas, Kostas;Nunes De Moura Junior, Natanael;Ocariz, Jose Humberto;Ochi, Atsuhiko;Ochoa, Inês;Ördek, Serhat;Offermann, Jan Tuzlic;Ogrodnik, Agnieszka Ewa;Oh, Alexander;Ohm, Christian;Oide, Hideyuki;Oishi, Reiyo;Ojeda, Martina Laura;Okumura, Yasuyuki;Seabra, Luis;Oleksiyuk, Ivan;Olivares Pino, Sebastian Andres;Oliveira Correa, Gabriel;Oliveira Damazio, Denis;Oliver, Jason;Oncel, Ogul;O'Neill, Aaron Paul;Onofre, Antonio;Onyisi, Peter;Oreglia, Mark;Orestano, Domizia;Orr, Robert;Osojnak, Lauren Melissa;Osumi, Yuya;Otero Y Garzon, Gustavo;Otono, Hidetoshi;Ottino, Gregory James;Ouchrif, Mohamed;Ould-Saada, Farid;Ovsiannikova, Tatiana;Owen, Mark Andrew;Owen, Rhys Edward;Özcan, Erkcan;Ozturk, Ferhat;Ozturk, Nurcan;Ozturk, Sertac;Pacey, Holly;Pachal, Katherine;Pacheco Pages, Andreu;Padilla Aranda, Cristobal;Padovano, Giovanni;Pagan Griso, Simone;Palacino Caviedes, Gabriel David;Palazzo, Alessandra;Pampel, Jonathan;Pan, Jingjing;Pan, Tong;Panchal, Dev;Pandini, Carlo;Panduro Vazquez, William;Pandya, Hitarthi Deepak;Pang, Hao;Pani, Priscilla;Panizzo, Giancarlo;Panwar, Lata;Paolozzi, Lorenzo;Parajuli, Santosh;Paramonov, Alexander;Paraskevopoulos, Christos;Paredes Hernandez, Daniela Katherinne;Pareti, Andrea;Park, Ki Ryeong;Park, Tae Hyoun;Parodi, Fabrizio;Parsons, John;Parzefall, Ulrich;Pascual, Bruna;Pascual Dominguez, Luis;Pasqualucci, Enrico;Passaggio, Stefano;Pastore, Francesca;Patel, Pragati;Patel, Utsav Mukesh;Pater, Jo;Pauly, Thilo;Pauwels, Franciszek;Pazos, Camila;Pedersen, Maiken;Pedro, Rute;Peleganchuk, Sergey;Penc, Ondrej;Pender, Emily Alexandra;Peng, Shaogang;Penn, Gregory Douglas;Penski, Katrin Elisabeth;Penzin, Maksim;Sotto-Maior Peralva, Bernardo;Peixoto, Ana;Pereira Sánchez, Laura;Perepelitsa, Dennis;Perera, G Shani Nimeshika;Perez Codina, Estel;Perganti, Maria;Pernegger, Heinz;Perrella, Sabrina;Perrin, Oceane;Peters, Krisztian;Peters, Reinhild;Petersen, Brian;Petersen, Troels;Petit, Elisabeth;Petousis, Vlasios;Petridou, Chariclia;Petru, Tadeas;Petrukhin, Alexey;Pettee, Mariel;Petukhov, Aleksandr;Mihule, Kristina;Pezoa Rivera, Raquel;Pezzotti, Lorenzo;Pezzullo, Gianantonio;Pfaffenbichler, Lukas;Pfleger, Alexander J;Pham, Minh Tuan;Pham, Joni;Phillips, Peter;Piacquadio, Giacinto;Pianori, Elisabetta;Piazza, Federica;Piegaia, Ricardo;Pietreanu, Dorel;Pilkington, Andrew;Pinamonti, Michele;Pinfold, James;Pereira, Beatriz;Pinol Bel, Joaquim;Pinto Pinoargote, Andres Eloy;Pintucci, Laura;Piper, Katie;Pirttikoski, Antti;Pizzi, Dylan;Pizzimento, Luca;Plehn, Tilman;Pleier, Marc-Andre;Pleskot, Vojtech;Plotnikova, Elena;Poddar, Gitanjali;Pottgen, Ruth;Poggioli, Luc;Polacek, Stanislav;Polesello, Giacomo;Poley, Anne-Luise;Polini, Alessandro;Pollard, Chris;Pollock, Zachary;Pompa