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CERN Accelerating science

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Preprint
Report number arXiv:2412.01600 ; CERN-EP-2024-305
Title An implementation of neural simulation-based inference for parameter estimation in ATLAS
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Author(s)

Aad, Georges (Marseille, CPPM) ; Aakvaag, Erlend (Bergen U.) ; Abbott, Braden Keim (Oklahoma U.) ; Abdelhameed, Sara (New York U., Abu Dhabi) ; Abeling, Kira (Gottingen U., II. Phys. Inst.) ; Abicht, Nils Julius (Dortmund U.) ; Abidi, Haider (Brookhaven) ; Aboelela, Mohammed (Southern Methodist U.) ; Aboulhorma, Asmaa (Mohammed V U., Agdal) ; Abramowicz, Halina (Tel Aviv U.) ; Abulaiti, Yiming (New York U.) ; Acharya, Bobby Samir (INFN, Udine ; ICTP, Trieste ; King's Coll. London) ; Ackermann, Anke (Kirchhoff Inst. Phys.) ; Adam Bourdarios, Claire (Annecy, LAPP) ; Adamczyk, Leszek (AGH-UST, Cracow) ; Addepalli, Sagar (SLAC) ; Addison, Matt (Manchester U.) ; Adelman, Jahred (Northern Illinois U.) ; Adiguzel, Aytul (Istanbul U.) ; Adye, Tim (Rutherford) ; Affolder, Tony (UC, Santa Cruz) ; Afik, Yoav (Chicago U., EFI) ; Agaras, Merve Nazlim (Barcelona, IFAE) ; Aggarwal, Anamika (Mainz U.) ; Agheorghiesei, Catalin (Cuza U., Iasi) ; Ahmadov, Faig (CERN ; Baku, Inst. Phys.) ; Ahuja, Sudha (Royal Holloway, U. of London) ; Ai, Xiaocong (Zhengzhou U.) ; Aielli, Giulio (Rome U., Tor Vergata) ; Aikot, Arya (Valencia U., IFIC) ; Ait Tamlihat, Malak (Mohammed V U., Agdal) ; Aitbenchikh, Brahim (Casablanca U.) ; Akbiyik, Melike (Mainz U.) ; Akesson, Torsten (Lund U.) ; Akimov, Andrei (SUNY, Stony Brook) ; Akiyama, Daiya (Waseda U.) ; Akolkar, Nilima Nilesh (Bonn U.) ; Aktas, Sina (Bogazici U.) ; Alberghi, Gian Luigi (INFN, Bologna) ; Albert, Justin (Victoria U.) ; Albicocco, Pietro (Frascati) ; Albouy, Guillaume Lucas (LPSC, Grenoble) ; Alderweireldt, Sara (Edinburgh U.) ; Alegria, Zackary Lee (Oklahoma State U.) ; Aleksa, Martin (CERN) ; Alexandrov, Igor (CERN) ; Alexa, Calin (Bucharest, IFIN-HH) ; Alexopoulos, Theodoros (Natl. Tech. U., Athens) ; Alfonsi, Fabrizio (INFN, Bologna) ; Algren, Malte (Geneva U.) ; Alhroob, Muhammad (Warwick U.) ; Ali, Babar (Prague, Tech. U.) ; Ali, Hanadi (Lancaster U. ; N/A) ; Ali, Shahzad (Fresno State) ; Alibocus, Samuel William (Liverpool U.) ; Aliev, Malik (Johannesburg U.) ; Alimonti, Gianluca (INFN, Milan) ; Alkakhi, Wael (Gottingen U., II. Phys. Inst.) ; Allaire, Corentin (IJCLab, Orsay) ; Allbrooke, Benedict (Sussex U.) ; Allen, Jonny (Manchester U.) ; Allen, Julia Frances (Edinburgh U.) ; Allport, Philip Patrick (Birmingham U.) ; Aloisio, Alberto (Naples U.) ; Alonso, Francisco (La Plata U.) ; Alpigiani, Cristiano (Washington U., Seattle) ; Alsolami, Zainab Mohammad K. (Lancaster U.) ; Alvarez Fernandez, Adrian (Mainz U.) ; Alves Cardoso, Mario (Geneva U.) ; Alviggi, Mariagrazia (Naples U.) ; Aly, Mohamed (Manchester U.) ; Do Amaral Coutinho, Yara (Rio de Janeiro Federal U.) ; Ambler, Alessandro (McGill U.) ; Amelung, Christoph (CERN) ; Amerl, Maximilian (Manchester U.) ; Ames, Christoph (Munich U.) ; Amidei, Dante (Michigan U.) ; Amini, Baktash (Freiburg U.) ; Amirie, Kyle (Toronto U.) ; Amirkhanov, Artem (CERN) ; Amor Dos Santos, Susana Patricia (LIP, Lisbon) ; Amos, Kieran Robert (Valencia U., IFIC) ; Amperiadou, Dimitra (Aristotle U., Thessaloniki) ; An, Shiwen (KEK, Tsukuba) ; Ananiev, Viktor (Oslo U.) ; Anastopoulos, Christos (Sheffield U.) ; Andeen, Timothy Robert (Texas U.) ; Anders, John Kenneth (Liverpool U.) ; Anderson, Adam Campbell (Glasgow U.) ; Andreazza, Attilio (INFN, Milan ; Milan U.) ; Angelidakis, Stylianos (Athens U.) ; Angerami, Aaron (Nevis Labs, Columbia U.) ; Anisenkov, Alexey (CERN) ; Annovi, Alberto (INFN, Pisa) ; Antel, Claire (Geneva U.) ; Antipov, Egor (SUNY, Stony Brook) ; Antonelli, Mario (Frascati) ; Anulli, Fabio (INFN, Rome) ; Aoki, Masato (KEK, Tsukuba) ; Aoki, Takumi (Tokyo U., ICEPP) ; Aparo, Marco (Sussex U.) ; Aperio Bella, Ludovica (DESY) ; Appelt, Christian (Tel Aviv U.) ; Apyan, Aram (Brandeis U.) ; Arbiol Val, Sergio Javier (Cracow, INP) ; Arcangeletti, Chiara (Frascati) ; Arce, Ayana Tamu (Duke U.) ; Arguin, Jean-Francois (Montreal U.) ; Argyropoulos, Spyros (Aristotle U., Thessaloniki) ; Arling, Jan-Hendrik (DESY) ; Arnaez, Olivier (Annecy, LAPP) ; Arnold, Hannah (SUNY, Stony Brook) ; Artoni, Giacomo (INFN, Rome ; Rome U.) ; Asada, Haruka (Nagoya U.) ; Asai, Kanae (Ochanomizu U.) ; Asai, Shoji (Tokyo U., ICEPP) ; Asbah, Nedaa Alexandra (CERN) ; Ashby Pickering, Rachel Amy (Warwick U.) ; Aslam, Asim Mohammed (Royal Holloway, U. of London) ; Assamagan, Ketevi Adikle (Brookhaven) ; Astalos, Robert (Comenius U.) ; Astrand, Sten (Lund U.) ; Atashi, Rose (UC, Irvine) ; Atkin, Ryan Justin (Cape Town U.) ; Atmani, Hicham (Mohammed VI Polytech. U.) ; Atmasiddha, Prachi (Pennsylvania U.) ; Augsten, Kamil (Prague, Tech. U.) ; Auriol, Adrien (Clermont-Ferrand U.) ; Austrup, Volker Andreas (Manchester U.) ; Avolio, Giuseppe (CERN) ; Axiotis, Konstantinos (Geneva U.) ; Azuelos, Georges (Montreal U. ; TRIUMF) ; Babal, Dominik (Kosice, IEF) ; Bachacou, Henri (IRFU, Saclay) ; Bachas, Konstantinos (Aristotle U., Thessaloniki ; Thessaly U.) ; Bachiu, Alexander (Carleton U.) ; Bachmann, Erik (Dresden, Tech. U.) ; Backes, Mathias Josef (Kirchhoff Inst. Phys.) ; Badea, Anthony (Chicago U., EFI) ; Baer, Tamas Marton (Michigan U.) ; Bagnaia, Paolo (INFN, Rome ; Rome U.) ; Bahmani, Marzieh (Humboldt U., Berlin) ; Bahner, Daniel (Freiburg U.) ; Bai, Kehang (Oregon U.) ; Baines, John (Rutherford) ; Baines, Luke (Queen Mary, U. of London) ; Baker, Keith (Yale U.) ; Bakos, Evelin (Belgrade U.) ; Bakshi Gupta, Debottam (Texas U., Arlington) ; Balabram Filho, Luiz Eduardo (Rio de Janeiro Federal U.) ; Balakrishnan, Veena (Oklahoma U.) ; Balasubramanian, Rahul (Annecy, LAPP) ; Baldin, Evgenii (CERN) ; Balek, Petr (AGH-UST, Cracow) ; Ballabene, Eric (INFN, Bologna ; Bologna U.) ; Balli, Fabrice (IRFU, Saclay) ; Baltes, Lisa Marie (Kirchhoff Inst. Phys.) ; Balunas, William Keaton (Cambridge U.) ; Balz, Johannes (Mainz U.) ; Bamwidhi, Isaac (United Arab Emirates U.) ; Banas, Elzbieta (Cracow, INP) ; Bandieramonte, Marilena (Pittsburgh U.) ; Bandyopadhyay, Anjishnu (Bonn U.) ; Bansal, Shubham (Bonn U.) ; Barak, Liron (Tel Aviv U.) ; Barakat, Marawan (DESY) ; Barberio, Elisabetta (Melbourne U.) ; Barberis, Dario (INFN, Genoa ; Genoa U.) ; Barbero, Marlon Benoit (Marseille, CPPM) ; Barel, Marten Zefanja (Nikhef) ; Barillari, Teresa (Munich, Max Planck Inst.) ; Barisits, Martin (CERN) ; Barklow, Tim (SLAC) ; Baron, Petr (Palacky U.) ; Baron, Diego (Manchester U.) ; Baroncelli, Toni (Hefei, CUST) ; Barr, Alan (Oxford U.) ; Barr, Jackson (University Coll. London) ; Barreiro, Fernando (Madrid, Autonoma U.) ; Barreiro Guimaraes Da Costa, Joao (Beijing, Inst. High Energy Phys.) ; Barros, Maura (LIP, Lisbon) ; Barsov, Sergey (CERN) ; Bartels, Falk (Kirchhoff Inst. Phys.) ; Bartoldus, Rainer (SLAC) ; Barton, Adam Edward (Lancaster U.) ; Bartos, Pavol (Comenius U.) ; Basan, Alexander (Mainz U.) ; Baselga Bacardit, Marta (Dortmund U.) ; Bashiri, Saleh (Cracow, INP) ; Bassalat, Ahmed (IJCLab, Orsay ; An Najah Natl. U.) ; Basso, Matthew Joseph (TRIUMF) ; Bataju, Susan (Southern Methodist U.) ; Bate, Russell (British Columbia U.) ; Bates, Richard (Glasgow U.) ; Batlamous, Souad (Madrid, Autonoma U.) ; Battaglia, Marco (UC, Santa Cruz) ; Battulga, Daariimaa (Humboldt U., Berlin) ; Bauce, Matteo (INFN, Rome ; Rome U.) ; Bauer, Michael (Innsbruck U.) ; Bauer, Patrick (Bonn U.) ; Bayer, Lukas (DESY) ; Bazzano, Tomas (Buenos Aires U.) ; Beacham, James (Munich, Max Planck Inst.) ; Beau, Tristan (Paris U., VI-VII) ; Beaucamp, Jean Yves (La Plata U.) ; Beauchemin, Pierre-Hugues (Tufts U.) ; Bechtle, Philip (Bonn U.) ; Beck, Hans Peter (Bern U., LHEP ; Fribourg U.) ; Becker, Kathrin (Warwick U.) ; Beddall, Andrew (Istinye U., Istanbul) ; Bednyakov, Vadim (CERN) ; Bee, Chris (SUNY, Stony Brook) ; Beemster, Lars (Belgrade U.) ; Begalli, Marcia (Rio de Janeiro State U.) ; Begel, Michael (Brookhaven) ; Behr, Janna Katharina (DESY) ; Beirer, Joshua Falco (CERN) ; Beisiegel, Florian (Bonn U.) ; Belfkir, Mohamed (United Arab Emirates U.) ; Bella, Gideon (Tel Aviv U.) ; Bellagamba, Lorenzo (INFN, Bologna) ; Bellerive, Alain (Carleton U.) ; Bellos, Panagiotis (Birmingham U.) ; Beloborodov, Konstantin (CERN) ; Benchekroun, Driss (Casablanca U.) ; Bendebba, Fatima (Casablanca U.) ; Benhammou, Yan (Tel Aviv U.) ; Benkendorfer, Kees (Harvard U., Phys. Dept.) ; Beresford, Lydia Audrey (DESY) ; Beretta, Matteo Mario (Frascati) ; Bergeaas Kuutmann, Elin (Uppsala U., Inst. Theor. Phys.) ; Berger, Nicolas (Annecy, LAPP) ; Bergmann, Benedikt Ludwig (Prague, Tech. U.) ; Beringer, Juerg (LBL, Berkeley) ; Bernardi, Gregorio (APC, Paris) ; Bernius, Catrin (SLAC) ; Bernlochner, Florian Urs (Bonn U.) ; Bernon, Florent (CERN) ; Berrocal Guardia, Adrian (Barcelona, IFAE) ; Berry, Tracey (Royal Holloway, U. of London) ; Berta, Peter (Charles U.) ; Berthold, Anne-Sophie (Dresden, Tech. U.) ; Bethke, Siegfried (Munich, Max Planck Inst.) ; Betti, Alessandra (INFN, Rome ; Rome U.) ; Bevan, Adrian (Queen Mary, U. of London) ; Bhalla, Naman Kumar (Freiburg U.) ; Bharthuar, Shudhashil (Munich, Max Planck Inst.) ; Bhatta, Somadutta (SUNY, Stony Brook) ; Bhattacharya, Deb Sankar (Wurzburg U.) ; Bhattarai, Prajita (SLAC) ; Bhatti, Zubair (New York U.) ; Bhide, Kartik Deepak (Freiburg U.) ; Bhopatkar, Vallary Shashikant (Oklahoma State U.) ; Bianchi, Riccardo Maria (Pittsburgh U.) ; Bianco, Gianluca (INFN, Bologna ; Bologna U.) ; Biebel, Otmar (Munich U.) ; Biglietti, Michela (Rome III U.) ; Billingsley, Sully (Southern Methodist U.) ; Bimgdi, Yassine (Mohammed VI Polytech. U.) ; Bindi, Marcello (Gottingen U., II. Phys. Inst.) ; Bingham, Anna (Wuppertal U.) ; Bingul, Ahmet (Gaziantep U.) ; Bini, Cesare (INFN, Rome ; Rome U.) ; Bird, Gareth Adam (Cambridge U.) ; Birman, Mattias (Weizmann Inst.) ; Biros, Marek (Charles U.) ; Biryukov, Stanislav (Sussex U.) ; Bisanz, Tobias (Dortmund U.) ; Bisceglie, Emanuele (INFN, Cosenza ; Calabria U.) ; Biswal, Jyoti Prakash (Rutherford) ; Biswas, Diptaparna (Siegen U.) ; Bloch, Ingo (DESY) ; Blue, Andrew James (Glasgow U.) ; Blumenschein, Ulla (Queen Mary, U. of London) ; Blumenthal, Julian (Mainz U.) ; Bobrovnikov, Viktor (CERN) ; Boehler, Michael (Freiburg U.) ; Bohm, Burkhard (Wurzburg U.) ; Bogavac, Danijela (CERN) ; Bogdanchikov, Alexander (CERN) ; Boggia, Laura (Paris U., VI-VII) ; Boisvert, Veronique (Royal Holloway, U. of London) ; Bokan, Petar (CERN) ; Bold, Tomasz (AGH-UST, Cracow) ; Bomben, Marco (APC, Paris) ; Bona, Marcella (Queen Mary, U. of London) ; Boonekamp, Maarten (IRFU, Saclay) ; Borbely, Albert Gyorgy (Glasgow U.) ; Bordulev, Iurii (CERN) ; Borissov, Guennadi (Lancaster U.) ; Bortoletto, Daniela (Oxford U.) ; Boscherini, Davide (INFN, Bologna) ; Fernandez-Bosman, Martine (Barcelona, IFAE) ; Bouaouda, Khalil (Casablanca U.) ; Bouchhar, Naseem (Valencia U., IFIC) ; Boudet, Leo (Annecy, LAPP) ; Boudreau, Joseph (Pittsburgh U.) ; Bouhova-Thacker, Eva (Lancaster U.) ; Boumediene, Djamel Eddine (Clermont-Ferrand U.) ; Bouquet, Romain (INFN, Genoa ; Genoa U.) ; Boveia, Antonio (Ohio State U.) ; Boyd, Jamie (CERN) ; Boye, Diallo (Brookhaven) ; Boyko, Igor (CERN) ; Bozianu, Leon (Geneva U.) ; Bracinik, Juraj (Birmingham U.) ; Brahimi, Nihal (Annecy, LAPP) ; Brandt, Gerhard Immanuel (Wuppertal U.) ; Brandt, Oleg (Cambridge U.) ; Brau, Benjamin Paul (Massachusetts U., Amherst) ; Brau, Jim (Oregon U.) ; Schimmel Brener, Roy (Weizmann Inst.) ; Brenner, Lydia (Nikhef) ; Brenner, Richard (Uppsala U., Inst. Theor. Phys.) ; Bressler, Shikma (Weizmann Inst.) ; Brianti, Greta (TIFPA-INFN, Trento ; Trento U.) ; Britton, David (Glasgow U.) ; Britzger, Daniel (Munich, Max Planck Inst.) ; Brock, Ian (Bonn U.) ; Brock, Raymond (Michigan State U.) ; Brooijmans, Gustaaf (Nevis Labs, Columbia U.) ; Brooks, Jammel (Indiana U.) ; Brooks, Ethan Michael (York U., Canada) ; Brost, Liza (Brookhaven) ; Brown, Leesa (Victoria U.) ; Bruce, Laura Elaine (Harvard U., Phys. Dept.) ; Bruckler, Tim Lukas (Oxford U.) ; Bruckman De Renstrom, Pawel (Cracow, INP) ; Bruers, Ben (DESY) ; Bruni, Alessia (INFN, Bologna) ; Bruni, Graziano (INFN, Bologna) ; Brunner, David (Stockholm U. ; Stockholm U., OKC) ; Bruschi, Marco (INFN, Bologna) ; Bruscino, Nello (INFN, Rome ; Rome U.) ; Buanes, Trygve (Bergen U.) ; Buat, Quentin (Washington U., Seattle) ; Buchin, Daniel Alexander (Munich, Max Planck Inst.) ; Buckley, Andy (Glasgow U.) ; Bulekov, Oleg (CERN) ; Bullard, Brendon (SLAC) ; Burdin, Sergey (Liverpool U.) ; Burgard, Carsten (Dortmund U.) ; Burger, Angela Maria (CERN) ; Burghgrave, Blake Oliver (Texas U., Arlington) ; Burlayenko, Oleksandr (Freiburg U.) ; Burleson, Jared Dynes (Illinois U., Urbana) ; Burr, Jon (Cambridge U.) ; Burzynski, Jackson Carl (Simon Fraser U.) ; Busch, Elena Laura (Nevis Labs, Columbia U.) ; Buescher, Volker (Mainz U.) ; Bussey, Peter John (Glasgow U.) ; Butler, John Mark (Boston U.) ; Buttar, Craig Macleod (Glasgow U.) ; Butterworth, Jonathan (University Coll. London) ; Buttinger, Will (Rutherford) ; Buxo Vazquez, Carlos Josue (Michigan State U.) ; Buzykaev, Alexey (CERN) ; Cabrera Urban, Susana (Valencia U., IFIC) ; Cadamuro, Luca (IJCLab, Orsay) ; Caforio, Davide (Giessen U.) ; Cai, Huacheng (Pittsburgh U.) ; Cai, Yuchen (INFN, Bologna ; UCAS, Beijing ; Bologna U.) ; Cai, Yizhou (Nanjing U.) ; Cairo, Valentina (CERN) ; Cakir, Orhan (Ankara U.) ; Calace, Noemi (CERN) ; Calafiura, Paolo (LBL, Berkeley) ; Calderini, Giovanni (Paris U., VI-VII) ; Calfayan, Philippe (Carleton U.) ; Callea, Giuseppe (Glasgow U.) ; Caloba, Luiz Pereira (Rio de Janeiro Federal U.) ; Calvet, David (Clermont-Ferrand U.) ; Calvet, Samuel (Clermont-Ferrand U.) ; Camacho Toro, Reina Coromoto (Paris U., VI-VII) ; Camarda, Stefano (CERN) ; Camarero Munoz, Daniel (Brandeis U.) ; Camarri, Paolo (Rome U., Tor Vergata) ; Camerlingo, Maria Teresa (Naples U.) ; Cameron, David (CERN) ; Camincher, Clement (Victoria U.) ; Campanelli, Mario (University Coll. London) ; Camplani, Alessandra (Bohr Inst.) ; Canale, Vincenzo (Naples U.) ; Canbay, Ali Can (Ankara U.) ; Canonero, Enzo (Royal Holloway, U. of London) ; Cantero Garcia, Josu (Valencia U., IFIC) ; Cao, Yumeng (Illinois U., Urbana) ; Capocasa, Francesca (Brandeis U.) ; Capua, Marcella (INFN, Cosenza ; Calabria U.) ; Carbone, Antonio (INFN, Milan ; Milan U.) ; Cardarelli, Roberto (Rome U., Tor Vergata) ; Cardenas, Juan Carlos, Jr. (Texas U., Arlington) ; Cardiff, Michael Patrick (Brandeis U.) ; Carducci, Giovandomenico (INFN, Cosenza ; Calabria U.) ; Carli, Tancredi (CERN) ; Carlino, Giampaolo (Naples U.) ; Carlotto, Juan Ignacio (Barcelona, IFAE) ; Carlson, Ben (Pittsburgh U. ; Westmont Coll.) ; Carlson, Evan Michael (Victoria U.) ; Carmignani, Joseph (Liverpool U.) ; Carminati, Leonardo (INFN, Milan ; Milan U.) ; Carnelli, Alberto (IRFU, Saclay) ; Carnesale, Maria (CERN) ; Caron, Sascha (Nijmegen U.) ; Carquin Lopez, Edson (Santa Maria U., Valparaiso) ; Carr, Isabel Beth (Melbourne U.) ; Carra, Sonia (INFN, Milan) ; Carratta, Giuseppe (INFN, Bologna ; Bologna U.) ; Carroll, Anthony Maurel (Oregon U.) ; Casado Lechuga, Maria Del Pilar (Barcelona, IFAE ; Barcelona, Autonoma U.) ; Caspar, Maximilian (DESY) ; Castillo, Florencia Luciana (Annecy, LAPP) ; Castillo Garcia, Lucia (Barcelona, IFAE) ; Castillo Gimenez, Victoria (Valencia U., IFIC) ; Castro, Nuno (LIP, Lisbon ; Minho U.) ; Catinaccio, Andrea (CERN) ; Catmore, James (Oslo U.) ; Cavaliere, Tom (Annecy, LAPP) ; Cavaliere, Viviana (Brookhaven) ; Caviedes Betancourt, Laura Juliana (Colombia, U. Natl.) ; Cekmecelioglu, Yusuf Can (DESY) ; Celebi, Emre (Istinye U., Istanbul) ; Cella, Sofia (CERN) ; Cepaitis, Vilius (Geneva U.) ; Cerny, Karel (Palacky U.) ; Santiago Cerqueira, Augusto (Juiz de Fora U.) ; Cerri, Alex (INFN, Pisa ; Pisa U.) ; Cerrito, Lucio (Rome U., Tor Vergata) ; Cerutti, Fabio (LBL, Berkeley) ; Cervato, Beatrice (Siegen U.) ; Cervelli, Alberto (INFN, Bologna) ; Cesarini, Gianmario (Frascati) ; Cetin, Serkant (Istinye U., Istanbul) ; Chabrillat, Paul Mickael (Paris U., VI-VII) ; Chan, Jay (LBL, Berkeley) ; Chan, Wai Yuen (Tokyo U., ICEPP) ; Chapman, John Derek (Cambridge U.) ; Chapon, Emilien (IRFU, Saclay) ; Chargeishvili, Bakar (Tbilisi State U.) ; Charlton, Dave (Birmingham U.) ; Chauhan, Chainika (Charles U.) ; Che, Yimin (Nanjing U.) ; Chekanov, Sergei (Argonne) ; Chekulaev, Sergey (TRIUMF) ; Shelkov, G. (CERN) ; Chen, Boping (Tel Aviv U.) ; Chen, Charlie (Victoria U.) ; Chen, Huirun (Nanjing U.) ; Chen, Hucheng (Brookhaven) ; Chen, Jing (Shanghai Jiao Tong U.) ; Chen, Jiayi (Simon Fraser U.) ; Chen, Maggie (Oxford U.) ; Chen, Shion (Kyoto U.) ; Chen, Shenjian (Nanjing U.) ; Chen, Xiang (Shanghai Jiao Tong U.) ; Chen, Xin (Tsinghua U., Beijing ; CICQM, Beijing) ; Cheng, Alkaid (Wisconsin U., Madison) ; Cheng, Hok Chuen Tom (Hong Kong, Chinese U.) ; Cheong, Sanha (SLAC) ; Cheplakov, Alexander (CERN) ; Cheremushkina, Evgeniya (DESY) ; Cherepanova, Elizaveta (Nikhef) ; Cherkaoui, Rajaa (Mohammed V U., Agdal) ; Cheu, Elliott (Arizona U.) ; Cheung, Kingman (Taiwan, Natl. Tsing Hua U.) ; Chevalier, Laurent (IRFU, Saclay) ; Chiarella, Vitaliano (Frascati) ; Chiarelli, Giorgio (INFN, Pisa) ; Chiedde, Nemer (Marseille, CPPM) ; Chiodini, Gabriele (INFN, Lecce) ; Chisholm, Andrew Stephen (Birmingham U.) ; Chitan, Adrian (Bucharest, IFIN-HH) ; Chitishvili, Mariam (Valencia U., IFIC) ; Chizhov, Mihail (CERN ; Sofia U.) ; Choi, Kyungeon (Texas U.) ; Chou, Yuan-Tang (Washington U., Seattle) ; Chow, Edwin (Nijmegen U.) ; Chu, Michael Kwok Lam (Weizmann Inst.) ; Chu, Ming Chung (Hong Kong, Chinese U.) ; Chu, Xiaotong (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; Chubinidze, Zaza (Frascati) ; Chudoba, Jiri (Prague, Inst. Phys.) ; Chwastowski, Janusz (Cracow, INP) ; Cieri, Davide (Munich, Max Planck Inst.) ; Ciesla, Krzysztof (AGH-UST, Cracow) ; Cindro, Vladimir (Stefan Inst., Ljubljana) ; Ciocio, Alessandra (LBL, Berkeley) ; Cirotto, Francesco (Naples U.) ; Citron, Zvi (Weizmann Inst.) ; Citterio, Mauro (INFN, Milan) ; Ciubotaru, Dan Andrei (Bucharest, IFIN-HH) ; Clark, Allan (Geneva U.) ; Clark, Philip (Edinburgh U.) ; Clarke Hall, Noah (University Coll. London) ; Clarry, Cameron (Toronto U.) ; Clawson, Savannah (DESY) ; Clement, Christophe (Stockholm U. ; Stockholm U., OKC) ; Coadou, Yann (Marseille, CPPM) ; Cobal, Marina (INFN, Udine ; Udine U.) ; Coccaro, Andrea (INFN, Genoa) ; Barrue, Ricardo (LIP, Lisbon) ; Coelho Lopes De Sa, Rafael (Massachusetts U., Amherst) ; Coelli, Simone (INFN, Milan) ; Colangeli, Luca Sesto (Toronto U.) ; Cole, Brian Andrew (Nevis Labs, Columbia U.) ; Collot, Johann (LPSC, Grenoble) ; Conde Muino, Patricia (LIP, Lisbon ; Lisbon, IST) ; Connell, Matt (Johannesburg U.) ; Connell, Simon (Johannesburg U.) ; Conroy, Eimear Isobel (Oxford U.) ; Conventi, Francesco (Naples U. ; Parthenope U., Naples) ; Cooke, Harry (Birmingham U.) ; Sarkar, Amanda (Oxford U.) ; Corchia, Federico Andrea (INFN, Bologna ; Bologna U.) ; Cordeiro Oudot Choi, Artur (Paris U., VI-VII) ; Corpe, Louie Dartmoor (Clermont-Ferrand U.) ; Corradi, Massimo (INFN, Rome ; Rome U.) ; Corriveau, Francois (McGill U. ; IPP, Canada) ; Cortes-Gonzalez, Arely (Humboldt U., Berlin) ; Costa Mezquita, Maria Jose (Valencia U., IFIC) ; Costanza, Francesco (Annecy, LAPP) ; Costanzo, Davide (Sheffield U.) ; Cote, Benjamin (Ohio State U.) ; Couthures, Jeremy (Annecy, LAPP) ; Cowan, Glen (Royal Holloway, U. of London) ; Cranmer, Kyle Stuart (Wisconsin U., Madison) ; Cremer, Lucas (Dortmund U.) ; Cremonini, Davide (INFN, Bologna ; Bologna U.) ; Crepe-Renaudin, Sabine (LPSC, Grenoble) ; Crescioli, Francesco (Paris U., VI-VII) ; Cristinziani, Markus (Siegen U.) ; Cristoforetti, Marco (TIFPA-INFN, Trento ; Trento U.) ; Croft, Vincent Alexander (Nikhef) ; Crosby, Jacob Edwin (Oklahoma State U.) ; Crosetti, Nanni (INFN, Cosenza ; Calabria U.) ; Cueto Gomez, Ana Rosario (Madrid, Autonoma U.) ; Cui, Hanfei (University Coll. London) ; Cui, Maxwell (Arizona U.) ; Cunningham, Liam (Glasgow U.) ; Curcio, Francesco (Valencia U., IFIC) ; Curran, Jennifer Rachel (Edinburgh U.) ; Czodrowski, Patrick Karl (CERN) ; Sousa, Mario Jose (INFN, Genoa ; Genoa U.) ; Da Fonseca Pinto, Joao Victor (Rio de Janeiro Federal U.) ; Da Via, Cinzia (Manchester U.) ; Dabrowski, Wladyslaw (AGH-UST, Cracow) ; Dado, Tomas (CERN) ; Dahbi, Salah-Eddine (Taiwan, Inst. Phys.) ; Dai, Tiesheng (Michigan U.) ; Dal Santo, Daniele (Bern U., LHEP) ; Dallapiccola, Carlo (Massachusetts U., Amherst) ; Dam, Mogens (Bohr Inst.) ; D'Amen, Gabriele (Brookhaven) ; D'Amico, Valerio (Munich U.) ; Damp, Johannes Frederic (Mainz U.) ; Dandoy, Jeff (Carleton U.) ; Dannheim, Dominik (CERN) ; Danninger, Matthias (Simon Fraser U.) ; Dao, Valerio (SUNY, Stony Brook) ; Darbo, Nanni (INFN, Genoa) ; Das, Sruthy Jyothi (Brookhaven) ; Dattola, Filippo (DESY) ; D'Auria, Saverio (INFN, Milan ; Milan U.) ; D'Avanzo, Antonio (Naples U.) ; Davidek, Tomas (Charles U.) ; Dawson, Ian (Queen Mary, U. of London) ; Day-Hall, Henry (Prague, Tech. U.) ; De, Kaushik (Texas U., Arlington) ; De Almeida Rossi, Carolina (Toronto U.) ; De Asmundis, Riccardo (Naples U.) ; De Biase, Nicola (DESY) ; De Castro, Stefano (INFN, Bologna ; Bologna U.) ; De Groot, Nicolo (Nijmegen U.) ; De Jong, Paul (Nikhef) ; De La Torre Perez, Hector (Northern Illinois U.) ; De Maria, Antonio (Nanjing U.) ; De Salvo, Alessandro (INFN, Rome) ; De Sanctis, Umberto (Rome U., Tor Vergata) ; De Santis, Francesco (INFN, Lecce ; Salento U.) ; De Santo, Antonella (Sussex U.) ; De Vivie De Regie, Jean-Baptiste (LPSC, Grenoble) ; Debevc, Jernej (Stefan Inst., Ljubljana) ; Dedovich, Dmitri (CERN) ; Degens, Jordy (Liverpool U.) ; Deiana, Allison Mccarn (Southern Methodist U.) ; Del Peso, Jose (Madrid, Autonoma U.) ; Delagrange, Line (Paris U., VI-VII) ; Deliot, Frederic (IRFU, Saclay) ; Delitzsch, Chris Malena (Dortmund U.) ; Della Pietra, Massimo (Naples U.) ; Della Volpe, Domenico (Geneva U.) ; Dell'Acqua, Andrea (CERN) ; Dell'Asta, Lidia (INFN, Milan ; Milan U.) ; Delmastro, Marco (Annecy, LAPP) ; Delogu, Claudia Caterina (Mainz U.) ; Delsart, Pierre Antoine (LPSC, Grenoble) ; Demers, Sarah Marie (Yale U.) ; Demichev, Mikhail (CERN) ; Denisov, Serguei (CERN) ; Denizli, Haluk (Bogazici U. ; Abant Izzet Baysal U.) ; D'Eramo, Louis (Clermont-Ferrand U.) ; Derendarz, Dominik Karol (Cracow, INP) ; Derue, Frederic (Paris U., VI-VII) ; Dervan, Paul (Liverpool U.) ; Desch, Klaus (Bonn U.) ; Deutsch, Christopher (Bonn U.) ; Di Bello, Francesco Armando (INFN, Genoa ; Genoa U.) ; Di Ciaccio, Anna (Rome U., Tor Vergata) ; Di Ciaccio, Lucia (Annecy, LAPP) ; Di Domenico, Antonio (INFN, Rome ; Rome U.) ; Di Donato, Camilla (Naples U.) ; Di Girolamo, Alessandro (CERN) ; Di Gregorio, Giulia (CERN) ; Di Luca, Andrea (TIFPA-INFN, Trento ; Trento U.) ; Di Micco, Biagio (Rome III U.) ; Di Nardo, Roberto (Rome III U.) ; Di Petrillo, Karri Folan (Chicago U., EFI) ; Diamantopoulou, Magda (Carleton U.) ; De Almeida Dias, Flavia (Nikhef) ; Vale, Tiago (Simon Fraser U.) ; Diaz Gutierrez, Marco Aurelio (Chile U., Catolica ; SAPHIR Millennium Inst.) ; Didenko, Alisa Romanovna (CERN) ; Didenko, Mariia (Valencia U., IFIC) ; Diehl, Edward (Michigan U.) ; Diez Cornell, Sergio (DESY) ; Diez Pardos, Carmen (Siegen U.) ; Dimitriadi, Christina (Royal Inst. Tech., Stockholm) ; Dimitrievska, Aleksandra (Birmingham U.) ; Dimri, Aman (SUNY, Stony Brook) ; Dingfelder, Jochen Christian (Bonn U.) ; Dingley, Thomas Benjamin (Oxford U.) ; Dinu, Ioan-Mihail (Bucharest, IFIN-HH) ; Dittmeier, Sebastian (Heidelberg U.) ; Dittus, Fido (CERN) ; Divisek, Martin (Charles U.) ; Dixit, Bhupesh (Liverpool U.) ; Djama, Fares (Marseille, CPPM) ; Djobava, Tamar (Tbilisi State U.) ; Doglioni, Caterina (Manchester U. ; Lund U.) ; Dohnalova, Adriana (Comenius U.) ; Dolezal, Zdenek (Charles U.) ; Domijan, Karolina (AGH-UST, Cracow) ; Dona, Kristin (Chicago U., EFI) ; Donadelli, Marisilvia (Rio de Janeiro State U.) ; Dong, Binbin (Michigan State U.) ; Donini, Julien Noce (Clermont-Ferrand U.) ; D'Onofrio, Adelina (Naples U.) ; D'Onofrio, Monica (Liverpool U.) ; Dopke, Jens (Rutherford) ; Doria, Alessandra (Naples U.) ; Dos Santos Fernandes, Nuno (LIP, Lisbon) ; Dougan, Patrick (Manchester U.) ; Dova, Maria Teresa (La Plata U.) ; Doyle, Tony (Glasgow U.) ; Draguet, Maxence (Oxford U.) ; Drescher, Matthias Peter (Gottingen U., II. Phys. Inst.) ; Dreyer, Etienne (Weizmann Inst.) ; Drivas-Koulouris, Ioannis (Natl. Tech. U., Athens) ; Drnevich, Matthew (New York U.) ; Drozdova, Mariia (Geneva U.) ; Du, Dongshuo (Hefei, CUST) ; Du Pree, Tristan Arnoldus (Nikhef) ; Dubinin, Filipp (CERN) ; Dubovsky, Michal (Comenius U.) ; Duchovni, Ehud (Weizmann Inst.) ; Duckeck, Guenter (Munich U.) ; Ducu, Otilia Anamaria (Bucharest, IFIN-HH) ; Duda, Dominik (Edinburgh U.) ; Dudarev, Alexey (CERN) ; Duden, Emily Rose (Brandeis U.) ; D'Uffizi, Matteo (Manchester U.) ; Duflot, Laurent (IJCLab, Orsay) ; Duehrssen-Debling, Michael (CERN) ; Duminica, Ioana (Bucharest U.) ; Dumitriu, Ana Elena (Bucharest, IFIN-HH) ; Dunford, Monica (Kirchhoff Inst. Phys.) ; Dungs, Sascha (Dortmund U.) ; Dunne, Katherine Elaine (Stockholm U. ; Stockholm U., OKC) ; Duperrin, Arnaud (Marseille, CPPM) ; Yildiz, Hatice (Ankara U.) ; Dueren, Michael Johannes (Giessen U.) ; Durglishvili, Archil (Tbilisi State U.) ; Duvnjak, Damir (Carleton U.) ; Dwyer, Brianna (Northern Illinois U.) ; Dyckes, Ian (LBL, Berkeley) ; Dyndal, Mateusz (AGH-UST, Cracow) ; Dziedzic, Bartosz Sebastian (CERN) ; Earnshaw, Zoe Olivia (Sussex U.) ; Eberwein, Gregor Hieronymus (Oxford U.) ; Eckerova, Barbora (Comenius U.) ; Eggebrecht, Stephen (Gottingen U., II. Phys. Inst.) ; Purcino De Souza, Edmar Egidio (Bahia U.) ; Eigen, Gerald (Bergen U.) ; Einsweiler, Kevin Frank (LBL, Berkeley) ; Ekelof, Tord Johan Carl (Uppsala U., Inst. Theor. Phys.) ; Ekman, Per Alexander (Lund U.) ; El Farkh, Saad (Ibn Tofail U.) ; El Ghazali, Yassine (Hefei, CUST) ; El Jarrari, Hassnae (CERN) ; El Moussaouy, Ali (Casablanca U.) ; Ellajosyula, Venugopal (Uppsala U., Inst. Theor. Phys.) ; Ellert, Mattias (Uppsala U., Inst. Theor. Phys.) ; Ellinghaus, Frank (Wuppertal U.) ; Ellis, Nick (CERN) ; Elmsheuser, Johannes (Brookhaven) ; Elsawy, Mai (New York U., Abu Dhabi) ; Elsing, Markus (CERN) ; Emeliyanov, Dmitry (Rutherford) ; Enari, Yuji (KEK, Tsukuba) ; Ene, Irina (LBL, Berkeley) ; Epari, Shalini (Barcelona, IFAE) ; Ernani Martins Neto, Daniel (Cracow, INP) ; Errenst, Martin (Wuppertal U.) ; Escalier, Marc (IJCLab, Orsay) ; Escobar Ibanez, Carlos (Valencia U., IFIC) ; Etzion, Erez (Tel Aviv U.) ; Gaspar De Andrade Evans, Guiomar (LIP, Lisbon ; Lisboa U., CFNUL) ; Evans, Hal (Indiana U.) ; Evans, Levi (Royal Holloway, U. of London) ; Ezhilov, Aleksei (CERN) ; Ezzarqtouni, Sanae (Casablanca U.) ; Fabbri, Federica (INFN, Bologna ; Bologna U.) ; Fabbri, Laura (INFN, Bologna ; Bologna U.) ; Facini, Gabriel (University Coll. London) ; Fadeyev, Vitaliy (UC, Santa Cruz) ; Fakhrutdinov, Rinat (CERN) ; Fakoudis, Dionysios (Mainz U.) ; Falciano, Speranza (INFN, Rome) ; Falda Coelho, Luis (LIP, Lisbon) ; Fallavollita, Francesco (Munich, Max Planck Inst.) ; Falsetti, Gregorio (INFN, Cosenza ; Calabria U.) ; Faltova, Jana (Charles U.) ; Fan, Cunwei (Illinois U., Urbana) ; Fan, Ka Yan (Hong Kong U.) ; Fan, Yunyun (Beijing, Inst. High Energy Phys.) ; Fang, Yaquan (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; Fanti, Marcello (INFN, Milan ; Milan U.) ; Faraj, Mohammed (INFN, Udine ; ICTP, Trieste) ; Farazpay, Zahra (Louisiana Tech. U.) ; Farbin, Amir (Texas U., Arlington) ; Farilla, Ada (Rome III U.) ; Farooque, Trisha (Michigan State U.) ; Farr, Jesse (Yale U.) ; Farrington, Sinead (Rutherford ; Edinburgh U.) ; Fassi, Farida (Mohammed V U., Agdal) ; Fassouliotis, Dimitris (Athens U.) ; Fayard, Louis (IJCLab, Orsay) ; Federic, Pavol (Charles U.) ; Federicova, Pavla (Prague, Inst. Phys.) ; Fedin, Oleg (CERN) ; Feickert, Matthew (Wisconsin U., Madison) ; Feligioni, Lorenzo (Marseille, CPPM) ; Fellers, Deion Elgin (Oregon U.) ; Feng, Cunfeng (Shandong U.) ; Feng, Zhuoran (Nikhef) ; Fenton, Michael James (UC, Irvine) ; Ferencz, Lars (DESY) ; Ferguson, Ruby Alice Molly (Lancaster U.) ; Fernandez Martinez, Pablo (Barcelona, Inst. Microelectron.) ; Fernoux, Maxime (Marseille, CPPM) ; Ferrando, James (Lancaster U.) ; Ferrari, Arnaud (Uppsala U., Inst. Theor. Phys.) ; Ferrari, Pamela (Nikhef ; Nijmegen U.) ; Ferrari, Roberto (INFN, Pavia) ; Ferrere, Didier (Geneva U.) ; Ferretti, Claudio (Michigan U.) ; Fewell, Matthew (Adelaide U. ) ; Fiacco, Davide (INFN, Rome ; Rome U.) ; Fiedler, Frank (Mainz U.) ; Fiedler, Petr (Prague, Tech. U.) ; Filimonov, Sergey (CERN) ; Filipcic, Andrej (Stefan Inst., Ljubljana) ; Filmer, Emily (TRIUMF) ; Filthaut, Frank (Nijmegen U.) ; Castro Nunes Fiolhais, Miguel (LIP, Lisbon ; Coimbra U. ; BMCC, New York) ; Fiorini, Luca (Valencia U., IFIC) ; Fisher, Wade Cameron (Michigan State U.) ; Fitschen, Tobias (Manchester U.) ; Fitzhugh, Peter Michael (IRFU, Saclay) ; Fleck, Ivor (Siegen U.) ; Fleischmann, Philipp (Michigan U.) ; Flick, Tobias (Wuppertal U.) ; Flores, Marvin (Philippines U., Quezon City) ; Flores Castillo, Luis Roberto (Hong Kong, Chinese U.) ; Flores Sanz De Acedo, Leyre (CERN) ; Follega, Francesco Maria (TIFPA-INFN, Trento ; Trento U.) ; Fomin, Nikolai (Cambridge U.) ; Foo, Joel Hengwei (Toronto U.) ; Formica, Andrea (IRFU, Saclay) ; Forti, Alessandra (Manchester U.) ; Fortin, Etienne Marie (CERN) ; Fortman, Anne Winifred (LBL, Berkeley) ; Fountas, Leonidas (Athens U. ; Aegean U., Chios) ; Fournier, Daniel (IJCLab, Orsay) ; Fox, Harald (Lancaster U.) ; Francavilla, Paolo (INFN, Pisa ; Pisa U.) ; Francescato, Simone (Harvard U., Phys. Dept.) ; Franchellucci, Stefano (Geneva U.) ; Franchini, Matteo (INFN, Bologna ; Bologna U.) ; Franchino, Silvia (Kirchhoff Inst. Phys.) ; Francis, David (CERN) ; Franco, Luca (Nijmegen U.) ; Franco Lima, Vinicius (CERN) ; Franconi, Laura (DESY) ; Franklin, Melissa (Harvard U., Phys. Dept.) ; Frattari, Guglielmo (Brandeis U.) ; Frid, Yuval Yitzhak (Tel Aviv U.) ; Friend, Johnny (Glasgow U.) ; Fritzsche, Nick (CERN) ; Froch, Alexander (Geneva U.) ; Froidevaux, Daniel (CERN) ; Frost, James (Oxford U.) ; Fu, Yao (Michigan State U.) ; Fuenzalida Garrido, Sebastian Julio (Santa Maria U., Valparaiso) ; Fujimoto, Minori (Marseille, CPPM) ; Fung, Kin Yip (Hong Kong, Chinese U.) ; Simas Filho, Eduardo Furtado De (Bahia U.) ; Furukawa, Marin (Tokyo U., ICEPP) ; Fuster Verdu, Juan (Valencia U., IFIC) ; Gaa, Anne (Gottingen U., II. Phys. Inst.) ; Gabrielli, Alessandro (INFN, Bologna ; Bologna U.) ; Gabrielli, Andrea (Toronto U.) ; Gadow, Philipp (CERN) ; Gagliardi, Guido (INFN, Genoa ; Genoa U.) ; Gagnon, Louis-Guillaume (LBL, Berkeley) ; Gaid, Safa (U. Sharjah) ; Galantzan, Sean (Tel Aviv U.) ; Gallagher, James (Adelaide U. ) ; Gallas, Elizabeth (Oxford U.) ; Gallen, Axel (Uppsala U., Inst. Theor. Phys.) ; Gallop, Bruce Joseph (Rutherford) ; Gan, Kock Kiam (Ohio State U.) ; Ganguly, Sanmay (Tokyo U., ICEPP) ; Gao, Yanyan (Edinburgh U.) ; Garabaglu, Ali (Washington U., Seattle) ; Garay Walls, Francisca (Chile U., Catolica ; SAPHIR Millennium Inst.) ; Garcia, Berenice (Brookhaven) ; Garcia, Carmen (Valencia U., IFIC) ; Garcia Alonso, Andrea (Nikhef) ; Garcia Caffaro, Arianna Gemma (Yale U.) ; Garcia Navarro, Jose Enrique (Valencia U., IFIC) ; Garcia-Sciveres, Maurice (LBL, Berkeley) ; Gardner, Gwen Llewellyn (Pennsylvania U.) ; Gardner, Robert William, Jr. (Chicago U., EFI) ; Garelli, Nicoletta (Tufts U.) ; Garg, Rocky Bala (SLAC) ; Gargan, Jack (Edinburgh U.) ; Garner, Christopher Andrew (Toronto U.) ; Garvey, Cameron Michael (Cape Town U.) ; Gassmann, Veritas Katharina (Tufts U.) ; Gaudio, Gabriella (INFN, Pavia) ; Gautam, Viveka (Barcelona, IFAE) ; Gauzzi, Paolo (INFN, Rome ; Rome U.) ; Gavranovic, Jan (Stefan Inst., Ljubljana) ; Gavrilenko, Igor (CERN) ; Gavriliuk, Alexander (CERN) ; Gay, Colin Warren (British Columbia U.) ; Gaycken, Goetz (Oregon U.) ; Gazis, Evangelos (Natl. Tech. U., Athens) ; Gekow, Alex (Ohio State U.) ; Gemme, Claudia (INFN, Genoa) ; Genest, Marie-Helene (LPSC, Grenoble) ; Gentry, Andrew Donald (New Mexico U.) ; George, Simon (Royal Holloway, U. of London) ; George, William Frederick (Birmingham U.) ; Geralis, Theodoros (Democritos Nucl. Res. Ctr.) ; Gerwin, Achmad Aditya (Oklahoma U.) ; Gessinger, Paul (CERN) ; Geyik, Marvin Emin (Wuppertal U.) ; Ghani, Mohammed (Warwick U.) ; Ghorbanian, Keanu (Queen Mary, U. of London) ; Ghosal, Arpan (Siegen U.) ; Ghosh, Aishik (UC, Irvine) ; Ghosh, Anindya (Arizona U.) ; Giacobbe, Benedetto (INFN, Bologna) ; Giagu, Stefano (INFN, Rome ; Rome U.) ; Giani, Tommaso (Nikhef) ; Giannini, Antonio (Hefei, CUST) ; Gibson, Stephen (Royal Holloway, U. of London) ; Gignac, Matthew (UC, Santa Cruz) ; Gil, Damian (Jagiellonian U.) ; Gilbert, Alexander Kevin (AGH-UST, Cracow) ; Gilbert, Benjamin Jacob (Nevis Labs, Columbia U.) ; Gillberg, Dag (Carleton U.) ; Gilles, Geoffrey (Nikhef) ; Ginabat, Louis (Paris U., VI-VII) ; Gingrich, Doug (Alberta U. ; TRIUMF) ; Giordani, Mapo (INFN, Udine ; Udine U.) ; Giraud, Pierre-Francois (IRFU, Saclay) ; Giugliarelli, Gilberto (INFN, Udine ; Udine U.) ; Giugni, Danilo (INFN, Milan) ; Giuli, Francesco (Rome U., Tor Vergata) ; Gkialas, Ioannis (Athens U. ; Aegean U., Chios) ; Gladilin, Leonid (CERN) ; Glasman, Claudia (Madrid, Autonoma U.) ; Glemza, Gediminas (DESY) ; Glisic, Marija (Oregon U.) ; Gnesi, Ivan (INFN, Cosenza) ; Go, Yeonju (Brookhaven) ; Goblirsch-Kolb, Maximilian Emanuel (CERN) ; Gocke, Benedikt (Dortmund U.) ; Godin, Dominique (Montreal U.) ; Gokturk, Berare (Bogazici U.) ; Goldfarb, Steven (Melbourne U.) ; Golling, Tobias (Geneva U.) ; Gololo, Mpho Gift Doctor (Johannesburg U.) ; Golubkov, Dmitry (CERN) ; Gombas, Jason Peter (Michigan State U.) ; Da Silva Gomes, Agostinho (LIP, Lisbon ; Lisboa U., CFNUL) ; Gomes, Gabriel (Siegen U.) ; Gomez Delegido, Antonio Jesus (Valencia U., IFIC) ; Morais Silva Goncalo, Ricardo Jose (LIP, Lisbon) ; Gonella, Laura (Birmingham U.) ; Gongadze, Alexi (Georgia U.) ; Gonnella, Francesco (Birmingham U.) ; Gonski, Julia Lynne (SLAC) ; Gonzalez, Richards (Edinburgh U.) ; Gonzalez De La Hoz, Santiago (Valencia U., IFIC) ; Gonzalez Lopez, Ricardo (Liverpool U.) ; Gonzalez Renteria, Cesar (LBL, Berkeley) ; Gonzalez Rodrigues, Marcus Vinicius (DESY) ; Gonzalez Suarez, Rebeca (Uppsala U., Inst. Theor. Phys.) ; Gonzalez Sevilla, Sergio (Geneva U.) ; Goossens, Luc (CERN) ; Gorini, Benedetto (CERN) ; Gorini, Edoardo (INFN, Lecce ; Salento U.) ; Gorisek, Andrej (Stefan Inst., Ljubljana) ; Gosart, Thomas Christopher (Pennsylvania U.) ; Goshaw, Al (Duke U.) ; Gostkin, Mikhail (CERN) ; Goswami, Soumyananda (Oklahoma State U.) ; Gottardo, Carlo Alberto (CERN) ; Gotz, Stefanie Andrea (Munich U.) ; Gouighri, Mohamed (Ibn Tofail U.) ; Goussiou, Anna (Washington U., Seattle) ; Govender, Nicolin (Johannesburg U.) ; Grabarczyk, Radoslaw Piotr (Oxford U.) ; Grabowska-Bold, Iwona (AGH-UST, Cracow) ; Graham, Kevin Robert (Carleton U.) ; Gramstad, Eirik (Oslo U.) ; Grancagnolo, Sergio (INFN, Lecce ; Salento U.) ; Grant, Charles Michael (Adelaide U. ; IRFU, Saclay) ; Gravila, Paul (West Timisoara U.) ; Gravili, Francesco Giuseppe (INFN, Lecce ; Salento U.) ; Gray, Heather (LBL, Berkeley) ; Greco, Matteo (Munich, Max Planck Inst.) ; Green, Matthew James (Adelaide U. ) ; Grefe, Christian (Bonn U.) ; Grefsrud, Aurora Singstad (Bergen U.) ; Gregor, Ingrid (DESY) ; Greif, Kevin Thomas (UC, Irvine) ; Grenier, Philippe (SLAC) ; Grewe, Simon Gabriel (Munich, Max Planck Inst.) ; Grillo, Alex (UC, Santa Cruz) ; Grimm, Katy (Fresno State) ; Grinstein, Sebastian (Barcelona, IFAE ; ICREA, Barcelona) ; Grivaz, Jean-Francois (IJCLab, Orsay) ; Gross, Eilam (Weizmann Inst.) ; Grosse-Knetter, Joern (Gottingen U., II. Phys. Inst.) ; Guan, Liang (Michigan U.) ; Guerrieri, Giovanni (CERN) ; Gugel, Ralf (Mainz U.) ; Guhit, Jem Aizen Mendiola (Michigan U.) ; Guida, Alessandro (Humboldt U., Berlin) ; Guilloton, Eva (Warwick U.) ; Guindon, Stefan (CERN) ; Guo, Fangyi (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; Guo, Jun (Shanghai Jiao Tong U.) ; Guo, Linghua (DESY) ; Guo, Lei (SYSU, Guangzhou ; Henan U.) ; Guo, Yuxiang (Michigan U.) ; Gupta, Anubhav (Dortmund U.) ; Gupta, Rajat (Pittsburgh U.) ; Gurbuz, Saime (Bonn U.) ; Gurdasani, Simran Sunil (DESY) ; Gustavino, Giuliano (INFN, Rome ; Rome U.) ; Gutierrez, Phillip (Oklahoma U.) ; Gutierrez Zagazeta, Luis Felipe (Pennsylvania U.) ; Gutsche, Manuel (Dresden, Tech. U.) ; Gutschow, Christian (University Coll. London) ; Gwenlan, Claire (Oxford U.) ; Gwilliam, Carl (Liverpool U.) ; Haaland, Even Simonsen (Oslo U.) ; Haas, Andrew (New York U.) ; Habedank, Martin (Glasgow U.) ; Haber, Carl (LBL, Berkeley) ; Hadavand, Haleh (Texas U., Arlington) ; Haddad, Abdelhamid (Clermont-Ferrand U.) ; Hadef, Asma (Dresden, Tech. U.) ; Hagan, Alina (Lancaster U.) ; Hahn, Jan Joachim (Siegen U.) ; Haines, Emil (University Coll. London) ; Haleem, Mahsana (Wurzburg U.) ; Haley, Joseph (Oklahoma State U.) ; Hallewell, Gregory (Marseille, CPPM) ; Halser, Lea (Bern U., LHEP) ; Hamano, Kenji (Victoria U.) ; Hamer, Matthias (Bonn U.) ; Hampshire, Emily (Royal Holloway, U. of London) ; Han, Jingyi (Shandong U.) ; Han, Liangliang (Nanjing U.) ; Han, Liang (Hefei, CUST) ; Han, Shuo (LBL, Berkeley) ; Hanagaki, Kazunori (KEK, Tsukuba) ; Hance, Mike (UC, Santa Cruz) ; Hangal, Dhanush Anil (Nevis Labs, Columbia U.) ; Hanif, Hamza (Simon Fraser U.) ; Hank, Michael Donald (Pennsylvania U.) ; Hansen, Jorgen Beck (Bohr Inst.) ; Hansen, Peter (Bohr Inst.) ; Harada, Daigo (Geneva U.) ; Harenberg, Torsten (Wuppertal U.) ; Harkusha, Siarhei (Yerevan Phys. Inst.) ; Harris, Matthew Leary (Massachusetts U., Amherst) ; Harris, Ynyr (Bonn U.) ; Harrison, Jack (Barcelona, IFAE) ; Harrison, Natalie Marie (Ohio State U.) ; Harrison, Paul Fraser (Warwick U.) ; Hartman, Nicole Michelle (Munich, Max Planck Inst.) ; Krug, Nikolai (Munich U.) ; Hasan, Rosanne Zara (Royal Holloway, U. of London ; Rutherford) ; Hasegawa, Yoji (Shinshu U.) ; Haslbeck, Florian (Oxford U.) ; Hassan, Sohaib (Bergen U.) ; Hauser, Reiner (Michigan State U.) ; Hawkes, Chris (Birmingham U.) ; Hawkings, Richard (CERN) ; Hayashi, Yuichiro (Tokyo U., ICEPP) ; Hayden, Daniel (Michigan State U.) ; Hayes, Christopher Robyn (Michigan U.) ; Hayes, Robin (Nikhef) ; Hays, Chris (Oxford U.) ; Hays, Jonathan (Queen Mary, U. of London) ; Hayward, Helen (Liverpool U.) ; He, Fudong (Hefei, CUST) ; He, Mingxu (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; He, Yajun (DESY) ; He, Yi (University Coll. London) ; Heatley, Nathan Barry (Queen Mary, U. of London) ; Hedberg, Vincent (Lund U.) ; Heggelund, Andreas Lokken (Oslo U.) ; Heidegger, Constantin (Freiburg U.) ; Heidegger, Kim Katrin (Freiburg U.) ; Heilman, Jesse (Carleton U.) ; Heim, Sarah (DESY) ; Heim, Timon (LBL, Berkeley) ; Heinlein, James Geddy (Pennsylvania U.) ; Heinrich, Jochen Jens (Oregon U.) ; Heinrich, Lukas Alexander (Munich, Max Planck Inst. ; Tech. U., Munich (main)) ; Hejbal, Jiri (Prague, Inst. Phys.) ; Held, Alexander (Wisconsin U., Madison) ; Hellesund, Simen (Bergen U.) ; Helling, Cole Michael (British Columbia U.) ; Hellman, Sten (Stockholm U. ; Stockholm U., OKC) ; Henderson, Robert (Lancaster U.) ; Henkelmann, Lars (Cambridge U.) ; Henriques Correia, Ana Maria (CERN) ; Herde, Hannah Elizabeth (Lund U.) ; Hernandez Jimenez, Yesenia (SUNY, Stony Brook) ; Herrmann, Lena Maria (Bonn U.) ; Herrmann, Tim (Dresden, Tech. U.) ; Herten, Gregor (Freiburg U.) ; Hertenberger, Ralf (Munich U.) ; Hervas, Luis (CERN) ; Hesping, Moritz (Mainz U.) ; Hessey, Nigel (TRIUMF) ; Hessler, Johannes (Munich, Max Planck Inst.) ; Hidaoui, Mourad (Ibn Tofail U.) ; Hidic, Nihad (Charles U.) ; Hill, Ewan Chin (Toronto U.) ; Hillier, Stephen (Birmingham U.) ; Hinds, Julia Rose (Michigan State U.) ; Hinterkeuser, Florian (Bonn U.) ; Hirose, Minoru (Osaka U.) ; Hirose, Shigeki (Tsukuba U.) ; Hirschbuehl, Dominic (Wuppertal U.) ; Hitchings, Tom (Manchester U.) ; Hiti, Bojan (Stefan Inst., Ljubljana) ; Hobbs, John David (SUNY, Stony Brook) ; Hobincu, Radu (Bucharest, Polytechnic Inst.) ; Tal Hod, Noam (Weizmann Inst.) ; Hodgkinson, Mark (Sheffield U.) ; Hodkinson, Ben (Oxford U.) ; Hoecker, Andreas (CERN) ; Hofer, Dustyn Dean (Michigan U.) ; Hofer, Judith (Valencia U., IFIC) ; Holzbock, Michael (CERN) ; Hommels, Bart (Cambridge U.) ; Honan, Benjamin Paul (Manchester U.) ; Hong, Jae Jin (Indiana U.) ; Hong, Jiangliu (Shanghai Jiao Tong U.) ; Hong, Tae Min (Pittsburgh U.) ; Hooberman, Benjamin Henry (Illinois U., Urbana) ; Hopkins, Walter (Argonne) ; Hoppesch, Matthew Caleb (Illinois U., Urbana) ; Horii, Yasuyuki (Nagoya U.) ; Horstmann, Malin Elisabeth (Munich, Max Planck Inst.) ; Hou, Suen (Taiwan, Inst. Phys.) ; Housenga, Mason Ray (Illinois U., Urbana) ; Howard, Alissa Shirley-Ann (Stefan Inst., Ljubljana) ; Howarth, James William (Glasgow U.) ; Hoya, Joaquin (Argonne) ; Hrabovsky, Miroslav (Palacky U.) ; Hrynova, Tetiana (Annecy, LAPP) ; Hsu, Pai-Hsien (Taiwan, Natl. Tsing Hua U.) ; Hsu, Shih-Chieh (Washington U., Seattle) ; Hsu, Tao (IJCLab, Orsay) ; Hu, Miao (LBL, Berkeley) ; Hu, Qipeng (Hefei, CUST) ; Huang, Shuhui (Cambridge U.) ; Huang, Xinhui (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; Huang, Yicong (Charles U.) ; Huang, Yingjun (SYSU, Guangzhou) ; Huang, Yan (Mainz U.) ; Huang, Yanping (Beijing, Inst. High Energy Phys.) ; Huang, Zuchen (Manchester U.) ; Hubacek, Zdenek (Prague, Tech. U.) ; Hubner, Michael (Bonn U.) ; Huegging, Fabian (Bonn U.) ; Huffman, Todd Brian (Oxford U.) ; Hufnagel, Mateus (Juiz de Fora U.) ; Hugli, Cedrine Alexandra (DESY) ; Huhtinen, Mika (CERN) ; Huiberts, Simon Kristian (Bergen U.) ; Hulsken, Raphael Alain (McGill U.) ; Hultquist, Charles Elliott (LBL, Berkeley) ; Huseynov, Nazim (Baku, Inst. Phys. ; N/A ) ; Huston, Joey (Michigan State U.) ; Huth, John (Harvard U., Phys. Dept.) ; Hyneman, Rachel Jordan (Arizona U.) ; Iacobucci, Giuseppe (Geneva U.) ; Iakovidis, George (Brookhaven) ; Iconomidou-Fayard, Lydia (IJCLab, Orsay) ; Iddon, James Philip (CERN) ; Iengo, Paolo (Naples U.) ; Iguchi, Ryunosuke (Tokyo U., ICEPP) ; Iiyama, Yutaro (Tokyo U., ICEPP) ; Iizawa, Tomoya (Oxford U.) ; Ikegami, Yoichi (KEK, Tsukuba) ; Iliadis, Dimitrios (Aristotle U., Thessaloniki) ; Ilic, Nikolina (Toronto U.) ; Imam, Hajar (Sao Paulo U.) ; Inacio Goncalves, Guilherme (Rio de Janeiro State U.) ; Infante Cabanas, Sebastian Alonso (La Serena U.) ; Ingebretsen Carlson, Tom (Stockholm U. ; Stockholm U., OKC) ; Inglis, James (Queen Mary, U. of London) ; Introzzi, Gianluca (INFN, Pavia ; Pavia U.) ; Iodice, Mauro (Rome III U.) ; Ippolito, Valerio (INFN, Rome ; Rome U.) ; Irwin, Rebecca Katie (Liverpool U.) ; Ishino, Masaya (Tokyo U., ICEPP) ; Islam, Wasikul (Wisconsin U., Madison) ; Issever, Cigdem (Humboldt U., Berlin) ; Istin, Serhat (Bogazici U. ; Yeditepe U.) ; Ito, Hiroki (Waseda U.) ; Iuppa, Roberto (TIFPA-INFN, Trento ; Trento U.) ; Ivina, Anna (Weizmann Inst.) ; Izzo, Vincenzo (Naples U.) ; Jacka, Petr (Prague, Inst. Phys.) ; Jackson, Paul (Adelaide U. ) ; Jain, Prasham (DESY) ; Jakobs, Karl (Freiburg U.) ; Jakoubek, Tomas (Weizmann Inst.) ; Jamieson, Jonathan (Glasgow U.) ; Jang, Wonho (Tokyo U., ICEPP) ; Javurkova, Martina (Massachusetts U., Amherst) ; Jawahar, Pratik (Manchester U.) ; Jeanty, Laura (Oregon U.) ; Jejelava, Juansher (Tbilisi, Inst. Phys.) ; Jenni, Peter (Freiburg U. ; CERN) ; Jessiman, Callan (Carleton U.) ; Jia, Chen (Shandong U.) ; Jia, Hao (British Columbia U.) ; Jia, Jiangyong (SUNY, Stony Brook) ; Jia, Xuewei (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; Jia, Zihang (Nanjing U.) ; Jiang, Cheng (Edinburgh U.) ; Jiang, Qimin (Hong Kong U.) ; Jiggins, Stephen (DESY) ; Jimenez Pena, Javier (Barcelona, IFAE) ; Jin, Shan (Nanjing U.) ; Jinaru, Adam (Bucharest, IFIN-HH) ; Jinnouchi, Osamu (Tokyo Inst. Tech.) ; Johansson, Per Daniel Conny (Sheffield U.) ; Johns, Kenneth (Arizona U.) ; Johnson, Jacob (UC, Santa Cruz) ; Jolly, Fiona Ann (DESY) ; Jones, Dominic (Sussex U.) ; Jones, Eleanor (DESY) ; Jones, Kyle Scott (Texas U., Arlington) ; Jones, Paul (Cambridge U.) ; Jones, Roger (Lancaster U.) ; Jones, Tim (Liverpool U.) ; Joos, Hans Ludwig (Gottingen U., II. Phys. Inst. ; CERN) ; Joshi, Roshan (Ohio State U.) ; Jovicevic, Jelena (Belgrade U.) ; Ju, Xiangyang (LBL, Berkeley) ; Junggeburth, Johannes (CERN) ; Junkermann, Thomas (Kirchhoff Inst. Phys.) ; Juste Rozas, Aurelio (Barcelona, IFAE ; ICREA, Barcelona) ; Juzek, Monika Katarzyna (Cracow, INP) ; Kabana, Sonia (Tarapaca U.) ; Kaczmarska, Anna (Cracow, INP) ; Kado, Marumi (Munich, Max Planck Inst.) ; Kagan, Harris (Ohio State U.) ; Kagan, Michael (SLAC) ; Kahn, Abraham (Pennsylvania U.) ; Kahra, Christian (Mainz U.) ; Kaji, Toshiaki (Tokyo U., ICEPP) ; Kajomovitz Must, Enrique (Technion) ; Kakati, Nilotpal (Weizmann Inst.) ; Kalaitzidou, Ilia (Freiburg U.) ; Kang, Nathan Jihoon (UC, Santa Cruz) ; Kar, Deepak (Witwatersrand U.) ; Karava, Kla (Oxford U.) ; Karentzos, Efstathios (Bonn U.) ; Karkout, Osama (Nikhef) ; Karpov, Sergey (CERN) ; Karpova, Zoya (CERN) ; Kartvelishvili, Vato (Lancaster U.) ; Karyukhin, Andrey (CERN) ; Kasimi, Eirini (Aristotle U., Thessaloniki) ; Katzy, Judith (DESY) ; Kaur, Sandeep (Carleton U.) ; Kawade, Kentaro (Shinshu U.) ; Kawale, Mayuri Prabhakar (Oklahoma U.) ; Kawamoto, Chihiro (Kyoto U.) ; Kawamoto, Tatsuo (Hefei, CUST) ; Kay, Ellis (CERN) ; Kaya, Colette (Tufts U.) ; Kazakos, Stergios (Michigan State U.) ; Kazanin, Vassili (CERN) ; Ke, Yan (SUNY, Stony Brook) ; Keaveney, James Michael (Cape Town U.) ; Keeler, Richard (Victoria U.) ; Kehris, Gustavs (Harvard U., Phys. Dept.) ; Keller, John Stakely (Carleton U.) ; Kempster, Jacob Julian (Sussex U.) ; Kepka, Oldrich (Prague, Inst. Phys.) ; Kerr, Justin (York U., Canada) ; Kerridge, Benjamin Philip (Rutherford) ; Kersevan, Borut Paul (Stefan Inst., Ljubljana) ; Keszeghova, Lucia (Comenius U.) ; Khan, Raees Ahmad (Pittsburgh U.) ; Khanov, Alexander (Oklahoma State U.) ; Kharlamov, Alexey (CERN) ; Kharlamova, Tatyana (CERN) ; Khoda, Elham (Washington U., Seattle) ; Kholodenko, Marina (LIP, Lisbon) ; Khoo, Teng Jian (Humboldt U., Berlin) ; Khoriauli, Gia (Wurzburg U.) ; Khubua, Djemal (Tbilisi State U.) ; Khwaira, Yahya A.R. (Paris U., VI-VII) ; Kibirige, Beatty (Witwatersrand U.) ; Kim, Doyeong (Argonne) ; Kim, Dongwon (Stockholm U. ; Stockholm U., OKC) ; Kim, Young-Kee (Chicago U., EFI) ; Kimura, Naoki (University Coll. London) ; Kingston, Matthew Kevin (Gottingen U., II. Phys. Inst.) ; Kirchhoff, Andreas (Gottingen U., II. Phys. Inst.) ; Kirfel, Christian (Bonn U.) ; Kirfel, Florian (Bonn U.) ; Kirk, Julie (Rutherford) ; Kiryunin, Andrei (Munich, Max Planck Inst.) ; Kita, Sayuka (Tsukuba U.) ; Kitsaki, Chara (Natl. Tech. U., Athens) ; Kivernyk, Oleh (Bonn U.) ; Klassen, Martin (Tufts U.) ; Klein, Christoph Thomas (Carleton U.) ; Klein, Lucas (Wurzburg U.) ; Klein, Matthew Henry (Southern Methodist U.) ; Klein, Samuel Byrne (Geneva U.) ; Klein, Uta (Liverpool U.) ; Klimentov, Alexei (Brookhaven) ; Klioutchnikova, Tatiana (CERN) ; Kluit, Peter (Nikhef) ; Kluth, Stefan (Munich, Max Planck Inst.) ; Kneringer, Emmerich (Innsbruck U.) ; Knight, Timothy Michael (Toronto U.) ; Knue, Andrea Helen (Dortmund U.) ; Kobylianskii, Dmitrii (Weizmann Inst.) ; Koch, Simon Florian (Oxford U.) ; Kocian, Martin (SLAC) ; Kodys, Peter (Charles U.) ; Kock, Daniela (Oregon U.) ; Konig, Philipp Thomas (Bonn U.) ; Koffas, Thomas (Carleton U.) ; Kolay, Orcun (Dresden, Tech. U.) ; Koletsou, Iro (Annecy, LAPP) ; Komarek, Tomas (Cracow, INP) ; Koeneke, Karsten (Gottingen U., II. Phys. Inst.) ; Kong, Albert (Adelaide U. ) ; Kono, Takanori (Ochanomizu U.) ; Konstantinidis, Nikolaos (University Coll. London) ; Kontaxakis, Pantelis (Geneva U.) ; Konya, Balazs (Lund U.) ; Kopeliansky, Revital (Nevis Labs, Columbia U.) ; Koperny, Stefan Zenon (AGH-UST, Cracow) ; Korcyl, Krzysztof Marian (Cracow, INP) ; Kordas, Kostas (Aristotle U., Thessaloniki ; N/A) ; Korn, Andreas (University Coll. London) ; Korn, Steffen (Gottingen U., II. Phys. Inst.) ; Korolkov, Ilya (Barcelona, IFAE) ; Korotkova, Natalia (CERN) ; Kortman, Bryan (Nikhef) ; Kortner, Oliver (Munich, Max Planck Inst.) ; Kortner, Sandra (Munich, Max Planck Inst.) ; Kostecka, Will (Northern Illinois U.) ; Kostyukhin, Vadim (Siegen U.) ; Kotsokechagia, Anastasia (CERN) ; Kotwal, Ashutosh (Duke U.) ; Koulouris, Aimilianos (CERN) ; Kourkoumeli-Charalampidi, Athina (INFN, Pavia ; Pavia U.) ; Kourkoumelis, Christine (Athens U.) ; Kourlitis, Vangelis (Munich, Max Planck Inst. ; Tech. U., Munich (main)) ; Kovanda, Ondrej (Oregon U.) ; Kowalewski, Bob (Victoria U.) ; Kozanecki, Witold (Oregon U.) ; Kozhin, Anatoli (CERN) ; Kramarenko, Viktor (CERN) ; Kramberger, Gregor (Stefan Inst., Ljubljana) ; Kramer, Peter (Bonn U.) ; Krasny, Mieczyslaw Witold (Paris U., VI-VII) ; Krasznahorkay, Attila (Massachusetts U., Amherst) ; Kraus, Arthur Charles (Northern Illinois U.) ; Kraus, Johanna Wanda (Wuppertal U.) ; Kremer, Jakub (DESY) ; Kresse, Tom (Dresden, Tech. U.) ; Kretschmann, Lukas (Wuppertal U.) ; Kretzschmar, Jan (Liverpool U.) ; Kreul, Ken Matthias (Humboldt U., Berlin) ; Krieger, Peter (Toronto U.) ; Krizka, Karol (Birmingham U.) ; Kroeninger, Kevin Alexander (Dortmund U.) ; Kroha, Hubert (Munich, Max Planck Inst.) ; Kroll, Jiri (Prague, Inst. Phys.) ; Kroll, Ira Joseph (Pennsylvania U.) ; Krowpman, Kyle Stuart (Michigan State U.) ; Kruchonak, Uladzimir (CERN) ; Krueger, Hans (Bonn U.) ; Krumnack, Nils Erik (Iowa State U.) ; Kruse, Mark (Duke U.) ; Kuchinskaia, Olesia (CERN) ; Kuday, Sinan (Ankara U.) ; Kuehn, Susanne (CERN) ; Kusters, Roman (Freiburg U.) ; Kuhl, Thorsten (DESY) ; Kukhtin, Victor (CERN) ; Koultchitski, Yuri (CERN) ; Kuleshov, Serguei (Andres Bello Natl. U. ; SAPHIR Millennium Inst.) ; Kumar, Mukesh (Witwatersrand U.) ; Kumari, Neelam (DESY) ; Kumari, Priyanka (York U., Canada) ; Kupco, Alexander (Prague, Inst. Phys.) ; Kupfer, Tobias (Dortmund U.) ; Kupich, Andrey (CERN) ; Kuprash, Oleg (Freiburg U.) ; Kurashige, Hisaya (Kobe U.) ; Kurchaninov, Leonid (TRIUMF) ; Kurdysh, Oleksii (Annecy, LAPP) ; Kurochkin, Yurii (CERN) ; Kurova, Anastasia (CERN) ; Kuze, Masahiro (Tokyo Inst. Tech.) ; Kvam, Audrey Katherine (Massachusetts U., Amherst) ; Kvita, Jiri (Palacky U.) ; Kyriacou, Nicholas (Michigan U.) ; Laatu, Lauri Antti Olavi (Marseille, CPPM) ; Lacasta Llacer, Carlos (Valencia U., IFIC) ; Lacava, Francesco (INFN, Rome ; Rome U.) ; Lacker, Heiko Markus (Humboldt U., Berlin) ; Lacour, Didier (Paris U., VI-VII) ; Lad, Nisha Nareshbhai (University Coll. London) ; Ladygin, Evgueni (CERN) ; Lafarge, Arthur (Clermont-Ferrand U.) ; Laforge, Bertrand (Paris U., VI-VII) ; Lagouri, Theodota (Yale U.) ; Lahbabi, Fatima Zahra (Casablanca U.) ; Lai, Stan (Gottingen U., II. Phys. Inst.) ; Lambert, Joseph Earl (Victoria U.) ; Lammers, Sabine Wedam (Indiana U.) ; Lampl, Walter (Arizona U.) ; Lampoudis, Christos (Aristotle U., Thessaloniki ; N/A) ; Lamprinoudis, Georgios (Mainz U.) ; Lancaster, Alec (Northern Illinois U.) ; Lancon, Eric (Brookhaven) ; Landgraf, Ulrich (Freiburg U.) ; Landon, Murrough (Queen Mary, U. of London) ; Lang, Valerie (Freiburg U.) ; Langrekken, Oda Kristin Berg (Oslo U.) ; Lankford, Andrew James (UC, Irvine) ; Lanni, Francesco (CERN) ; Lantzsch, Kerstin (Bonn U.) ; Lanza, Agostino (INFN, Pavia) ; Lanzac Berrocal, Marta (Valencia U., IFIC) ; Laporte, Jean-Francois (IRFU, Saclay) ; Lari, Tommaso (INFN, Milan) ; Lasagni Manghi, Federico (INFN, Bologna) ; Lassnig, Mario (CERN) ; Latonova, Vera (Prague, Inst. Phys.) ; Lawlor, Sean Dean (Sheffield U.) ; Lawrence, Zak (Manchester U.) ; Lazaridou, Roxani (Warwick U.) ; Lazzaroni, Massimo (INFN, Milan ; Milan U.) ; Le, Hieu (Michigan State U.) ; Le Boulicaut Ennis, Elise Maria (Yale U.) ; Le Pottier, Luc Tomas (LBL, Berkeley) ; Leban, Blaz (INFN, Bologna ; Bologna U.) ; Leblanc, Matt (Manchester U.) ; Ledroit, Fabienne (LPSC, Grenoble) ; Lee, Shih-Chang (Taiwan, Inst. Phys.) ; Lee, Ting Fung (Liverpool U.) ; Leeuw, Lerothodi Leonard (Johannesburg U. ; Western Cape U.) ; Lefebvre, Michel (Victoria U.) ; Leggett, Charles (LBL, Berkeley) ; Lehmann