Low energy event reconstruction in IceCube DeepCore
European Physical Journal C Springer Nature 82:9 (2022) 807
Authors:
R Abbasi, M Ackermann, J Adams, JA Aguilar, M Ahlers, M Ahrens, JM Alameddine, AA Alves, NM Amin, K Andeen, T Anderson, G Anton, C Argüelles, Y Ashida, S Axani, X Bai, A Balagopal V., SW Barwick, B Bastian, V Basu, S Baur, R Bay, JJ Beatty, K-H Becker, J Becker Tjus, J Beise, C Bellenghi, S Benda, S BenZvi, D Berley, E Bernardini, DZ Besson, G Binder, D Bindig, E Blaufuss, S Blot, M Boddenberg, F Bontempo, JY Book, J Borowka, S Böser, O Botner, J Böttcher, E Bourbeau, F Bradascio, J Braun, B Brinson, S Bron, J Brostean-Kaiser, RT Burley, RS Busse, MA Campana, EG Carnie-Bronca, C Chen, Z Chen, D Chirkin, K Choi, BA Clark, K Clark, L Classen, A Coleman, GH Collin, JM Conrad, P Coppin, P Correa, DF Cowen, R Cross, C Dappen, P Dave, C De Clercq, JJ DeLaunay, D Delgado López, H Dembinski, K Deoskar, A Desai, P Desiati, KD de Vries, G de Wasseige, M de With, T De Young, A Diaz, JC Díaz-Vélez, M Dittmer, H Dujmovic, M Dunkman, MA DuVernois, T Ehrhardt, P Eller, R Engel, H Erpenbeck, J Evans, PA Evenson, KL Fan, AR Fazely, A Fedynitch, N Feigl, S Fiedlschuster, AT Fienberg, C Finley, L Fischer, D Fox, A Franckowiak, E Friedman, A Fritz, P Fürst, TK Gaisser, J Gallagher, E Ganster, A Garcia, S Garrappa, L Gerhardt, A Ghadimi, C Glaser, T Glauch, T Glüsenkamp, N Goehlke, JG Gonzalez, S Goswami, D Grant, T Grégoire, S Griswold, C Günther, P Gutjahr, C Haack, A Hallgren, R Halliday, L Halve, F Halzen, M Ha Minh, K Hanson, J Hardin, AA Harnisch, A Haungs, D Hebecker, K Helbing, F Henningsen, EC Hettinger, S Hickford, J Hignight, C Hill, GC Hill, KD Hoffman, R Hoffmann, K Hoshina, W Hou, F Huang, M Huber, T Huber, K Hultqvist, M Hünnefeld, R Hussain, K Hymon, S In, N Iovine, A Ishihara, M Jansson, GS Japaridze, M Jeong, M Jin, BJP Jones, D Kang, W Kang, X Kang, A Kappes, D Kappesser, L Kardum, T Karg, M Karl, A Karle, U Katz, M Kauer, M Kellermann, JL Kelley, A Kheirandish, K Kin, T Kintscher, J Kiryluk, SR Klein, A Kochocki, R Koirala, H Kolanoski, T Kontrimas, L Köpke, C Kopper, S Kopper, DJ Koskinen, P Koundal, M Kovacevich, M Kowalski, T Kozynets, E Krupczak, E Kun, N Kurahashi, N Lad, C Lagunas Gualda, JL Lanfranchi, MJ Larson, F Lauber, JP Lazar, JW Lee, K Leonard, A Leszczynska, Y Li, M Lincetto, QR Liu, M Liubarska, E Lohfink, CJ Lozano Mariscal, L Lu, F Lucarelli, A Ludwig, W Luszczak, Y Lyu, WY Ma, J Madsen, KBM Mahn, Y Makino, S Mancina, IC Maris, I Martinez-Soler, R Maruyama, S McCarthy, T McElroy, F McNally, JV Mead, K Meagher, S Mechbal, A Medina, M Meier, S Meighen-Berger, J Micallef, D Mockler, T Montaruli, RW Moore, R Morse, M Moulai, T Mukherjee, R Naab, R Nagai, U Naumann, J Necker, LV Nguyễn, H Niederhausen, MU Nisa, SC Nowicki, A Obertacke Pollmann, M Oehler, B Oeyen, A Olivas, E O’Sullivan, H Pandya, DV Pankova, N Park, GK Parker, EN Paudel, L Paul, C Pérez de los Heros, L Peters, J Peterson, S Philippen, S Pieper, A Pizzuto, M Plum, Y Popovych, A Porcelli, M Prado Rodriguez, B Pries, GT Przybylski, C Raab, J Rack-Helleis, A Raissi, M Rameez, K Rawlins, IC Rea, Z Rechav, A Rehman, P Reichherzer, R Reimann, G Renzi, E Resconi, S Reusch, W Rhode, M Richman, B Riedel, EJ Roberts, S Robertson, G Roellinghoff, M Rongen, C Rott, T Ruhe, D Ryckbosch, D Rysewyk Cantu, I Safa, J Saffer, P Sampathkumar, SE Sanchez Herrera, A Sandrock, M Santander, S Sarkar, S Sarkar, K Satalecka, M Schaufel, H Schieler, S Schindler, T Schmidt, A Schneider, J Schneider, FG Schröder, L Schumacher, G Schwefer, S Sclafani, D Seckel, S Seunarine, A Sharma, S Shefali, N Shimizu, M Silva, B Skrzypek, B Smithers, R Snihur, J Soedingrekso, D Soldin, C Spannfellner, GM Spiczak, C Spiering, J Stachurska, M Stamatikos, T Stanev, R Stein, J Stettner, T Stezelberger, T Stürwald, T Stuttard, GW Sullivan, I Taboada, S Ter-Antonyan, J Thwaites, S Tilav, F Tischbein, K Tollefson, C Tönnis, S Toscano, D Tosi, A Trettin, M Tselengidou, CF Tung, A Turcati, R Turcotte, CF Turley, JP Twagirayezu, B Ty, MA Unland Elorrieta, N Valtonen-Mattila, J Vandenbroucke, N van Eijndhoven, D Vannerom, J van Santen, J Veitch-Michaelis, S Verpoest, C Walck, W Wang, TB Watson, C Weaver, P Weigel, A Weindl, MJ Weiss, J Weldert, C Wendt, J Werthebach, M Weyrauch, N Whitehorn, CH Wiebusch, N Willey, DR Williams, M Wolf, G Wrede, J Wulff, XW Xu, JP Yanez, E Yildizci, S Yoshida, S Yu, T Yuan, Z Zhang, P ZhelninGraph Neural Networks for Low-Energy Event Classification & Reconstruction in IceCube
(2022)
Authors:
R Abbasi, M Ackermann, J Adams, N Aggarwal, JA Aguilar, M Ahlers, M Ahrens, JM Alameddine, AA Alves, NM Amin, K Andeen, T Anderson, G Anton, C Argüelles, Y Ashida, S Athanasiadou, S Axani, X Bai, A Balagopal V., M Baricevic, SW Barwick, V Basu, R Bay, JJ Beatty, K-H Becker, J Becker Tjus, J Beise, C Bellenghi, S Benda, S BenZvi, D Berley, E Bernardini, DZ Besson, G Binder, D Bindig, E Blaufuss, S Blot, F Bontempo, JY Book, J Borowka, C Boscolo Meneguolo, S Böser, O Botner, J Böttcher, E Bourbeau, J Braun, B Brinson, J Brostean-Kaiser, RT Burley, RS Busse, MA Campana, EG Carnie-Bronca, C Chen, Z Chen, D Chirkin, K Choi, BA Clark, L Classen, A Coleman, GH Collin, A Connolly, JM Conrad, P Coppin, P Correa, S Countryman, DF Cowen, R Cross, C Dappen, P Dave, C De Clercq, JJ DeLaunay, D Delgado López, H Dembinski, K Deoskar, A Desai, P Desiati, KD de Vries, G de Wasseige, T DeYoung, A Diaz, JC Díaz-Vélez, M Dittmer, H Dujmovic, MA DuVernois, T Ehrhardt, P