Pacchi, Elena;Pond, Nikita Ivvan;Ponomarenko, Daniil;Pontecorvo, Ludovico;Popa, Stefan;Popeneciu, Gabriel;Poreba, Aleksandra;Portillo Quintero, Dilia Maria;Pospisil, Stanislav;Postill, Michael Antony;Postolache, Petronel;Potamianos, Karolos;Potepa, Patrycja Anna;Potrap, Igor;Potter, Tina;Potti, Harish;Poveda Torres, Ximo;Pozo Astigarraga, Eukeni;Prades Ibanez, Alberto;Pretel, Jose;Price, Darren;Primavera, Margherita;Primomo, Lorenzo;Principe Martin, Miguel Angel;Privara, Radek;Procter, Tomasz;Proffitt, Mason;Proklova, Nadezhda;Prokofiev, Kirill;Proto, Giorgia;Proudfoot, Jimmy;Przybycien, Mariusz;Przygoda, Witold Wojciech;Psallidas, Andreas;Puddefoot, Joshua Eldon;Pudzha, Dennis;Pyatiizbyantseva, Diana;Qian, Jianming;Qian, Rongqian;Dong, Qichen;Qin, Quake;Qiu, Tong;Quadt, Arnulf;Queitsch-Maitland, Michaela;Quétant, Guillaume;Quinn, Ryan;Rabanal Bolanos, Gabriel;Rafanoharana, Dimbiniaina;Raffaeli, Fabiola;F. Ragusa;Rainbolt, Lacey;Raine, John Andrew;Rajagopalan, Srini;Ramakoti, Ekaterina;Rambelli, Lucrezia;Ramirez-Berend, Ian Alejandro;Ran, Kunlin;Rankin, Dylan Sheldon;Rapheeha, Phuti;Rasheed, Hammad;Raskina, Valentina;Rassloff, Damir Fabrice;Rastogi, Angira;Rave, Stefan;Ravera, Simone;Ravina, Baptiste;Ravinovich, Ilia;Raymond, Michel;Read, Alexander Lincoln;Readioff, Nathan Peter;Rebuzzi, Daniela;Reed, Alice;Reeves, Kendall;Reidelsturz, Joshua Aaron;Reikher, David;Rej, Amartya;Rembser, Christoph;Ren, Haoquan;Renda, Michele;Renner, Frederic;Rennie, Adam;Rescia, Alberto;Resconi, Silvia;Ressegotti, Martina;Rettie, Sebastien;Rettie, William;Reyes Rivera, Jose Gabriel;Reynolds, Elliot;Rezanova, Olga;Reznicek, Pavel;Riani, Hanane;Ribaric, Neza;Ricci, Ester;Richter, Robert;Richter, Stefan;Richter-Was, Elzbieta;Ridel, Melissa;Ridouani, Selaiman;Rieck, Patrick;Riedler, Petra;Riefel, Ellen Maria;Rieger, Oliver;Rijssenbeek, Michael;Rimoldi, Marco;Rinaldi, Lorenzo;Rincke, Philipp;Ripellino, Giulia;Riu, Imma;Rivera Vergara, Juan Cristobal;Rizatdinova, Flera;Rizvi, Eram Syed;Roberts, Ryan;Roberts, Sam;Robinson, Dave;Robles Manzano, Maria;Robson, Aidan;Rocchi, Alessandro;Roda, Chiara;Rodriguez Bosca, Sergi;Rodriguez Garcia, Yohany;Rodriguez Vera, Ana Maria;Roe, Shaun;Roemer, Jonas Till;Rohne, Ole;Roland, Christophe;Roloff, Jennifer;Romaniouk, Anatoli;Romano, Emanuele;Romano, Marino;Romero, Anabel;Rompotis, Nikolaos;Roos, Lydia;Rosati, Stefano;Rosser, Benjamin John;Rossi, Eleonora;Rossi, Elvira;Rossi, Leonardo;Rossini, Lorenzo;Rosten, Rachel