Eller, R Engel, H Erpenbeck, J Evans, PA Evenson, KL Fan, AR Fazely, A Fedynitch, N Feigl, S Fiedlschuster, AT Fienberg, C Finley, L Fischer, D Fox, A Franckowiak, E Friedman, A Fritz, P Fürst, TK Gaisser, J Gallagher, E Ganster, A Garcia, S Garrappa, L Gerhardt, A Ghadimi, C Glaser, T Glauch, T Glüsenkamp, N Goehlke, JG Gonzalez, S Goswami, D Grant, SJ Gray, T Grégoire, S Griswold, C Günther, P Gutjahr, C Haack, A Hallgren, R Halliday, L Halve, F Halzen, H Hamdaoui, M Ha Minh, K Hanson, J Hardin, AA Harnisch, P Hatch, A Haungs, K Helbing, J Hellrung, F Henningsen, L Heuermann, S Hickford, C Hill, GC Hill, KD Hoffman, K Hoshina, W Hou, T Huber, K Hultqvist, M Hünnefeld, R Hussain, K Hymon, S In, N Iovine, A Ishihara, M Jansson, GS Japaridze, M Jeong, M Jin, BJP Jones, D Kang, W Kang, X Kang, A Kappes, D Kappesser, L Kardum, T Karg, M Karl, A Karle, U Katz, M Kauer, JL Kelley, A Kheirandish, K Kin, J Kiryluk, SR Klein, A Kochocki, R Koirala, H Kolanoski, T Kontrimas, L Köpke, C Kopper, DJ Koskinen, P Koundal, M Kovacevich, M Kowalski, T Kozynets, E Krupczak, E Kun, N Kurahashi, N Lad, C Lagunas Gualda, MJ Larson, F Lauber, JP Lazar, JW Lee, K Leonard, A Leszczyńska, M Lincetto, QR Liu, M Liubarska, E Lohfink, C Love, CJ Lozano Mariscal, L Lu, F Lucarelli, A Ludwig, W Luszczak, Y Lyu, WY Ma, J Madsen, KBM Mahn, Y Makino, S Mancina, W Marie Sainte, IC Mariş, S Marka, Z Marka, M Marsee, I Martinez-Soler, R Maruyama, T McElroy, F McNally, JV Mead, K Meagher, S Mechbal, A Medina, M Meier, S Meighen-Berger, Y Merckx, J Micallef, D Mockler, T Montaruli, RW Moore, R Morse, M Moulai, T Mukherjee, R Naab, R Nagai, U Naumann, A Nayerhoda, J Necker, M Neumann, H Niederhausen, MU Nisa, SC Nowicki, A Obertacke Pollmann, M Oehler, B Oeyen, A Olivas, R Orsoe, J Osborn, E O'Sullivan, H Pandya, DV Pankova, N Park, GK Parker, EN Paudel, L Paul, C Pérez de los Heros, L Peters, TC Petersen, J Peterson, S Philippen, S Pieper, A Pizzuto, M Plum, Y Popovych, A Porcelli, M Prado Rodriguez, B Pries, R Procter-Murphy, GT Przybylski, C Raab, J Rack-Helleis, M Rameez, K Rawlins, Z Rechav, A Rehman, P Reichherzer, G Renzi, E Resconi, S Reusch, W Rhode, M Richman, B Riedel, EJ Roberts, S Robertson, S Rodan, G Roellinghoff, M Rongen, C Rott, T Ruhe, L Ruohan, D Ryckbosch, D Rysewyk Cantu, I Safa, J Saffer, D Salazar-Gallegos, P Sampathkumar, SE Sanchez Herrera, A Sandrock, M Santander, S Sarkar, S Sarkar, M Schaufel, H Schieler, S Schindler, B Schlueter, T Schmidt, J Schneider, FG Schröder, L Schumacher, G Schwefer, S Sclafani, D Seckel, S Seunarine, A Sharma, S Shefali, N Shimizu, M Silva, B Skrzypek, B Smithers, R Snihur, J Soedingrekso, A Søgaard, D Soldin, C Spannfellner, GM Spiczak, C Spiering, M Stamatikos, T Stanev, R Stein, T Stezelberger, T Stürwald, T Stuttard, GW Sullivan, I Taboada, S Ter-Antonyan, WG Thompson, J Thwaites, S Tilav, K Tollefson, C Tönnis, S Toscano, D Tosi, A Trettin, CF Tung, R Turcotte, JP Twagirayezu, B Ty, MA Unland Elorrieta, K Upshaw, N Valtonen-Mattila, J Vandenbroucke, N van Eijndhoven, D Vannerom, J van Santen, J Vara, J Veitch-Michaelis, S Verpoest, D Veske, C Walck, W Wang, TB Watson, C Weaver, P Weigel, A Weindl, J Weldert, C Wendt, J Werthebach, M Weyrauch, N Whitehorn, CH Wiebusch, N Willey, DR Williams, M Wolf, G Wrede, J Wulff, XW Xu, JP Yanez, E Yildizci, S Yoshida, S Yu, T Yuan, Z Zhang, P ZhelninSearch for Higgs boson pair production in the two bottom quarks plus two photons final state in pp collisions at s=13 TeV with the ATLAS detector
Physical Review D American Physical Society (APS) 106:5 (2022) 052001
Authors:
G Aad, B Abbott, DC Abbott, A Abed Abud, K Abeling, DK Abhayasinghe, SH Abidi, H Abramowicz, H Abreu, Y Abulaiti, AC Abusleme Hoffman, BS Acharya, B Achkar, L Adam, C Adam Bourdarios, L Adamczyk, L Adamek, J Adelman, A Adiguzel, S Adorni, T Adye, AA Affolder, Y Afik, C Agapopoulou, MN Agaras, J Agarwala, A Aggarwal, C Agheorghiesei, JA Aguilar-Saavedra, A Ahmad, F Ahmadov, WS Ahmed, X Ai, G Aielli, S Akatsuka, M Akbiyik, TPA Åkesson, AV Akimov, K Al Khoury, GL Alberghi, J Albert, MJ Alconada Verzini, S Alderweireldt, M Aleksa, IN Aleksandrov, C Alexa, T Alexopoulos, A Alfonsi, F Alfonsi, M Alhroob, B Ali, S Ali, M Aliev, G Alimonti, C Allaire, BMM Allbrooke, PP Allport, A Aloisio, F Alonso, C Alpigiani, E Alunno Camelia, M Alvarez Estevez, MG Alviggi, Y Amaral Coutinho, A Ambler, L Ambroz, C Amelung, D Amidei, SP Amor Dos Santos, S Amoroso, CS Amrouche, C Anastopoulos, N Andari, T Andeen, JK Anders, SY Andrean, A Andreazza, V Andrei, S Angelidakis, A Angerami, AV Anisenkov, A Annovi, C Antel, MT Anthony, E Antipov, M Antonelli, DJA Antrim, F Anulli, M Aoki, JA Aparisi Pozo, MA Aparo, L Aperio Bella, N Aranzabal, V Araujo Ferraz, C Arcangeletti, ATH Arce, E Arena, J-F Arguin, S Argyropoulos, J-H Arling, AJ Armbruster, A Armstrong, O Arnaez, H Arnold, ZP Arrubarrena Tame, G Artoni, H Asada, K Asai, S Asai, NA Asbah, EM Asimakopoulou, L Asquith, J Assahsah, K Assamagan, R Astalos, RJ Atkin, M Atkinson, NB Atlay, H Atmani, PA Atmasiddha, K Augsten, S Auricchio, VA Austrup, G Avner, G Avolio, MK Ayoub, G Azuelos, D Babal, H Bachacou, K Bachas, F Backman, A Badea, P Bagnaia, H Bahrasemani, AJ Bailey, VR Bailey, JT Baines, C Bakalis, OK Baker, PJ Bakker, E Bakos, D Bakshi Gupta, S Balaji, R Balasubramanian, EM Baldin, P Balek, E Ballabene, F Balli, WK Balunas, J Balz, E Banas, M Bandieramonte, A Bandyopadhyay, L Barak, EL Barberio, D Barberis, M Barbero, G Barbour, KN Barends, T Barillari, M-S Barisits, J Barkeloo, T Barklow, BM Barnett, RM Barnett, A Baroncelli, G Barone, AJ Barr, L Barranco Navarro, F Barreiro, J Barreiro Guimarães da Costa, U Barron, S Barsov, F Bartels, R Bartoldus, G Bartolini, AE Barton, P Bartos, A Basalaev, A Basan, I Bashta, A Bassalat, MJ Basso, CR Basson, RL Bates, S Batlamous, JR Batley, B Batool, M Battaglia, M Bauce, F Bauer, P Bauer, HS Bawa, A Bayirli, JB Beacham, T Beau, PH Beauchemin, F Becherer, P Bechtle, HP Beck, K Becker, C Becot, AJ Beddall, VA Bednyakov, CP Bee, TA Beermann, M Begalli, M Begel, A Behera, JK Behr, C Beirao Da Cruz E Silva, JF Beirer, F Beisiegel, M Belfkir, G Bella, L Bellagamba, A Bellerive, P Bellos, K Beloborodov, K Belotskiy, NL Belyaev, D Benchekroun, Y Benhammou, DP Benjamin, M Benoit, JR Bensinger, S Bentvelsen, L Beresford, M Beretta, D Berge, E Bergeaas Kuutmann, N Berger, B Bergmann, LJ Bergsten, J Beringer, S Berlendis, G Bernardi, C Bernius, FU Bernlochner, T Berry, P Berta, A Berthold, IA Bertram, O Bessidskaia Bylund, S Bethke, A Betti, AJ Bevan, S Bhatta, DS Bhattacharya, P Bhattarai, VS Bhopatkar, R Bi, RM Bianchi, O Biebel, R Bielski, NV Biesuz, M Biglietti, TRV Billoud, M Bindi, A Bingul, C Bini, S Biondi, CJ Birch-sykes, GA Bird, M Birman, T Bisanz, JP Biswal, D Biswas, A Bitadze, C Bittrich, K Bjørke, I Bloch, C Blocker, A Blue, U Blumenschein, J Blumenthal, GJ Bobbink, VS Bobrovnikov, D Bogavac, AG Bogdanchikov, C Bohm, V Boisvert, P Bokan, T Bold, M Bomben, M Bona, M Boonekamp, CD Booth, AG Borbély, HM Borecka-Bielska, LS Borgna, G Borissov, D Bortoletto, D Boscherini, M Bosman, JD Bossio Sola, K Bouaouda, J Boudreau, EV Bouhova-Thacker, D Boumediene, R Bouquet, A Boveia, J Boyd, D Boye, IR Boyko, AJ Bozson, J Bracinik, N Brahimi, G Brandt, O Brandt, F Braren, B Brau, JE Brau, WD Breaden Madden, K Brendlinger, R Brener, L Brenner, R Brenner, S Bressler, B Brickwedde, DL Briglin, D Britton, D Britzger, I Brock, R Brock, G Brooijmans, WK Brooks, E Brost, PA Bruckman de Renstrom, B Brüers, D Bruncko, A Bruni, G Bruni, M Bruschi, N Bruscino, L Bryngemark, T Buanes, Q Buat, P Buchholz, AG Buckley, IA Budagov, MK Bugge, O Bulekov, BA Bullard, TJ Burch, S Burdin, CD Burgard, AM Burger, B Burghgrave, JTP Burr, CD Burton, JC Burzynski, V Büscher, PJ Bussey, JM Butler, CM Buttar, JM Butterworth, W Buttinger, CJ Buxo Vazquez, AR Buzykaev, G Cabras, S Cabrera Urbán, D Caforio, H Cai, VMM Cairo, O Cakir, N Calace, P Calafiura, G Calderini, P Calfayan, G Callea, LP Caloba, A Caltabiano, S Calvente Lopez, D Calvet, S Calvet, TP Calvet, M Calvetti, R Camacho Toro, S Camarda, D Camarero Munoz, P Camarri, MT Camerlingo, D Cameron, C Camincher, M Campanelli, A Camplani, V Canale, A Canesse, M Cano Bret, J Cantero, Y Cao, M Capua, A Carbone, R Cardarelli, F Cardillo, G Carducci, T Carli, G Carlino, BT Carlson, EM Carlson, L Carminati, M Carnesale, RMD Carney, S Caron, E Carquin, S Carrá, G Carratta, JWS Carter, TM Carter, D Casadei, MP Casado, AF Casha, EG Castiglia, FL Castillo, L Castillo Garcia, V Castillo Gimenez, NF Castro, A Catinaccio, JR Catmore, A Cattai, V Cavaliere, N Cavalli, V Cavasinni, E Celebi, F Celli, K Cerny, AS Cerqueira, A Cerri, L Cerrito, F Cerutti, A Cervelli, SA Cetin, Z Chadi, D Chakraborty, M Chala, J Chan, WS Chan, WY Chan, JD Chapman, B Chargeishvili, DG Charlton, TP Charman, M Chatterjee, CC Chau, S Chekanov, SV Chekulaev, GA Chelkov, A Chen, B Chen, C Chen, CH Chen, H Chen, H Chen, J Chen, J Chen, J Chen, S Chen, SJ Chen, X Chen, X Chen, Y Chen, Y-H Chen, CL Cheng, HC Cheng, HJ Cheng, A Cheplakov, E Cheremushkina, R Cherkaoui El Moursli, E Cheu, K Cheung, L Chevalier, V Chiarella, G Chiarelli, G Chiodini, AS Chisholm, A Chitan, I Chiu, YH Chiu, MV Chizhov, K Choi, AR Chomont, Y Chou, EYS Chow, LD Christopher, MC Chu, X Chu, J Chudoba, JJ Chwastowski, D Cieri, KM Ciesla, V Cindro, IA Cioară, A Ciocio, F Cirotto, ZH Citron, M Citterio, DA Ciubotaru, BM Ciungu, A Clark, PJ Clark, JM Clavijo Columbie, SE Clawson, C Clement, L Clissa, Y Coadou, M Cobal, A Coccaro, J Cochran, RF Coelho Barrue, R Coelho Lopes De, S Coelli, H Cohen, AEC Coimbra, B Cole, J Collot, P Conde Muiño, SH Connell, IA Connelly, EI Conroy, F Conventi, HG Cooke, AM Cooper-Sarkar, F Cormier, LD Corpe, M Corradi, EE Corrigan, F Corriveau, MJ Costa, F Costanza, D Costanzo, BM Cote, G Cowan, JW Cowley, J Crane, K Cranmer, RA Creager, S Crépé-Renaudin, F Crescioli, M Cristinziani, M Cristoforetti, V Croft, G Crosetti, A Cueto, T Cuhadar Donszelmann, H Cui, AR Cukierman, WR Cunningham, S Czekierda, P Czodrowski, MM Czurylo, MJ Da Cunha Sargedas De Sousa, JV Da Fonseca Pinto, C Da Via, W Dabrowski, T Dado, S Dahbi, T Dai, C Dallapiccola, M Dam, G D’amen, V D’Amico, J Damp, JR Dandoy, MF Daneri, M Danninger, V Dao, G Darbo, S Darmora, A Dattagupta, S D’Auria, C David, T Davidek, DR Davis, B Davis-Purcell, I Dawson, K De, R De Asmundis, M De Beurs, S De Castro, N De Groot, P de Jong, H De la Torre, A De Maria, D De Pedis, A De Salvo, U De Sanctis, M De Santis, A De Santo, JB De Vivie De Regie, DV Dedovich, J Degens, AM Deiana, J Del Peso, Y Delabat Diaz, F Deliot, CM Delitzsch, M Della Pietra, D Della Volpe, A Dell’Acqua, L Dell’Asta, M Delmastro, PA Delsart, S Demers, M Demichev, SP Denisov, L D’Eramo, D Derendarz, JE Derkaoui, F Derue, P Dervan, K Desch, K Dette, C Deutsch, PO Deviveiros, FA Di Bello, A Di Ciaccio, L Di Ciaccio, C Di Donato, A Di Girolamo, G Di Gregorio, A Di Luca, B Di Micco, R Di Nardo, C Diaconu, FA Dias, T Dias Do Vale, MA Diaz, FG Diaz Capriles, J