Christine;Rotaru, Marina;Rottler, Benjamin;Rousseau, David;Rousso, David;Roy-Garand, Sebastien;Rozanov, Alexandre;Rozario, Zefran;Rozen, Yoram;Rubio Jimenez, Adrian;Ruelas Rivera, Victor Hugo;Ruggeri, Tristan Andrew;Ruggiero, Alessandro;Ruiz Martinez, Arantxa;Rummler, Andre;Rurikova, Zuzana;Rusakovich, Nikolai;Russell, Heather;Russo, Graziella;Rutherfoord, John P.;Rutherford Colmenares, Sebastian;Rybar, Martin;Rye, Eli Baverfjord;Ryzhov, Andrey;Sabater Iglesias, Jorge Andres;Sadrozinski, Hartmut;Safai Tehrani, Francesco;Saha, Shreya;Sahinsoy, Merve;Saibel, Andrej;Saifuddin, Burhani Taher;Saimpert, Matthias;Saito, Masahiko;Saito, Tomoyuki;A. Sala;Salamani, Dalila;Salnikov, Andy;Salt, Jose;Salvador Salas, Adrian;Salvatore, Daniela;Salvatore, Fabrizio;Salzburger, Andreas;Sammel, Dirk;Sampson, Elliot James;Sampsonidis, Dimos;Sampsonidou, Despoina;Sanchez Martinez, Francisco Javier;Sanchez Sebastian, Victoria;Sandaker, Heidi;Sander, Christian;Sandesara, Jay Ajitbhai;Sandhoff, Marisa;Sandoval Usme, Carlos;Sanfilippo, Lorenzo;Sankey, David;Sano, Takane;Sansoni, Andrea;Santi, Lorenzo;Santoni, Claudio;Santos, Helena;Santra, Arka;Sanzani, Elisa;Saoucha, Kamal;Mendes Saraiva, Joao Gentil;Sardain, Jad Mathieu;Sasaki, Osamu;Sato, Koji;Sauer, Christof;Sauvan, Emmanuel;Savard, Pierre;Sawada, Ryu;Sawyer, Craig;Sawyer, Lee;Sbarra, Carla;Sbrizzi, Antonio;Scanlon, Timothy Paul;Schaarschmidt, Jana;Schaefer, Uli;Schaffer, R D;Schaile, Dorothee;Schamberger Jr, Robert Dean;Scharf, Christian;Schefer, Meinrad Moritz;Chtcheguelski, Valery;Scheirich, Daniel;Schernau, Michael;Scheulen, Chris;Schiavi, Carlo;Schioppa, Marco;Schlag, Bastian;Schlenker, Stefan;Schmeing, Jonas;Schmidt, Mustafa Andre;Schmieden, Kristof;Schmitt, Christian;Schmitt, Niklas;Schmitt, Stefan;Schoeffel, Laurent Olivier;Schoening, Andre;Scholer, Patrick;Schopf, Elisabeth;Schott, Matthias;Schramm, Steven;Schroer, Tomke;Schultz-Coulon, Hans-Christian;Schumacher, Markus;Schumm, Bruce Andrew;Schune, Philippe;Schwartz, Hava Rhian;Schwartzman, Ariel Gustavo;Schwarz, Thomas Andrew;Schwemling, Philippe;Schwienhorst, Reinhard;Sciacca, Gianfranco;Sciandra, Andrea;Sciolla, Gabriella;Scuri, Fabrizio;Sebastiani, Cristiano;Sedlaczek, Kevin;Seidel, Sally;Seiden, Abraham;Seidlitz, Blair Daniel;Seitz, Claudia;Seixas, Jose;Sekhniaidze, Givi;Selem, Luka;Semprini Cesari, Nicola;Semushin, Artur;Sengupta, Debajyoti;Senthilkumar, Varsha;Serin, Laurent;Sessa, Marco;Severini, Horst;Sforza, Federico;Sfyrla, Anna;Sha, Qiyu;Shabalina, Elizaveta;Shaddix, Hayden Michael;Shah, Aashaq;Shaheen, Rabia;Shahinian, Jeff;Shaked Renous, Dan;Shamim, Mansoora;Shan, Lianyou;Shapiro, Marjorie;Sharma, Abhishek;Sharma, Abhishek;Sharma, Punit;Shatalov, Sppavel;Shaw, Kate;Shaw, Savanna;Shen, Qiuping;Sheppard, Damian Joseph;Sherwood, Peter;Shi, Liaoshan;Shi, Xin;Shimizu, Shima;Shimmin, Chase Owen;Shipsey, Ian;Shirabe, Shohei;Shiyakova, Mariya;Shochet, Mel;Shope, David Richard;Shrestha, Bijay;Shrestha, Suyog;Shreyber, Irina;Shroff, Maheyer Jamshed;Sicho, Petr;Sickles, Anne Marie;Sideras Haddad, Elias;Sidley, Alexandra Claire;Sidoti, Antonio;Siegert, Frank;Sijacki, Dorde;Sili, Francisco;Cardoso Silva, Julia Manuela;Silva Ferreira, Isabella;Silva Oliveira, Marcos Vinicius;Silverstein, Samuel;Simion, Stefan;Simoniello, Rosa;Simpson, Ethan Lewis;Simpson, Harry;Simpson, Liana;Simsek, Sinem;Sindhu, Sreelakshmi;Sinervo, Pekka;Singh, Siddharth;Singh, Sahibjeet;Sinha, Supriya;Sinha, Sukanya;Sioli, Maximiliano;Sioulas, Konstantinos;Siral, Ismet;Sitnikova, Elizaveta;Sjoelin, Joergen;Skaf, Ali;Skorda, Eleni;Skubic, Patrick;Slawinska, Magdalena;Slazyk, Igor;Smakhtin, Vladimir;Smart, Ben Harry;Smirnov, Serge;Smirnov, Yury;Smirnova, Lidia;Smirnova, Oxana;Smith, Andrew Caldon;Smith, Dylan Ronald;Smith, Emily Ann;Smith, James;Smith, Matthew Bruce;Smith, Rachel Emma Clarke;Smitmanns, Hendrik;Smizanska, Maria;Smolek, Karel;Snesarev, Andrei;Snoek, Hella;Snyder, Scott;Sobie, Randy;Soffer, Abi;Solans Sanchez, Carlos;Soldatov, Evgeny;Soldevila Serrano, Urmila;Solodkov, Sanya;Solomon, Shalu;Soloshenko, Aleksey;Solovieva, Ksenia;Solovyanov, Oleg;Sommer, Philip;Sonay, Anil;Song, Wen Yi;Sopczak, Andre;Sopio, Alex;Sopkova, Filomena;Sorenson, Josef Daniel;Sotarriva Alvarez, Isai Roberto;Sothilingam, Varsiha;Soto Sandoval, Orlando Javier;Sottocornola, Simone;Soualah, Rachik;Soumaimi, Zainab;South, David;Soybelman, Nathalie;Spagnolo, Stefania;Spalla, Margherita;Sperlich, Dennis;Spisso, Bernardino;Spiteri, Dwayne Patrick;Spousta, Martin;Staats, Ezekiel;Stamen, Rainer;Stanecka, Ewa;Stanek-Maslouska, Weronika;Stange, Max Vincent;Stanislaus, Beojan;Stanitzki, Marcel;Stapf, Birgit Sylvia;Starchenko, Jenya;Stark, Giordon Holtsberg;Stark, Jan;Staroba, S -U Starovpavel;Starovoitov, Pavel;Staszewski, Rafał;Stavropoulos, George;Stefl, Andreas;Steinberg, Peter Alan;Stelzer, Bernd;Stelzer, Joerg;Stelzer-Chilton, Oliver;Stenzel, Hasko;Stevenson, Thomas James;Stewart, Graeme A;Stewart, Joshua Ryan;Stockton, Mark;Stoicea, Gabriel;Stolarski, Marcin;Stonjek, Stefan;Straessner, Arno;Strandberg, Jonas;Strandberg, Sara;Stratmann, Maren;Strauss, Mike;Strebler, Thomas;Strizenec, Pavol;Strohmer, Raimund;Strom, David;Stroynowski, Ryszard;Strubig, Antonia;Stucci, Stefania