Dickinson, M Didenko, EB Diehl, J Dietrich, S Díez Cornell, C Diez Pardos, A Dimitrievska, W Ding, J Dingfelder, I-M Dinu, SJ Dittmeier, F Dittus, F Djama, T Djobava, JI Djuvsland, MAB Do Vale, D Dodsworth, C Doglioni, J Dolejsi, Z Dolezal, M Donadelli, B Dong, J Donini, A D’onofrio, M D’Onofrio, J Dopke, A Doria, MT Dova, AT Doyle, E Drechsler, E Dreyer, T Dreyer, AS Drobac, D Du, TA du Pree, F Dubinin, M Dubovsky, A Dubreuil, E Duchovni, G Duckeck, OA Ducu, D Duda, A Dudarev, M D’uffizi, L Duflot, M Dührssen, C Dülsen, AE Dumitriu, M Dunford, S Dungs, A Duperrin, H Duran Yildiz, M Düren, A Durglishvili, B Dutta, D Duvnjak, BL Dwyer, GI Dyckes, M Dyndal, S Dysch, BS Dziedzic, B Eckerova, MG Eggleston, E Egidio Purcino De Souza, LF Ehrke, T Eifert, G Eigen, K Einsweiler, T Ekelof, Y El Ghazali, H El Jarrari, A El Moussaouy, V Ellajosyula, M Ellert, F Ellinghaus, AA Elliot, N Ellis, J Elmsheuser, M Elsing, D Emeliyanov, A Emerman, Y Enari, J Erdmann, A Ereditato, PA Erland, M Errenst, M Escalier, C Escobar, O Estrada Pastor, E Etzion, G Evans, H Evans, MO Evans, A Ezhilov, F Fabbri, L Fabbri, V Fabiani, G Facini, V Fadeyev, RM Fakhrutdinov, S Falciano, PJ Falke, S Falke, J Faltova, Y Fan, Y Fang, Y Fang, G Fanourakis, M Fanti, M Faraj, A Farbin, A Farilla, EM Farina, T Farooque, SM Farrington, P Farthouat, F Fassi, D Fassouliotis, M Faucci Giannelli, WJ Fawcett, L Fayard, OL Fedin, M Feickert, L Feligioni, A Fell, C Feng, M Feng, MJ Fenton, AB Fenyuk, SW Ferguson, J Ferrando, A Ferrari, P Ferrari, R Ferrari, D Ferrere, C Ferretti, F Fiedler, A Filipčič, F Filthaut, MCN Fiolhais, L Fiorini, F Fischer, WC Fisher, T Fitschen, I Fleck, P Fleischmann, T Flick, BM Flierl, L Flores, LR Flores Castillo, FM Follega, N Fomin, JH Foo, GT Forcolin, BC Forland, A Formica, FA Förster, AC Forti, E Fortin, MG Foti, D Fournier, H Fox, P Francavilla, S Francescato, M Franchini, S Franchino, D Francis, L Franco, L Franconi, M Franklin, G Frattari, AC Freegard, PM Freeman, B Freund, WS Freund, EM Freundlich, D Froidevaux, JA Frost, Y Fu, M Fujimoto, E Fullana Torregrosa, J Fuster, A Gabrielli, A Gabrielli, P Gadow, G Gagliardi, LG Gagnon, GE Gallardo, EJ Gallas, BJ Gallop, R Gamboa Goni, KK Gan, S Ganguly, J Gao, Y Gao, YS Gao, FM Garay Walls, C García, JE García Navarro, JA García Pascual, M Garcia-Sciveres, RW Gardner, D Garg, S Gargiulo, CA Garner, V Garonne, SJ Gasiorowski, P Gaspar, G Gaudio, P Gauzzi, IL Gavrilenko, A Gavrilyuk, C Gay, G Gaycken, EN Gazis, AA Geanta, CM Gee, CNP Gee, J Geisen, M Geisen, C Gemme, MH Genest, S Gentile, S George, T Geralis, LO Gerlach, P Gessinger-Befurt, M Ghasemi Bostanabad, M Ghneimat, A Ghosh, A Ghosh, B Giacobbe, S Giagu, N Giangiacomi, P Giannetti, A Giannini, SM Gibson, M Gignac, DT Gil, BJ Gilbert, D Gillberg, G Gilles, NEK Gillwald, DM Gingrich, MP Giordani, PF Giraud, G Giugliarelli, D Giugni, F Giuli, I Gkialas, EL Gkougkousis, P Gkountoumis, LK Gladilin, C Glasman, GR Gledhill, M Glisic, I Gnesi, M Goblirsch-Kolb, D Godin, S Goldfarb, T Golling, D Golubkov, JP Gombas, A Gomes, R Goncalves Gama, R Gonçalo, G Gonella, L Gonella, A Gongadze, F Gonnella, JL Gonski, S González de la Hoz, S Gonzalez Fernandez, R Gonzalez Lopez, C Gonzalez Renteria, R Gonzalez Suarez, S Gonzalez-Sevilla, GR Gonzalvo Rodriguez, RY González Andana, L Goossens, NA Gorasia, PA Gorbounov, HA Gordon, B Gorini, E Gorini, A Gorišek, AT Goshaw, MI Gostkin, CA Gottardo, M Gouighri, V Goumarre, AG Goussiou, N Govender, C Goy, I Grabowska-Bold, K Graham, E Gramstad, S Grancagnolo, M Grandi, V Gratchev, PM Gravila, FG Gravili, HM Gray, C Grefe, IM Gregor, P Grenier, K Grevtsov, C Grieco, NA Grieser, AA Grillo, K Grimm, S Grinstein, J-F Grivaz, S Groh, E Gross, J Grosse-Knetter, ZJ Grout, C Grud, A Grummer, JC Grundy, L Guan, W Guan, C Gubbels, J Guenther, JGR Guerrero Rojas, F Guescini, D Guest, R Gugel, A Guida, T Guillemin, S Guindon, J Guo, L Guo, Y Guo, R Gupta, S Gurbuz, G Gustavino, M Guth, P Gutierrez, LF Gutierrez Zagazeta, C Gutschow, C Guyot, C Gwenlan, CB Gwilliam, ES Haaland, A Haas, M Habedank, C Haber, HK Hadavand, A Hadef, M Haleem, J Haley, JJ Hall, G Halladjian, GD Hallewell, L Halser, K Hamano, H Hamdaoui, M Hamer, GN Hamity, K Han, L Han, L Han, S Han, YF Han, K Hanagaki, M Hance, MD Hank, R Hankache, E Hansen, JB Hansen, JD Hansen, MC Hansen, PH Hansen, K Hara, T Harenberg, S Harkusha, YT Harris, PF Harrison, NM Hartman, NM Hartmann, Y Hasegawa, A Hasib, S Hassani, S Haug, R Hauser, M Havranek, CM Hawkes, RJ Hawkings, S Hayashida, D Hayden, C Hayes, RL Hayes, CP Hays, JM Hays, HS Hayward, SJ Haywood, F He, Y He, Y He, MP Heath, V Hedberg, AL Heggelund, ND Hehir, C Heidegger, KK Heidegger, WD Heidorn, J Heilman, S Heim, T Heim, B Heinemann, JG Heinlein, JJ Heinrich, L Heinrich, J Hejbal, L Helary, A Held, S Hellesund, CM Helling, S Hellman, C Helsens, RCW Henderson, L Henkelmann, AM Henriques Correia, H Herde, Y Hernández Jiménez, H Herr, MG Herrmann, T Herrmann, G Herten, R Hertenberger, L Hervas, NP Hessey, H Hibi, S Higashino, E Higón-Rodriguez, KK Hill, KH Hiller, SJ Hillier, M Hils, I Hinchliffe, F Hinterkeuser, M Hirose, S Hirose, D Hirschbuehl, B Hiti, O Hladik, J Hobbs, R Hobincu, N Hod, MC Hodgkinson, BH Hodkinson, A Hoecker, J Hofer, D Hohn, T Holm, TR Holmes, M Holzbock, LBAH Hommels, BP Honan, J Hong, TM Hong, JC Honig, A Hönle, BH Hooberman, WH Hopkins, Y Horii, P Horn, LA Horyn, S Hou, J Howarth, J Hoya, M Hrabovsky, A Hrynevich, T Hryn’ova, PJ Hsu, S-C Hsu, Q Hu, S Hu, YF Hu, DP Huang, X