Antonia;Stugu, Bjarne;Stupak, John;Styles, Nicholas;Su, Dong;Su, Shixiang;Su, Claudia;Su, Xiaowen;Suchy, Daniel;Sugizaki, Kaito;Sulin, Vladimir;Sullivan, Matthew James;Sultan, D M S;Sultanaliyeva, Laily;Sultanov, Salekh;Sun, Shaojun;Sun, Weiyi;Gudnadottir, Olga;Sur, Nairit;Sutton, Mark;Suzuki, Hisanori;Svatos, Michal;Swiatlowski, Maximilian J;Swirski, Thorben;Sykora, Ivan;Sykora, Martin;Sykora, Tomas;Ta, Duc;Tackmann, Kerstin;Taffard, Anyes;Tafirout, Reda;Tafoya Vargas, Juan Salvador;Takubo, Yosuke;Talby, Mossadek;Talyshev, Alexei;Tam, Kai Chung;Tamir, Nadav Michael;Tanaka, Aoto;Tanaka, Junichi;Tanaka, Reisaburo;Tanasini, Martino;Tao, Zhengcheng;Tapia Araya, Sebastian;Tapprogge, Stefan;Tarek, Ahmed;Tarem, Shlomit;Tariq, Khuram;Tarna, Grigore;Tartarelli, Francesco;Tartarin, Matthias Jean;Tas, Petr;Tasevsky, Marek;Tassi, Enrico;Tate, Aric;Tateno, Gen;Tayalati, Yahya;Taylor, Geoffrey Norman;Taylor, Wendy Jane;Tegetmeier, Anna Sophie;Teixeira-Dias, Pedro;Teoh, Jia Jian;Terashi, Koji;Terron Cuadrado, Juan;Terzo, Stefano;Testa, Marianna;Teuscher, Richard;Thaler, Alexander;Theiner, Ondrej;Theveneaux-Pelzer, Timothee;Thielmann, Oliver;Thomas, David William;Thomas, Juergen;Thompson, Emily Anne;Thompson, Paul;Thomson, Evelyn Jean;Thornberry, Rea;Tian, Chunhao;Tian, Yusong;Tikhomirov, Vladimir. O;Tikhonov, Iouri;Timoshenko, Sergei;Timoshyn, Denys;Ting, Edmund Xiang Lin;Tipton, Paul Louis;Tishelman-Charny, Abraham;Tlou, Humphry;Todome, Kazuki;Todorova-Nová, Šárka;Todt, Stefanie;Toffolin, Leonardo;Togawa, Manabu;Tojo, Junji;Tokar, Stano;Toldaiev, Alex;Tolkachev, Grigorii;Tomoto, Makoto;Tompkins, Lauren Alexandra;Torrence, Eric;Torres, Heberth;Torro Pastor, Emma;Toscani, Mariana;Tosciri, Cecilia;Tost, Marc;Tovey, Daniel;Trefzger, Thomas;Tricoli, Alessandro;Trigger, Isabel;Trincaz-Duvoid, Sophie;Trischuk, Dominique;Tropina, Anastasiia;Truong, Loan;Trzebinski, Maciej;Trzupek, Adam;Tsai, Fang-Ying;Tsai, Meng-Ju;Tsiamis, Angelos;Tsiareshka, Pavel;Tsigaridas, Stergios;Tsirigotis, Apostolos;Tsiskaridze, Vakhtang;Tskhadadze, Edisher;Tsopoulou, Maria-Evanthia;Tsujikawa, Yoshiaki;Tsukerman, Ilia;Tsulaia, Vakhtang;Tsuno, Soshi;Tsuri, Kimu;Tsybyshev, Tsybychev Dmitri;Tu, Yanjun;Tudorache, Alexandra;Tudorache, Valentina;Turchikhin, Semen;Turk Cakir, Ilkay;Turra, Ruggero;Turtuvshin, Tulgaa;Tuts, Mike;Tzamarias, Spyros;Tzovara, Eftychia;Ukegawa, Fumihiko;Ulloa Poblete, Pablo Augusto;Umaka, Ejiro Naomi;Unal, Guillaume;Undrus, Alexander;Ünel, Gokhan;Urban, Josef;Urrejola, Pedro;Usai, Giulio;Ushioda, Risa;Usman, Muhammad;Ustuner, Fuat;Uysal, Zekeriya;Vacek, Vic;Vachon, Brigitte;Vafeiadis, Theodoros;Vaitkus, Andrius;Valderanis, Chrysostomos;Valdes Santurio, Eduardo;Valente, Marco;Valentinetti, Sara;Valero