Huang, Y Huang, Y Huang, Z Hubacek, F Hubaut, M Huebner, F Huegging, TB Huffman, M Huhtinen, R Hulsken, N Huseynov, J Huston, J Huth, R Hyneman, S Hyrych, G Iacobucci, G Iakovidis, I Ibragimov, L Iconomidou-Fayard, P Iengo, R Ignazzi, R Iguchi, T Iizawa, Y Ikegami, A Ilg, N Ilic, H Imam, T Ingebretsen Carlson, G Introzzi, M Iodice, V Ippolito, M Ishino, W Islam, C Issever, S Istin, JM Iturbe Ponce, R Iuppa, A Ivina, JM Izen, V Izzo, P Jacka, P Jackson, RM Jacobs, BP Jaeger, CS Jagfeld, G Jäkel, KB Jakobi, K Jakobs, T Jakoubek, J Jamieson, KW Janas, G Jarlskog, AE Jaspan, N Javadov, T Javůrek, M Javurkova, F Jeanneau, L Jeanty, J Jejelava, P Jenni, S Jézéquel, J Jia, Z Jia, Y Jiang, S Jiggins, J Jimenez Pena, S Jin, A Jinaru, O Jinnouchi, H Jivan, P Johansson, KA Johns, CA Johnson, DM Jones, E Jones, RWL Jones, TJ Jones, J Jovicevic, X Ju, JJ Junggeburth, A Juste Rozas, A Kaczmarska, M Kado, H Kagan, M Kagan, A Kahn, C Kahra, T Kaji, E Kajomovitz, CW Kalderon, A Kaluza, A Kamenshchikov, M Kaneda, NJ Kang, S Kang, Y Kano, J Kanzaki, D Kar, K Karava, MJ Kareem, I Karkanias, SN Karpov, ZM Karpova, V Kartvelishvili, AN Karyukhin, E Kasimi, C Kato, J Katzy, K Kawade, K Kawagoe, T Kawaguchi, T Kawamoto, G Kawamura, EF Kay, FI Kaya, S Kazakos, VF Kazanin, Y Ke, JM Keaveney, R Keeler, JS Keller, D Kelsey, JJ Kempster, J Kendrick, KE Kennedy, O Kepka, S Kersten, BP Kerševan, S Ketabchi Haghighat, M Khandoga, A Khanov, AG Kharlamov, T Kharlamova, EE Khoda, TJ Khoo, G Khoriauli, E Khramov, J Khubua, S Kido, M Kiehn, A Kilgallon, E Kim, YK Kim, N Kimura, A Kirchhoff, D Kirchmeier, J Kirk, AE Kiryunin, T Kishimoto, DP Kisliuk, V Kitali, C Kitsaki, O Kivernyk, T Klapdor-Kleingrothaus, M Klassen, C Klein, L Klein, MH Klein, M Klein, U Klein, P Klimek, A Klimentov, F Klimpel, T Klingl, T Klioutchnikova, FF Klitzner, P Kluit, S Kluth, E Kneringer, TM Knight, A Knue, D Kobayashi, M Kobel, M Kocian, T Kodama, P Kodys, DM Koeck, PT Koenig, T Koffas, NM Köhler, M Kolb, I Koletsou, T Komarek, K Köneke, AXY Kong, T Kono, V Konstantinides, N Konstantinidis, B Konya, R Kopeliansky, S Koperny, K Korcyl, K Kordas, G Koren, A Korn, S Korn, I Korolkov, EV Korolkova, N Korotkova, B Kortman, O Kortner, S Kortner, VV Kostyukhin, A Kotsokechagia, A Kotwal, A Koulouris, A Kourkoumeli-Charalampidi, C Kourkoumelis, E Kourlitis, O Kovanda, R Kowalewski, W Kozanecki, AS Kozhin, VA Kramarenko, G Kramberger, D Krasnopevtsev, MW Krasny, A Krasznahorkay, JA Kremer, J Kretzschmar, K Kreul, P Krieger, F Krieter, S Krishnamurthy, A Krishnan, M Krivos, K Krizka, K Kroeninger, H Kroha, J Kroll, J Kroll, KS Krowpman, U Kruchonak, H Krüger, N Krumnack, MC Kruse, JA Krzysiak, A Kubota, O Kuchinskaia, S Kuday, D Kuechler, JT Kuechler, S Kuehn, T Kuhl, V Kukhtin, Y Kulchitsky, S Kuleshov, M Kumar, N Kumari, M Kuna, A Kupco, T Kupfer, O Kuprash, H Kurashige, LL Kurchaninov, YA Kurochkin, A Kurova, MG Kurth, ES Kuwertz, M Kuze, AK Kvam, J Kvita, T Kwan, C Lacasta, F Lacava, H Lacker, D Lacour, NN Lad, E Ladygin, R Lafaye, B Laforge, T Lagouri, S Lai, IK Lakomiec, N Lalloue, JE Lambert, S Lammers, W Lampl, C Lampoudis, E Lançon, U Landgraf, MPJ Landon, VS Lang, JC Lange, RJ Langenberg, AJ Lankford, F Lanni, K Lantzsch, A Lanza, A Lapertosa, JF Laporte, T Lari, F Lasagni Manghi, M Lassnig, V Latonova, TS Lau, A Laudrain, A Laurier, M Lavorgna, SD Lawlor, M Lazzaroni, B Le, B Leban, A Lebedev, M LeBlanc, T LeCompte, F Ledroit-Guillon, ACA Lee, CA Lee, GR Lee, L Lee, SC Lee, S Lee, LL Leeuw, B Lefebvre, HP Lefebvre, M Lefebvre, C Leggett, K Lehmann, N Lehmann, G Lehmann Miotto, WA Leight, A Leisos, MAL Leite, CE Leitgeb, R Leitner, KJC Leney, T Lenz, S Leone, C Leonidopoulos, A Leopold, C Leroy, R Les, CG Lester, M Levchenko, J Levêque, D Levin, LJ Levinson, DJ Lewis, A Li, B Li, B Li, C Li, C-Q Li, H Li, H Li, J Li, K Li, L Li, M Li, QY Li, S Li, X Li, Y Li, Z Li, Z Li, Z Li, Z Li, Z Liang, M Liberatore, B Liberti, K Lie, K Lin, RA Linck, RE Lindley, JH Lindon, A Linss, AL Lionti, E Lipeles, A Lipniacka, TM Liss, A Lister, JD Little, B Liu, BX Liu, JB Liu, JKK Liu, K Liu, M Liu, MY Liu, P Liu, X Liu, Y Liu, Y Liu, YL Liu, YW Liu, M Livan, A Lleres, J Llorente Merino, SL Lloyd, EM Lobodzinska, P Loch, S Loffredo, T Lohse, K Lohwasser, M Lokajicek, JD Long, RE Long, I Longarini, L Longo, R Longo, I Lopez Paz, A Lopez Solis, J Lorenz, N Lorenzo Martinez, AM Lory, A Lösle, X Lou, X Lou, A Lounis, J Love, PA Love, JJ Lozano Bahilo, G Lu, M Lu, S Lu, YJ Lu, HJ Lubatti, C Luci, FL Lucio Alves, A Lucotte, F Luehring, I Luise, L Luminari, B Lund-Jensen, NA Luongo, MS Lutz, D Lynn, H Lyons, R Lysak, E Lytken, F Lyu, V Lyubushkin, T Lyubushkina, H Ma, L L., Y Ma, DM Mac Donell, G Maccarrone, CM Macdonald, JC MacDonald, R Madar, WF Mader, M Madugoda Ralalage Don, N Madysa, J Maeda, T Maeno, M Maerker, V Magerl, J Magro, DJ Mahon, C Maidantchik, A Maio, K Maj, O Majersky, S Majewski, N Makovec, B Malaescu, Pa Malecki, VP Maleev, F Malek, D Malito, U Mallik, C Malone, S Maltezos, S Malyukov, J Mamuzic, G Mancini, JP Mandalia, I Mandić, L Manhaes de Andrade Filho, IM Maniatis, M Manisha, J Manjarres Ramos, KH Mankinen, A Mann, A Manousos, B Mansoulie, I Manthos, S Manzoni, A Marantis, L Marchese, G Marchiori, M Marcisovsky, L Marcoccia, C Marcon, M Marjanovic, Z Marshall, S Marti-Garcia, TA Martin, VJ Martin, B Martin dit Latour, L Martinelli, M Martinez, P Martinez Agullo, VI Martinez Outschoorn, S Martin-Haugh, VS Martoiu, AC Martyniuk, A Marzin, SR Maschek, L Masetti, T Mashimo, J Masik, AL