Biot, Alberto;Valiente Moreno, Enrique;Vallier, Alexis;Valls Ferrer, Juan;Van Arneman, Dylan Remberto;Van Daalen, Tal Roelof;Van Der Graaf, Aaron;Van Der Schyf, Hannah;Van Gemmeren, Peter;Van Rijnbach, Milou;Van Stroud, Samuel;Van Vulpen, Ivo;Vana, Pavel;Vanadia, Marco;Vande Voorde, Magdalena;Vandelli, Wainer;Van De Wall, Evan Richard;Vannicola, Damiano;Vannoli, Leonardo;Vari, Riccardo;Varnes, Erich Ward;Varni, Carlo;Varouchas, Dimitris;Varriale, Lorenzo;Varvell, Kevin;Vasile, Matei;Vaslin, Louis;Vasyukov, Artem;Vaughan, Luke Martin;Vavricka, Radek;Vazquez Schroeder, Tamara;Veatch, Jason Robert;Vecchio, Valentina;Veen, Michiel Jan;Velie, Philip M.;Veliscek, Iza;Veloce, Laurelle Maria;Veloso, Filipe;Veneziano, Stefano;Ventura, Andrea;Ventura Gonzalez, Salvador;Verbytskyi, Andrii;Verducci, Monica;Vergis, Christos;Verissimo De Araujo, Micael;Verkerke, Wouter;Vermeulen, Jos;Vernieri, Caterina;Vessella, Makayla;Vetterli, Michel Joseph;Vgenopoulos, Andreas;Viaux Maira, Nicolas;Vickey, Trevor;Vickey Boeriu, Oana;Viehhauser, Georg;Vigani, Luigi;Vigl, Matthias;Villa, Mauro;Villaplana, Miguel;Villhauer, Elena Michelle;Vilucchi, Elisabetta;Vincter, Manuella;Visibile, Andrea;Vittori, Camilla;Vivarelli, Iacopo;Voevodina, Elena;Vogel, Fabian;Vogel, Lorenz;Voigt, Johann Christoph;Vokac, Petr;Volkotrub, Yuriy;Von Torne, Eckhard;Vormwald, Benedikt;Vorobev, Konstantin;Vos, Marcel;Voss, Katharina;Vozak, Matous;Vozdecky, Lubos;Vranjes, Nenad;Vranjes Milosavljevic, Marija;Vreeswijk, Marcel;Vu, Ngoc Khanh;Vuillermet, Raphael;Vujinovic, Olivera;Vukotic, Ilija;Vyas, Ishan Kiritbhai;Wada, Sayaka;Wagner, Cooper;Wagner, Johannes Michael;Wagner, Wolfgang;Wahdan, Shayma;Wahlberg, Hernan Pablo;Waits, Connor Hilton;Walder, James William;Walker, Rodney;Walkowiak, Wolfgang;Wall, Andie;Wallin, Erik Jakob;Wamorkar, Tanvi;Wang, Alex Zeng;Wang, Chen;Wang, Chenliang;Wang, Haichen;Wang, Jiawei;Wang, Peng;Wang, Peng;Wang, Rongkun;Wang, Rui;Wang, Song-Ming;Wang, Shudong;Wang, Tao;Wang, Weitao;Wang, Wei;Wang, Xiaoning;Wang, Xi;Wang, Yuhao;Wang, Yinmiao;Wang, Zirui;Wang, Zhen;Wang, Zhichen;Wanotayaroj, Chaowaroj;Warburton, Andreas;Ward, Robert James;Warnerbring, Adam Leonard;Warrack, Neil;Waterhouse, Sam;Watson, Alan;Watson, Harriet;Watson, Miriam;Watton, Elliot;Watts, Gordon;Waugh, Benedict Martin;Webb, James Maitland;Weber, Christian;Weber, Hannsjorg;Weber, Michele;Weber, Sebastian Mario;Wei, Chuanshun;Wei, Yingjie;Weidberg, Anthony;Weik, Edison James;Weingarten, Jens;Weiser, Christian;Wells, Craig John;Wenaus, Torre;Wendland, Bjoern;Wengler, Thorsten;Wenke, Nina