Maslennikov, L Massa, P Massarotti, P Mastrandrea, A Mastroberardino, T Masubuchi, D Matakias, T Mathisen, A Matic, N Matsuzawa, J Maurer, B Maček, DA Maximov, R Mazini, I Maznas, SM Mazza, C Mc Ginn, JP Mc Gowan, SP Mc Kee, TG McCarthy, WP McCormack, EF McDonald, AE McDougall, JA Mcfayden, G Mchedlidze, MA McKay, KD McLean, SJ McMahon, PC McNamara, RA McPherson, JE Mdhluli, ZA Meadows, S Meehan, T Megy, S Mehlhase, A Mehta, B Meirose, D Melini, BR Mellado Garcia, F Meloni, A Melzer, ED Mendes Gouveia, AM Mendes Jacques Da Costa, HY Meng, L Meng, S Menke, M Mentink, E Meoni, SAM Merkt, C Merlassino, P Mermod, L Merola, C Meroni, G Merz, O Meshkov, JKR Meshreki, J Metcalfe, AS Mete, C Meyer, J-P Meyer, M Michetti, RP Middleton, L Mijović, G Mikenberg, M Mikestikova, M Mikuž, H Mildner, A Milic, CD Milke, DW Miller, LS Miller, A Milov, DA Milstead, AA Minaenko, IA Minashvili, L Mince, AI Mincer, B Mindur, M Mineev, Y Minegishi, Y Mino, LM Mir, M Miralles Lopez, M Mironova, T Mitani, VA Mitsou, M Mittal, O Miu, PS Miyagawa, Y Miyazaki, A Mizukami, JU Mjörnmark, T Mkrtchyan, M Mlynarikova, T Moa, S Mobius, K Mochizuki, P Moder, P Mogg, AF Mohammed, S Mohapatra, G Mokgatitswane, B Mondal, S Mondal, K Mönig, E Monnier, A Montalbano, J Montejo Berlingen, M Montella, F Monticelli, N Morange, AL Moreira De Carvalho, M Moreno Llácer, C Moreno Martinez, P Morettini, M Morgenstern, S Morgenstern, D Mori, M Morii, M Morinaga, V Morisbak, AK Morley, AP Morris, L Morvaj, P Moschovakos, B Moser, M Mosidze, T Moskalets, P Moskvitina, J Moss, EJW Moyse, S Muanza, J Mueller, R Mueller, D Muenstermann, GA Mullier, JJ Mullin, DP Mungo, JL Munoz Martinez, FJ Munoz Sanchez, M Murin, P Murin, WJ Murray, A Murrone, JM Muse, M Muškinja, C Mwewa, AG Myagkov, AA Myers, G Myers, M Myska, BP Nachman, O Nackenhorst, A Nag Nag, K Nagai, K Nagano, JL Nagle, E Nagy, AM Nairz, Y Nakahama, K Nakamura, H Nanjo, F Napolitano, R Narayan, I Naryshkin, M Naseri, C Nass, T Naumann, G Navarro, J Navarro-Gonzalez, PY Nechaeva, F Nechansky, TJ Neep, A Negri, M Negrini, C Nellist, C Nelson, K Nelson, ME Nelson, S Nemecek, M Nessi, MS Neubauer, F Neuhaus, J Neundorf, R Newhouse, PR Newman, CW Ng, YS Ng, YWY Ng, B Ngair, HDN Nguyen, T Nguyen Manh, RB Nickerson, R Nicolaidou, DS Nielsen, J Nielsen, M Niemeyer, N Nikiforou, V Nikolaenko, I Nikolic-Audit, K Nikolopoulos, P Nilsson, HR Nindhito, A Nisati, N Nishu, R Nisius, T Nitta, T Nobe, DL Noel, Y Noguchi, I Nomidis, MA Nomura, MB Norfolk, RRB Norisam, J Novak, T Novak, O Novgorodova, L Novotny, R Novotny, L Nozka, K Ntekas, E Nurse, FG Oakham, J Ocariz, A Ochi, I Ochoa, JP Ochoa-Ricoux, K O’Connor, S Oda, S Odaka, S Oerdek, A Ogrodnik, A Oh, CC Ohm, H Oide, R Oishi, ML Ojeda, Y Okazaki, MW O’Keefe, Y Okumura, A Olariu, LF Oleiro Seabra, SA Olivares Pino, D Oliveira Damazio, D Oliveira Goncalves, JL Oliver, MJR Olsson, A Olszewski, J Olszowska, ÖO Öncel, DC O’Neil, AP O’neill, A Onofre, PUE Onyisi, H Oppen, RG Oreamuno Madriz, MJ Oreglia, GE Orellana, D Orestano, N Orlando, RS Orr, V O’Shea, R Ospanov, G Otero Y Garzon, H Otono, PS Ott, GJ Ottino, M Ouchrif, J Ouellette, F Ould-Saada, A Ouraou, Q Ouyang, M Owen, RE Owen, VE Ozcan, N Ozturk, S Ozturk, J Pacalt, HA Pacey, K Pachal, A Pacheco Pages, C Padilla Aranda, S Pagan Griso, G Palacino, S Palazzo, S Palestini, M Palka, P Palni, DK Panchal, CE Pandini, JG Panduro Vazquez, P Pani, G Panizzo, L Paolozzi, C Papadatos, S Parajuli, A Paramonov, C Paraskevopoulos, D Paredes Hernandez, SR Paredes Saenz, B Parida, TH Park, AJ Parker, MA Parker, F Parodi, EW Parrish, JA Parsons, U Parzefall, L Pascual Dominguez, VR Pascuzzi, F Pasquali, E Pasqualucci, S Passaggio, F Pastore, P Pasuwan, JR Pater, A Pathak, J Patton, T Pauly, J Pearkes, M Pedersen, L Pedraza Diaz, R Pedro, T Peiffer, SV Peleganchuk, O Penc, C Peng, H Peng, M Penzin, BS Peralva, MM Perego, AP Pereira Peixoto, L Pereira Sanchez, DV Perepelitsa, E Perez Codina, M Perganti, L Perini, H Pernegger, S Perrella, A Perrevoort, K Peters, RFY Peters, BA Petersen, TC Petersen, E Petit, V Petousis, C Petridou, P Petroff, F Petrucci, M Pettee, NE Pettersson, K Petukhova, A Peyaud, R Pezoa, L Pezzotti, G Pezzullo, T Pham, PW Phillips, MW Phipps, G Piacquadio, E Pianori, F Piazza, A Picazio, R Piegaia, D Pietreanu, JE Pilcher, AD Pilkington, M Pinamonti, JL Pinfold, C Pitman Donaldson, DA Pizzi, L Pizzimento, A Pizzini, M-A Pleier, V Plesanovs, V Pleskot, E Plotnikova, P Podberezko, R Poettgen, R Poggi, L Poggioli, I Pogrebnyak, D Pohl, I Pokharel, G Polesello, A Poley, A Policicchio, R Polifka, A Polini, CS Pollard, ZB Pollock, V Polychronakos, D Ponomarenko, L Pontecorvo, S Popa, GA Popeneciu, L Portales, DM Portillo Quintero, S Pospisil, P Postolache, K Potamianos, IN Potrap, CJ Potter, H Potti, T Poulsen, J Poveda, TD Powell, G Pownall, ME Pozo Astigarraga, A Prades Ibanez, P Pralavorio, MM Prapa, S Prell, D Price, M Primavera, MA Principe Martin, ML Proffitt, N Proklova, K Prokofiev, F Prokoshin, S Protopopescu, J Proudfoot, M Przybycien, D Pudzha, P Puzo, D Pyatiizbyantseva, J Qian, Y Qin, A Quadt, M Queitsch-Maitland, G Rabanal Bolanos, F Ragusa, G Rahal, JA Raine, S Rajagopalan, K Ran, DF Rassloff, DM Rauch, S Rave, B Ravina, I Ravinovich, M Raymond, AL Read, NP Readioff, DM Rebuzzi, G Redlinger, K Reeves, D Reikher, A Reiss, A Rej, C Rembser, A Renardi, M Renda, MB Rendel, AG Rennie, S Resconi, ED Resseguie, S Rettie, B Reynolds, E Reynolds, M Rezaei Estabragh, OL Rezanova, P Reznicek, E Ricci, R Richter, S Richter, E Richter-Was, M Ridel, P Rieck, P Riedler, O Rifki, M Rijssenbeek, A Rimoldi, M Rimoldi, L Rinaldi, TT Rinn, MP Rinnagel, G Ripellino, I Riu, P Rivadeneira, JC Rivera Vergara, F Rizatdinova, E Rizvi, C Rizzi, BA Roberts, SH Robertson, M Robin, D Robinson, CM Robles Gajardo, M Robles Manzano, A Robson, A Rocchi, C Roda, S Rodriguez Bosca, A Rodriguez Rodriguez, AM Rodríguez Vera, S Roe, J Roggel, O Røhne, RA Rojas, B Roland, CPA Roland, J Roloff, A Romaniouk, M Romano, AC Romero Hernandez, N Rompotis, M Ronzani, L Roos, S Rosati, G Rosin, BJ Rosser, E Rossi, E Rossi, E Rossi, LP Rossi, L Rossini, R Rosten, M Rotaru, B Rottler, D Rousseau, D Rousso, G Rovelli, A Roy, A Rozanov, Y Rozen, X Ruan, AJ Ruby, TA Ruggeri, F Rühr, A Ruiz-Martinez, A Rummler, Z Rurikova, NA Rusakovich, HL Russell, L Rustige, JP Rutherfoord, EM Rüttinger, M Rybar, EB Rye, A Ryzhov, JA Sabater Iglesias, P Sabatini, L Sabetta, HF-W Sadrozinski, R Sadykov, F Safai Tehrani, B Safarzadeh Samani, M Safdari, P Saha, S Saha, M Sahinsoy, A Sahu, M Saimpert, M Saito, T Saito, D Salamani, G Salamanna, A Salnikov, J Salt, A Salvador Salas, D Salvatore, F Salvatore, A Salzburger, D Sammel, D Sampsonidis, D Sampsonidou, J Sánchez, A Sanchez Pineda, V Sanchez Sebastian, H Sandaker, CO Sander, IG Sanderswood, JA Sandesara, M Sandhoff, C Sandoval, DPC Sankey, M Sannino, Y Sano, A Sansoni, C Santoni, H Santos, SN Santpur, A Santra, KA Saoucha, A Sapronov, JG Saraiva, J Sardain, O Sasaki, K Sato, C Sauer, F Sauerburger, E Sauvan, P Savard, R Sawada, C Sawyer, L Sawyer, I Sayago Galvan, C Sbarra, A Sbrizzi, T Scanlon, J Schaarschmidt, P Schacht, D Schaefer, L Schaefer, U Schäfer, AC Schaffer, D Schaile, RD Schamberger, E Schanet, C Scharf, N Scharmberg, VA Schegelsky, D Scheirich, F Schenck, M Schernau, C Schiavi, LK Schildgen, ZM Schillaci, EJ Schioppa, M Schioppa, B Schlag, KE Schleicher, S Schlenker, K Schmieden, C Schmitt, S Schmitt, L Schoeffel, A Schoening, PG Scholer, E Schopf, M Schott, J Schovancova, S Schramm, F Schroeder, H-C Schultz-Coulon, M Schumacher, BA Schumm, Ph Schune, A Schwartzman, TA Schwarz, Ph Schwemling, R Schwienhorst, A Sciandra, G Sciolla, F Scuri, F Scutti, CD Sebastiani, K Sedlaczek, P Seema, SC Seidel, A Seiden, BD Seidlitz, T Seiss, C Seitz, JM Seixas, G Sekhniaidze, SJ Sekula, L Selem, N Semprini-Cesari, S Sen, C Serfon, L Serin, L Serkin, M Sessa, H Severini, S Sevova, F Sforza, A Sfyrla, E Shabalina, R Shaheen, JD Shahinian, NW Shaikh, D Shaked Renous, LY Shan, M Shapiro, A Sharma, AS Sharma, S Sharma, PB Shatalov, K Shaw, SM Shaw, P Sherwood, L Shi, CO Shimmin, Y Shimogama, JD Shinner, IPJ Shipsey, S Shirabe, M Shiyakova, J Shlomi, MJ Shochet, J Shojaii, DR Shope, S Shrestha, EM Shrif, MJ Shroff, E Shulga, P Sicho, AM Sickles, E Sideras Haddad, O Sidiropoulou, A Sidoti, F Siegert, Dj Sijacki, MV Silva Oliveira, SB Silverstein, S Simion, R Simoniello, S Simsek, P Sinervo, V Sinetckii, S Singh, S Sinha, S Sinha, M Sioli, I Siral, S Yu Sivoklokov, J Sjölin, A Skaf, E Skorda, P Skubic, M Slawinska, K Sliwa, V Smakhtin, BH Smart, J Smiesko, S Yu Smirnov, Y Smirnov, LN Smirnova, O Smirnova, EA Smith, HA Smith, M Smizanska, K Smolek, A Smykiewicz, AA Snesarev, HL Snoek, S Snyder, R Sobie, A Soffer, F Sohns, CA Solans Sanchez, E Yu Soldatov, U Soldevila, AA Solodkov, S Solomon, A Soloshenko, OV Solovyanov, V Solovyev, P Sommer, H Son, A Sonay, WY Song, A Sopczak, AL Sopio, F Sopkova, S Sottocornola, R Soualah, AM Soukharev, Z Soumaimi, D South, S Spagnolo, M Spalla, M Spangenberg, F Spanò, D Sperlich, TM Spieker, G Spigo, M Spina, DP Spiteri, M Spousta, A Stabile, R Stamen, M Stamenkovic, A Stampekis, M Standke, E Stanecka, B Stanislaus, MM Stanitzki, M Stankaityte, B Stapf, EA Starchenko, GH Stark, J Stark, DM Starko, P Staroba, P Starovoitov, S Stärz, R Staszewski, G Stavropoulos, P Steinberg, AL Steinhebel, B Stelzer, HJ Stelzer, O Stelzer-Chilton, H Stenzel, TJ Stevenson, GA Stewart, MC Stockton, G Stoicea, M Stolarski, S Stonjek, A Straessner, J Strandberg, S Strandberg, M Strauss, T Strebler, P Strizenec, R Ströhmer, DM Strom, LR Strom, R Stroynowski, A Strubig, SA Stucci, B Stugu, J Stupak, NA Styles, D Su, S Su, W Su, X Su, NB Suarez, K Sugizaki, VV Sulin, MJ Sullivan, DMS Sultan, S Sultansoy, T Sumida, S Sun, S Sun, X Sun, O Sunneborn Gudnadottir, CJE Suster, MR Sutton, M Svatos, M Swiatlowski, T Swirski, I Sykora, M Sykora, T Sykora, D Ta, K Tackmann, A Taffard, R Tafirout, E Tagiev, RHM Taibah, R Takashima, K Takeda, T Takeshita, EP Takeva, Y Takubo, M Talby, AA Talyshev, KC Tam, NM Tamir, A Tanaka, J Tanaka, R Tanaka, Z Tao, S Tapia Araya, S Tapprogge, A Tarek Abouelfadl Mohamed, S Tarem, K Tariq, G Tarna, GF Tartarelli, P Tas, M Tasevsky, E Tassi, G Tateno, Y Tayalati, GN Taylor, W Taylor, H Teagle, AS Tee, R Teixeira De Lima, P Teixeira-Dias, H Ten Kate, JJ Teoh, K Terashi, J Terron, S Terzo, M Testa, RJ Teuscher, N Themistokleous, T Theveneaux-Pelzer, O Thielmann, DW Thomas, JP Thomas, EA Thompson, PD Thompson, E Thomson, EJ Thorpe, Y Tian, V Tikhomirov, Yu A Tikhonov, S Timoshenko, P Tipton, S Tisserant, SH Tlou, A Tnourji, K Todome, S Todorova-Nova, S Todt, M Togawa, J Tojo, S Tokár, K Tokushuku, E Tolley, R Tombs, M Tomoto, L Tompkins, P Tornambe, E Torrence, H Torres, E Torró Pastor, M Toscani, C Tosciri, J Toth, DR Tovey, A Traeet, CJ Treado, T Trefzger, A Tricoli, IM Trigger, S Trincaz-Duvoid, DA Trischuk, W Trischuk, B Trocmé, A Trofymov, C Troncon, F Trovato, L Truong, M Trzebinski, A Trzupek, F Tsai, A