Stephanie;Wermes, Norbert;Wessels, Martin;Wharton, Andrew Mark;White, Aaron Stephen;White, Andrew;White, Martin John;Whiteson, Daniel;Wickremasinghe, Lakmin;Wiedenmann, Werner;Wielers, Monika;Wiglesworth, Craig;Wilbern, Daniel John;Wilkens, Henric;Wilkinson, Jeremy;Williams, Daniel;Williams, Hugh;Williams, Sarah Louise;Willocq, Stephane;Wilson, Benjamin James;Wilson-Edwards, Danielle Joan;Windischhofer, Philipp;Winkel, Federico;Winklmeier, Frank;Winter, Benedict Tobias;Wittgen, Matthias;Wobisch, Markus;Wojtkowski, Thomas;Wolffs, Zef;Wollrath, Julian;Wolter, Marcin;Wolters, Helmut;Wong, Marcus Clark;Woodward, Eleanor Luise;Worm, Steven;Wosiek, Barbara Krystyna;Wozniak, Krzysztof Wieslaw;Wozniewski, Sebastian;Wraight, Kenneth Gibb;Wu, Chonghao;Wu, Minlin;Wu, Mengqing;Wu, Sau Lan;Wu, Xin;Wu, Xingyu;Wu, Yusheng;Wu, Zhibo;Würzinger, Jonas;Wyatt, Terry;Wynne, Benjamin Michael;Xella, Stefania;Xia, Ligang;Xia, Mingming;Xie, Mingzhe;Xiong, Anni;Xiong, Junwen;Xu, Da;Xu, Hao;Xu, Lailin;Xu, Riley;Xu, Tairan;Xu, Yue;Xu, Zhongyukun;Xu, Zifeng;Yabsley, Bruce Donald;Yacoob, Sahal;Yamaguchi, Yohei;Yamashita, Erika;Yamauchi, Hiroki;Yamazaki, Tomohiro;Yamazaki, Yuji;Yan, Siyuan;Yan, Zhen;Yang, Haijun;Yang, Hongtao;Yang, Siqi;Yang, Tianyi;Yang, Xiao;Yang, Xuan;Yang, Yi-Lin;Yang, Yifan;Yao, Wei-Ming;Ye, Hua;Ye, Jingbo;Ye, Shuwei;Ye, Xinmeng;Yeh, Yoran;Yeletskikh, Ivan;Yeo, Beomki;Yexley, Melissa;Yildirim, Tom Philip;Yin, Pengqi;Yorita, Kohei;Younas, Sulman;Young, Christopher;Young, Charlie;Young, Nathan;Yu, Yi;Yuan, Jiarong;Yuan, Man;Yuan, Rui;Yue, Luzhan;Zaazoua, Mohamed;Zabinski, Bartlomiej Henryk;Zahir, Imane;Zak, Zuzanna Katarzyna;Zakareishvili, Tamar;Zambito, Stefano;Zamora Saa, Jilberto Antonio;Zang, Jiaqi;Zanzi, Daniele;R. Zanzottera;Zaplatilek, Ota;Zeitnitz, Christian;Zeng, Hao;Zeng, Jiancong;Zenger, Todd;Zenin, Oleg;Zenis, Tibor;Zenz, Seth;Zerradi, Soufiane;Zerwas, Dirk;Zhai, Mingjie;Zhang, Dengfeng;Zhang, Jie;Zhang, Jinlong;Zhang, Kaili;Zhang, Luxin;Zhang, Lei;Zhang, Peng;Zhang, Rui;Zhang, Sijing;Zhang, Tingyu;Zhang, Xiangke;Zhang, Yulei;Zhang, Yuwen Ebony;Zhang, Yangfan;Zhang, Yixiang;Zhang, Zhicai;Zhang, Zhuolin;Zhang, Zhiqing Philippe;Zhao, Haoran;Zhao, Tongbin;Zhao, Yuzhan;Zhao, Zhengguo;Zhao, Zihan;Zhemchugov, Alexey;Zheng, Jinchao;Zheng, Kai;Zheng, Xiangxuan;Zheng, Zhi;Zhong, Dewen;Zhou, Bing;Zhou, Hao;Zhou, Ning;Zhou, Yan;Zhou, Yong;Zhou, You;Zhu, Chengguang;Zhu, Junjie;Zhu, Xuliang;Zhu, Yifan;Zhu, Yingchun;Zhuang, Xuai;Zhukov, Konstantin;Zimine, Nikolai;Zinsser, Joachim;Ziolkowski, Michal;Zivkovic, Lidija;Zoccoli, Antonio;Zoch, Knut;Zorbas, Theodore;Zormpa, Olga;Zou, Wenkai;Zwalinski, Lukasz