Tsiamis, PV Tsiareshka, A Tsirigotis, V Tsiskaridze, EG Tskhadadze, M Tsopoulou, II Tsukerman, V Tsulaia, S Tsuno, O Tsur, D Tsybychev, Y Tu, A Tudorache, V Tudorache, AN Tuna, S Turchikhin, D Turgeman, I Turk Cakir, RJ Turner, R Turra, PM Tuts, S Tzamarias, P Tzanis, E Tzovara, K Uchida, F Ukegawa, G Unal, M Unal, A Undrus, G Unel, FC Ungaro, K Uno, J Urban, P Urquijo, G Usai, R Ushioda, M Usman, Z Uysal, V Vacek, B Vachon, KOH Vadla, T Vafeiadis, C Valderanis, E Valdes Santurio, M Valente, S Valentinetti, A Valero, L Valéry, RA Vallance, A Vallier, JA Valls Ferrer, TR Van Daalen, P Van Gemmeren, S Van Stroud, I Van Vulpen, M Vanadia, W Vandelli, M Vandenbroucke, ER Vandewall, D Vannicola, L Vannoli, R Vari, EW Varnes, C Varni, T Varol, D Varouchas, KE Varvell, ME Vasile, L Vaslin, GA Vasquez, F Vazeille, D Vazquez Furelos, T Vazquez Schroeder, J Veatch, V Vecchio, MJ Veen, I Veliscek, LM Veloce, F Veloso, S Veneziano, A Ventura, A Verbytskyi, M Verducci, C Vergis, M Verissimo De Araujo, W Verkerke, AT Vermeulen, JC Vermeulen, C Vernieri, PJ Verschuuren, ML Vesterbacka, MC Vetterli, N Viaux Maira, T Vickey, OE Vickey Boeriu, GHA Viehhauser, L Vigani, M Villa, M Villaplana Perez, EM Villhauer, E Vilucchi, MG Vincter, GS Virdee, A Vishwakarma, C Vittori, I Vivarelli, V Vladimirov, E Voevodina, M Vogel, P Vokac, J Von Ahnen, SE von Buddenbrock, E Von Toerne, V Vorobel, K Vorobev, M Vos, JH Vossebeld, M Vozak, L Vozdecky, N Vranjes, M Vranjes Milosavljevic, V Vrba, M Vreeswijk, NK Vu, R Vuillermet, I Vukotic, S Wada, C Wagner, P Wagner, W Wagner, S Wahdan, H Wahlberg, R Wakasa, M Wakida, VM Walbrecht, J Walder, R Walker, SD Walker, W Walkowiak, AM Wang, AZ Wang, C Wang, C Wang, H Wang, J Wang, P Wang, R-J Wang, R Wang, R Wang, SM Wang, S Wang, T Wang, WT Wang, WX Wang, X Wang, X Wang, Y Wang, Z Wang, C Wanotayaroj, A Warburton, CP Ward, RJ Ward, N Warrack, AT Watson, MF Watson, G Watts, BM Waugh, AF Webb, C Weber, MS Weber, SA Weber, SM Weber, C Wei, Y Wei, AR Weidberg, J Weingarten, M Weirich, C Weiser, T Wenaus, B Wendland, T Wengler, S Wenig, N Wermes, M Wessels, K Whalen, AM Wharton, AS White, A White, MJ White, D Whiteson, W Wiedenmann, C Wiel, M Wielers, N Wieseotte, C Wiglesworth, LAM Wiik-Fuchs, DJ Wilbern, HG Wilkens, LJ Wilkins, DM Williams, HH Williams, S Williams, S Willocq, PJ Windischhofer, I Wingerter-Seez, F Winklmeier, BT Winter, M Wittgen, M Wobisch, A Wolf, R Wölker, J Wollrath, MW Wolter, H Wolters, VWS Wong, AF Wongel, SD Worm, BK Wosiek, KW Woźniak, K Wraight, J Wu, SL Wu, X Wu, Y Wu, Z Wu, J Wuerzinger, TR Wyatt, BM Wynne, S Xella, J Xiang, X Xiao, X Xie, I Xiotidis, D Xu, H Xu, H Xu, L Xu, R Xu, T Xu, W Xu, Y Xu, Z Xu, Z Xu, B Yabsley, S Yacoob, N Yamaguchi, Y Yamaguchi, M Yamatani, H Yamauchi, T Yamazaki, Y Yamazaki, J Yan, S Yan, Z Yan, HJ Yang, HT Yang, S Yang, T Yang, X Yang, X Yang, Y Yang, Z Yang, W-M Yao, YC Yap, H Ye, J Ye, S Ye, I Yeletskikh, MR Yexley, P Yin, K Yorita, K Yoshihara, CJS Young, C Young, R Yuan, X Yue, M Zaazoua, B Zabinski, G Zacharis, E Zaffaroni, AM Zaitsev, T Zakareishvili, N Zakharchuk, S Zambito, D Zanzi, SV Zeißner, C Zeitnitz, G Zemaityte, JC Zeng, O Zenin, T Ženiš, S Zenz, S Zerradi, D Zerwas, M Zgubič, B Zhang, DF Zhang, G Zhang, J Zhang, K Zhang, L Zhang, M Zhang, R Zhang, S Zhang, X Zhang, X Zhang, Z Zhang, P Zhao, Y Zhao, Z Zhao, A Zhemchugov, Z Zheng, D Zhong, B Zhou, C Zhou, H Zhou, N Zhou, Y Zhou, CG Zhu, C Zhu, HL Zhu, H Zhu, J Zhu, Y Zhu, X Zhuang, K Zhukov, V Zhulanov, D Zieminska, NI Zimine, S Zimmermann, M Ziolkowski, L Živković, A Zoccoli, K Zoch, TG Zorbas, O Zormpa, W Zou, L ZwalinskiA challenge to the standard cosmological model
IOP Publishing 937:2 (2022) L31
Authors:
Nathan Secrest, Sebastian von Hausegger, Mohamed Rameez, Roya Mohayaee, Subir SarkarAbstract:
We present the first joint analysis of catalogs of radio galaxies and quasars to determine whether their sky distribution is consistent with the standard ΛCDM model of cosmology. This model is based on the cosmological principle, which asserts that the universe is statistically isotropic and homogeneous on large scales, so the observed dipole anisotropy in the cosmic microwave background (CMB) must be attributed to our local peculiar motion. We test the null hypothesis that there is a dipole anisotropy in the sky distribution of radio galaxies and quasars consistent with the motion inferred from the CMB, as is expected for cosmologically distant sources. Our two samples, constructed respectively from the NRAO VLA Sky Survey and the Wide-field Infrared Survey Explorer, are systematically independent and have no shared objects. Using a completely general statistic that accounts for correlation between the found dipole amplitude and its directional offset from the CMB dipole, the null hypothesis is independently rejected by the radio galaxy and quasar samples with p-values of 8.9 × 10−3 and 1.2 × 10−5, respectively, corresponding to 2.6σ and 4.4σ significance. The joint significance, using sample-size-weighted Z-scores, is 5.1σ. We show that the radio galaxy and quasar dipoles are consistent with each other and find no evidence for any frequency dependence of the amplitude. The consistency of the two dipoles improves if we boost to the CMB frame assuming its dipole to be fully kinematic, suggesting that cosmologically distant radio galaxies and quasars may have an intrinsic anisotropy in this frame.IceCube search for neutrinos coincident with gravitational wave events from LIGO/Virgo run O3
(2022)