2025

Abstract

The ATLAS experiment at the Large Hadron Collider explores the use of modern neural networks for a multi-dimensional calibration of its calorimeter signal defined by clusters of topologically connected cells (topo-clusters). The Bayesian neural network (BNN) approach not only yields a continuous and smooth calibration function that improves performance relative to the standard calibration but also provides uncertainties on the calibrated energies for each topo-cluster. The results obtained by using a trained BNN are compared to the standard local hadronic calibration and to a calibration provided by training a deep neural network. The uncertainties predicted by the BNN are interpreted in the context of a fractional contribution to the systematic uncertainties of the trained calibration. They are also compared to uncertainty predictions obtained from an alternative estimator employing repulsive ensembles.

Scheda breve

Scheda completa

Scheda completa (DC)

	Settori scientifico-disciplinari dell'articolo (validi dal 09/05/2024)
	
				Settore PHYS-01/A - Fisica sperimentale delle interazioni fondamentali e applicazioni
Settore IMIS-01/B - Misure elettriche ed elettroniche
			
	Data di pubblicazione
	
				16-dic-2025
			
	Rivista in ANCE
	
				SCIPOST PHYSICS
			
	DOI
	
				https://dx.doi.org/10.21468/scipostphys.19.6.155
			
	URL
	
				https://scipost.org/SciPostPhys.19.6.155
			
	Tipologia
	
				Article (author)
			
	Appare nelle tipologie:
	
				01 - Articolo su periodico

File in questo prodotto:

File	Dimensione	Formato
SciPostPhys_19_6_155.pdf accesso aperto Tipologia: Publisher's version/PDF Licenza: Creative commons Dimensione 2.72 MB Formato Adobe PDF Visualizza/Apri	2.72 MB	Adobe PDF	Visualizza/Apri

Pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/1205376

Citazioni

ND

ND

ND

ND

IRIS Institutional Research Information System - AIR Archivio Istituzionale della Ricerca