Miotto, Giovanna (CERN) ; Leigh, Matthew (Geneva U.) ; Leight, William Axel (Massachusetts U., Amherst) ; Leinonen, Waltteri (Nijmegen U.) ; Leisos, Antonios (Aristotle U., Thessaloniki ; Hellenic Open U., Patras) ; Lisboa Leite, Marco (Sao Paulo U.) ; Leitgeb, Clara Elisabeth (Humboldt U., Berlin) ; Leitner, Rupert (Charles U.) ; Leney, Katharine (Southern Methodist U.) ; Lenz, Tatjana (Bonn U.) ; Leone, Sandra (INFN, Pisa) ; Leonidopoulos, Christos (Edinburgh U.) ; Leopold, Alexander (Royal Inst. Tech., Stockholm) ; Lepage Bourbonnais, Jeremie Harmond (Carleton U.) ; Les, Robert (Michigan State U.) ; Lester, Christopher (Cambridge U.) ; Levchenko, Mikhail (CERN) ; Leveque, Jessica (Annecy, LAPP) ; Levinson, Lorne (Weizmann Inst.) ; Levrini, Giacomo (INFN, Bologna ; Bologna U.) ; Lewicki, Maciej Piotr (Cracow, INP) ; Lewis, Charles (Washington U., Seattle) ; Lewis, Daniel (Annecy, LAPP) ; Lewitt, Lucy (Sheffield U.) ; Li, Ang (Brookhaven) ; Li, Bing (Shandong U.) ; Li, Chihao (Michigan U.) ; Li, Changqiao (Munich, Max Planck Inst.) ; Li, Heng (Hefei, CUST) ; Li, Han (Shandong U.) ; Li, Huanguo (Manchester U.) ; Li, Hui (Tsinghua U., Beijing) ; Li, Haifeng (Shandong U.) ; Li, Jialin (Shanghai Jiao Tong U.) ; Li, Ke (Beijing, Inst. High Energy Phys.) ; Li, Liang (Shanghai Jiao Tong U.) ; Li, Runze (Yale U.) ; Li, Shuqi (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; Li, Shu (Tsung-Dao Lee Inst., Shanghai ; Shanghai Jiao Tong U. ; Peking U., CHEP) ; Li, Tong (APC, Paris) ; Li, Xingguo (McGill U.) ; Li, Zhelun (Tokyo U., ICEPP) ; Li, Zhan (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; Li, Zhijie (Hefei, CUST) ; Liang, Shiyi (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; Liang, Zhijun (Beijing, Inst. High Energy Phys.) ; Liberatore, Marianna (IRFU, Saclay) ; Liberti, Barbara (Rome U., Tor Vergata) ; Lie, Ki (Hong Kong U. Sci. Tech.) ; Lieber Marin, Juan (Bahia U.) ; Lien, Hsuan-Chu (Indiana U.) ; Lin, Hui-Chi (Michigan U.) ; Linden, Lars (Munich U.) ; Lindley, Rachel Elizabeth (Arizona U.) ; Lindon, Jack (Alberta U.) ; Ling, Jerry (Harvard U., Phys. Dept.) ; Lipeles, Elliot (Pennsylvania U.) ; Lipniacka, Anna (Bergen U.) ; Lister, Alison (British Columbia U.) ; Little, Jared (Indiana U.) ; Liu, Bo (Beijing, Inst. High Energy Phys.) ; Liu, Bingxuan (SYSU, Guangzhou) ; Liu, Danning (Tsung-Dao Lee Inst., Shanghai ; Shanghai Jiao Tong U.) ; Liu, Eric Hsien Lung (Birmingham U.) ; Liu, Jesse (Cambridge U.) ; Liu, Kang (Tsung-Dao Lee Inst., Shanghai) ; Liu, Kun (Tsung-Dao Lee Inst., Shanghai ; Shanghai Jiao Tong U.) ; Liu, Minghui (Hefei, CUST) ; Liu, Mingyi (Hefei, CUST) ; Liu, Peilian (Beijing, Inst. High Energy Phys.) ; Liu, Qibin (Tsung-Dao Lee Inst., Shanghai ; Washington U., Seattle ; Shanghai Jiao Tong U.) ; Liu, Xiaotian (Hefei, CUST) ; Liu, Xinyan (Shandong U.) ; Liu, Yang (SYSU, Guangzhou ; UCAS, Beijing) ; Liu, Yanlin (Shandong U.) ; Liu, Yanwen (Hefei, CUST) ; Lloyd, Steve (Queen Mary, U. of London) ; Lobodzinska, Ewelina Maria (DESY) ; Loch, Peter (Arizona U.) ; Lodhi, Eesha (Toronto U.) ; Lohse, Thomas (Humboldt U., Berlin) ; Lohwasser, Kristin (Sheffield U.) ; Loiacono, Eleonora (DESY) ; Lomas, Joshua David (Birmingham U.) ; Long, Jonathan (Nevis Labs, Columbia U.) ; Longarini, Iacopo (UC, Irvine) ; Longo, Riccardo (Illinois U., Urbana) ; Lopez Solis, Alvaro (DESY) ; Lopez-Canelas, Nicholas Albert (Arizona U.) ; Lorenzo Martinez, Narei (Annecy, LAPP) ; Lory, Alexander (Munich U.) ; Losada, Martha Alice (New York U., Abu Dhabi) ; Loeschcke Centeno, Gianna (Sussex U.) ; Loseva, Olesia (CERN) ; Lou, Xuanhong (Stockholm U. ; Stockholm U., OKC) ; Lou, Xinchou (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; Lounis, Abdenour (IJCLab, Orsay) ; None, None (U. Liege, IFPA) ; Love, Peter (Lancaster U.) ; Lu, Gangcheng (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; Lu, Miaoran (IJCLab, Orsay) ; Lu, Sicong (Pennsylvania U.) ; Lu, Yun-Ju (Taiwan, Inst. Phys.) ; Lubatti, Henry (Washington U., Seattle) ; Luci, Claudio (INFN, Rome ; Rome U.) ; Lucio Alves, Fabio Lucio (Nanjing U.) ; Luehring, Fred (Indiana U.) ; Lunday, Benjamin Sterling (Pennsylvania U.) ; Lundberg, Olof (Royal Inst. Tech., Stockholm) ; Lund-Jensen, Bengt (Royal Inst. Tech., Stockholm) ; Luongo, Nicholas (Argonne) ; Lutz, Margaret (CERN) ; Lux, Adam Brayton (Boston U.) ; Lynn, David (Brookhaven) ; Lysak, Roman (Prague, Inst. Phys.) ; Lytken, Else (Lund U.) ; Lyubushkin, Vladimir (CERN) ; Lyubushkina, Tatiana (CERN) ; Lyukova, Mars (SUNY, Stony Brook) ; Soberi, Firdaus (Edinburgh U.) ; Ma, Hong (Brookhaven) ; Ma, Kuo (Hefei, CUST) ; Ma, Lianliang (Shandong U.) ; Ma, Wenhao (Hefei, CUST) ; Ma, Yanhui (Oklahoma State U.) ; Macdonald, Jack (Mainz U.) ; Machado De Abreu Farias, Paulo Cesar (Bahia U.) ; Madar, Romain (Clermont-Ferrand U.) ; Madula, Thandikire (University Coll. London) ; Maeda, Junpei (Kobe U.) ; Maeno, Tadashi (Brookhaven) ; Mafa, Pedro Takisa (Johannesburg U. ; n/a) ; Maguire, Helen Ruth (Sheffield U.) ; Maiboroda, Vera (IRFU, Saclay) ; Maio, Amelia (LIP, Lisbon ; Lisboa U., CFNUL ; Lisbon U., CFNUL) ; Maj, Klaudia (AGH-UST, Cracow) ; Majersky, Oliver (DESY) ; Majewski, Stephanie (Oregon U.) ; Makhmanazarov, Ramdas (CERN) ; Makovec, Nikola (IJCLab, Orsay) ; Maksimovic, Veljko (Belgrade U.) ; Malaescu, Bogdan (Paris U., VI-VII) ; Malecki, Pawel (Cracow, INP) ; Maleev, Victor (CERN) ; Malek, Fairouz (LPSC, Grenoble ; Stellenbosch U.) ; Mali, Miha (Stefan Inst., Ljubljana) ; Malito, Davide (Royal Holloway, U. of London) ; Mallik, Usha (Iowa U.) ; Maltezos, Stavros (Natl. Tech. U., Athens) ; Malyukov, Sergey (CERN) ; Mamuzic, Judita (Barcelona, IFAE) ; Mancini, Giada (Frascati) ; Mancini, Maya Nicole (Brandeis U.) ; Manco, Giulia (INFN, Pavia ; Pavia U.) ; Mandalia, Jesal (Queen Mary, U. of London) ; Mandarry, Shaadil Shah (Sussex U.) ; Mandic, Igor (Stefan Inst., Ljubljana) ; Manhaes De Andrade Filho, Luciano (Juiz de Fora U.) ; Maniatis, Ioannis Michail (Weizmann Inst.) ; Manjarres, Joany (L2IT, Toulouse) ; Mankad, Dvij (Weizmann Inst.) ; Mann, Alexander (Munich U.) ; Manzoni, Stefano (CERN) ; Mao, Lining (Shanghai Jiao Tong U.) ; Mapekula, Xola Gugulethu (Johannesburg U.) ; Marantis, Alexandros (Aristotle U., Thessaloniki ; Hellenic Open U., Patras) ; Marchiori, Giovanni (APC, Paris) ; Marcisovsky, Michal (Prague, Inst. Phys.) ; Marcon, Caterina (INFN, Milan) ; Marinescu, Mihaela (Birmingham U.) ; Marium, Sadia (DESY) ; Marjanovic, Marija (Oklahoma U.) ; Markhoos, Ahmed (Freiburg U.) ; Markovitch, Mathieu (IJCLab, Orsay) ; Maroun, Matthew Kenneth (Massachusetts U., Amherst) ; Marshall, Emma (Lancaster U.) ; Marshall, Zach (LBL, Berkeley) ; Marti I Garcia, Salvador (Valencia U., IFIC) ; Martin, Juliette (University Coll. London) ; Martin, Tim (Rutherford) ; Martin, Victoria (Edinburgh U.) ; Martin Dit Latour, Bertrand (Bergen U.) ; Martinelli, Luca (INFN, Rome ; Rome U.) ; Martinez-Perez, Mario (Barcelona, IFAE ; ICREA, Barcelona) ; Martinez Agullo, Pablo (Valencia U., IFIC) ; Martinez Outschoorn, Verena Ingrid (Massachusetts U., Amherst) ; Martinez Suarez, Paula (Barcelona, IFAE) ; Martin-Haugh, Stewart (Rutherford) ; Martinovicova, Gabriela (Charles U.) ; Martoiu, Sorin (Bucharest, IFIN-HH) ; Martynwood, Alex Christopher (University Coll. London) ; Marzin, Antoine (CERN) ; Mascione, Daniela (TIFPA-INFN, Trento ; Trento U.) ; Masetti, Lucia (Mainz U.) ; Masik, Jiri (Manchester U.) ; Maslennikov, Alexei (CERN) ; Mason, Sylvia Louise (Nevis Labs, Columbia U.) ; Massarotti, Paolo (Naples U.) ; Mastrandrea, Paolo (INFN, Pisa ; Pisa U.) ; Mastroberardino, Anna (INFN, Cosenza ; Calabria U.) ; Masubuchi, Tatsuya (Osaka U.) ; Mathew, Timothy Thankachen (Oregon U.) ; Matousek, Jan (Charles U.) ; Mattern, Donna Maria (Dortmund U.) ; Maurer, Julien (Bucharest, IFIN-HH) ; Maurin, Theo (Glasgow U.) ; Maury, Arnaud Jean (IJCLab, Orsay) ; Macek, Bostjan (Stefan Inst., Ljubljana) ; Maximov, Dmitriy (CERN) ; May, Alex (Manchester U.) ; Mayer, Eva (Clermont-Ferrand U.) ; Mazini, Rachid (Witwatersrand U.) ; Maznas, Ioannis (Northern Illinois U.) ; Mazza, Maria (Michigan State U.) ; Mazza, Simone Michele (UC, Santa Cruz) ; Mazzeo, Elena (INFN, Milan ; Milan U.) ; Mc Gowan, John Patrick (Victoria U.) ; Mc Kee, Shawn (Michigan U.) ; Mc Lean, Christine Angela (Argonne) ; Mccracken, Callum (British Columbia U.) ; Mcdonald, Millie (Melbourne U.) ; Mcdougall, Ashley Ellen (Nikhef) ; Mcelhinney, Luke Francis (Lancaster U.) ; Mcfayden, Josh (Sussex U.) ; Mc Govern, Bobby (Pennsylvania U.) ; Mckenzie, Ryan Peter (Witwatersrand U.) ; Mclachlan, Thomas Christopher (DESY) ; Mclaughlin, Donal Joseph (University Coll. London) ; Mcmahon, Steve (Rutherford) ; Mcpartland, Conor (Liverpool U.) ; Mcpherson, Rob (Victoria U. ; IPP, Canada) ; Mehlhase, Sascha (Munich U.) ; Mehta, Andrew (Liverpool U.) ; Melini, Davide (Valencia U., IFIC) ; Mellado Garcia, Bruce (Witwatersrand U.) ; Melo, Andres Hugo (Gottingen U., II. Phys. Inst.) ; Meloni, Federico (DESY) ; Mendes Jacques Da Costa, Antonio Manuel (Manchester U.) ; Meng, Huan Yu (Toronto U.) ; Meng, Lingxin (Lancaster U.) ; Menke, Sven (Munich, Max Planck Inst.) ; Mentink, Matthias (CERN) ; Meoni, Evelin (INFN, Cosenza ; Calabria U.) ; Mercado, Gretel (Northern Illinois U.) ; Merianos, Spyridon (Aristotle U., Thessaloniki) ; Merlassino, Claudia (INFN, Udine ; Udine U.) ; Meroni, Chiara (INFN, Milan ; Milan U.) ; Metcalfe, Jessica (Argonne) ; Mete, Alaettin Serhan (Argonne) ; Meuser, Emanuel (Mainz U.) ; Meyer, Chris (Indiana U.) ; Meyer, Jean-Pierre (IRFU, Saclay) ; Middleton, Robin (Rutherford) ; Mijovic, Liza (Edinburgh U.) ; Mikenberg, George (Weizmann Inst.) ; Mikestikova, Marcela (Prague, Inst. Phys.) ; Mikuz, Marko (Stefan Inst., Ljubljana) ; Mildner, Hannes (Mainz U.) ; Milic, Adriana (CERN) ; Miller, David (Chicago U., EFI) ; Miller, Eric Haynes (SLAC) ; Miller, Laura Stephanie (Carleton U.) ; Milov, Alexander (Weizmann Inst.) ; Milstead, David Anthony (Stockholm U. ; Stockholm U., OKC) ; Min, Tianjue (Nanjing U.) ; Minaenko, Andrei (CERN) ; Minashvili, Irakli (Tbilisi State U.) ; Mincer, Allen Irving (New York U.) ; Mindur, Bartosz (AGH-UST, Cracow) ; Mineev, Mikhail (CERN) ; Mino, Yuya (Kyoto U.) ; Mir Martinez, Lluisa Maria (Barcelona, IFAE) ; Miralles Lopez, Marcos (Glasgow U.) ; Mironova, Maria (LBL, Berkeley) ; Missio, Marion (Nijmegen U.) ; Mitra, Ankush (Warwick U.) ; Mitsou, Vasiliki (Valencia U., IFIC) ; Mitsumori, Yuki (Nagoya U.) ; Miu, Ovidiu (Toronto U.) ; Miyagawa, Paul (Queen Mary, U. of London) ; Mkrtchyan, Tigran (Kirchhoff Inst. Phys.) ; Mlinarevic, Marin (University Coll. London) ; Mlinarevic, Toni (University Coll. London) ; Mlynarikova, Michaela (CERN) ; Mobius, Silke (Bern U., LHEP) ; Mogg, Philipp (Munich U.) ; Mohamed Farook, Mohamed Hijas (New Mexico U.) ; Mohammed, Abdualazem Fadol (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; Mohapatra, Soumya (Nevis Labs, Columbia U.) ; Mohiuddin, Saad (Oklahoma State U.) ; Mokgatitswane, Gaogalalwe (Witwatersrand U.) ; Moleri, Luca (Weizmann Inst.) ; Mondal, Buddhadeb (Siegen U.) ; Mondal, Santu (Prague, Tech. U.) ; Monig, Klaus (DESY) ; Monnier, Emmanuel (Marseille, CPPM) ; Monsonis Romero, Luis (Valencia U., IFIC) ; Montejo Berlingen, Javier (Barcelona, IFAE) ; Montella, Alessandro (Stockholm U. ; Stockholm U., OKC) ; Montella, Marco (Ohio State U.) ; Montereali, Federico (Rome III U.) ; Monticelli, Fernando (La Plata U.) ; Monzani, Simone (INFN, Udine ; Udine U.) ; Morancho Tarda, Arnau (Bohr Inst.) ; Morange, Nicolas (IJCLab, Orsay) ; Moreira De Carvalho, Ana Luisa (DESY) ; Moreno Llacer, Maria (Valencia U., IFIC) ; Moreno Martinez, Carlos (Geneva U.) ; Moreno Perez, Juan Manuel (Colombia, U. Natl.) ; Morettini, Paolo (INFN, Genoa) ; Morgenstern, Stefanie (CERN) ; Morii, Masahiro (Harvard U., Phys. Dept.) ; Morinaga, Masahiro (Tokyo U., ICEPP) ; Moritsu, Manabu (Kyushu U.) ; Morodei, Federico (INFN, Rome ; Rome U.) ; Moschovakos, Paris (CERN) ; Moser, Brian (Oxford U.) ; Mosidze, Maia (Tbilisi State U.) ; Moskalets, Tetiana (Southern Methodist U.) ; Moskvitina, Polina (Nijmegen U.) ; Moss, Joshua (Fresno State ; Cal State, Sacramento) ; Moszkowicz, Piotr (AGH-UST, Cracow) ; Moussa, Abdelilah (Oujda U.) ; Moyal, Yftach (Weizmann Inst.) ; Moyse, Edward (Massachusetts U., Amherst) ; Mtintsilana, Onesimo (Witwatersrand U.) ; Muanza, Steve (Marseille, CPPM) ; Mueller, James Alfred (Pittsburgh U.) ; Muenstermann, Daniel (Lancaster U.) ; Mueller, Roman (CERN) ; Mullier, Geoffrey (Uppsala U., Inst. Theor. Phys.) ; Mullin, Anna Jane (Cambridge U.) ; Mullin, Joseph (Pennsylvania U.) ; Mulski, Alexis Elizabeth (Harvard U., Phys. Dept.) ; Mungo, Davide (Toronto U.) ; Munoz Perez, David (Valencia U., IFIC) ; Munoz Sanchez, Francisca (Manchester U.) ; Murin, Martin (Manchester U.) ; Murray, Bill (Warwick U. ; Rutherford) ; Muskinja, Miha (Stefan Inst., Ljubljana) ; Mwewa, Chilufya (Brookhaven) ; Myagkov, Alexei (CERN) ; Myers, Andrew Joel (Texas U., Arlington) ; Myers, Greg (Michigan U.) ; Myska, Miroslav (Prague, Tech. U.) ; Nachman, Ben (LBL, Berkeley) ; Nagai, Koichi (Oxford U.) ; Nagano, Kunihiro (KEK, Tsukuba) ; Nagasaka, Ren (Tokyo U., ICEPP) ; Nagle, James Lawrence (Brookhaven ; Colorado U.) ; Nagy, Elemer (Marseille, CPPM) ; Nairz, Armin (CERN) ; Nakahama Higuchi, Yu (KEK, Tsukuba) ; Nakamura, Koji (KEK, Tsukuba) ; Nakkalil, Keerthi (APC, Paris) ; Nanjo, Hajime (Osaka U.) ; Narayanan, Easwar Anand (Southern Methodist U.) ; Narukawa, Yoshifumi (Tokyo U., ICEPP) ; Naryshkin, Iurii (CERN) ; Nasella, Laura (INFN, Milan ; Milan U.) ; Nasri, Salah (United Arab Emirates U.) ; Nass, Christian (Bonn U.) ; Navarro, Gabriela Alejandra (Antonio Narino U.) ; Navarro Gonzalez, Josep (Valencia U., IFIC) ; Nayaz, Abdullah (Humboldt U., Berlin) ; Nechaeva, Polina (CERN) ; Nechaeva, Serafima (INFN, Bologna ; Bologna U.) ; Nechansky, Filip (Prague, Inst. Phys.) ; Nedic, Luka (Oxford U.) ; Neep, Thomas James (Birmingham U.) ; Negri, Andrea (INFN, Pavia ; Pavia U.) ; Negrini, Matteo (INFN, Bologna) ; Nellist, Clara (Nikhef) ; Nelson, Christina (McGill U.) ; Nelson, Kevin Michael (Michigan U.) ; Nemecek, Stanislav (Prague, Inst. Phys.) ; Nessi, Marzio (CERN ; Geneva U.) ; Neubauer, Mark (Illinois U., Urbana) ; Neuhaus, Friedemann (Mainz U.) ; Newell, Joshua (Liverpool U.) ; Newman, Paul Richard (Birmingham U.) ; Ng, Ying Wun Yvonne (Illinois U., Urbana) ; Ngair, Badr-Eddine (New York U., Abu Dhabi) ; Nguyen, Hoang Dai Nghia (Montreal U.) ; Nickerson, Richard (Oxford U.) ; Nikolaidou, Rosy (IRFU, Saclay) ; Nielsen, Jason (UC, Santa Cruz) ; Niemeyer, Marcel (Gottingen U., II. Phys. Inst.) ; Niermann, Joana (CERN) ; Nikiforou, Nikiforos (CERN) ; Nikolaenko, Vladimir (CERN) ; Nikolic, Irena (Paris U., VI-VII) ; Nilsson, Paul (Brookhaven) ; Ninca, Ilona-Stefana (DESY) ; Ninio, Gadi (Tel Aviv U.) ; Nisati, Aleandro (INFN, Rome) ; Nishu, Nishu (Alberta U.) ; Nisius, Richard (Munich, Max Planck Inst.) ; Nitika, Nitika (INFN, Udine ; Udine U.) ; Nitschke, Jan-Eric (Dresden, Tech. U.) ; Nkadimeng, Edward Khomotso (Witwatersrand U.) ; Nobe, Takuya (Tokyo U., ICEPP) ; Nommensen, Thomas (Sydney U.) ; Norfolk, Mitch (Sheffield U.) ; Norman, Bryce John (Carleton U.) ; Noury, Meryem (Casablanca U.) ; Novak, Jakob (Stefan Inst., Ljubljana) ; Novak, Tadej (Stefan Inst., Ljubljana) ; Novotny, Radek (New Mexico U.) ; Nozka, Libor (Palacky U.) ; Ntekas, Kostas (UC, Irvine) ; Nunes De Moura, Natanael, Junior. (Rio de Janeiro Federal U.) ; Ocariz, Jose Humberto (Paris U., VI-VII) ; Ochi, Atsuhiko (Kobe U.) ; Ochoa, Ines (LIP, Lisbon) ; Ordek, Serhat (DESY ; Hamburg U.) ; Offermann, Jan Tuzlic (Chicago U., EFI) ; Ogrodnik, Agnieszka Ewa (Charles U.) ; Oh, Alexander (Manchester U.) ; Ohm, Christian (Royal Inst. Tech., Stockholm) ; Oide, Hideyuki (KEK, Tsukuba) ; Oishi, Reiyo (Tokyo U., ICEPP) ; Ojeda, Martina Laura (CERN) ; Okumura, Yasuyuki (Tokyo U., ICEPP) ; Seabra, Luis (LIP, Lisbon) ; Oleksiyuk, Ivan (Geneva U.) ; Olivares Pino, Sebastian Andres (Andres Bello Natl. U.) ; Oliveira Correa, Gabriel (Barcelona, IFAE) ; Oliveira Damazio, Denis (Brookhaven) ; Oliver, Jason (UC, Irvine) ; Oncel, Ogul (Freiburg U.) ; O'Neill, Aaron Paul (Bern U., LHEP) ; Onofre, Antonio (LIP, Lisbon ; Minho U.) ; Onyisi, Peter (Texas U.) ; Oreglia, Mark (Chicago U., EFI) ; Orestano, Domizia (Rome III U.) ; Orr, Robert (Toronto U.) ; Osojnak, Lauren Melissa (Pennsylvania U.) ; Osumi, Yuya (Nagoya U.) ; Otero Y Garzon, Gustavo (Buenos Aires U.) ; Otono, Hidetoshi (Kyushu U.) ; Ottino, Gregory James (LBL, Berkeley) ; Ouchrif, Mohamed (Oujda U.) ; Ould-Saada, Farid (Oslo U.) ; Ovsiannikova, Tatiana (Washington U., Seattle) ; Owen, Mark Andrew (Glasgow U.) ; Owen, Rhys Edward (Rutherford) ; Ozcan, Erkcan (Bogazici U.) ; Ozturk, Ferhat (Cracow, INP) ; Ozturk, Nurcan (Texas U., Arlington) ; Ozturk, Sertac (Istinye U., Istanbul) ; Pacey, Holly (Oxford U.) ; Pachal, Katherine (TRIUMF) ; Pacheco Pages, Andreu (Barcelona, IFAE) ; Padilla Aranda, Cristobal (Barcelona, IFAE) ; Padovano, Giovanni (INFN, Rome ; Rome U.) ; Pagan Griso, Simone (LBL, Berkeley) ; Palacino Caviedes, Gabriel David (Indiana U.) ; Palazzo, Alessandra (INFN, Lecce ; Salento U.) ; Pampel, Jonathan (Bonn U.) ; Pan, Jingjing (Yale U.) ; Pan, Tong (Hong Kong, Chinese U.) ; Panchal, Dev (Texas U.) ; Pandini, Carlo (Nikhef) ; Panduro Vazquez, William (Rutherford) ; Pandya, Hitarthi Deepak (Adelaide U. ) ; Pang, Hao (IRFU, Saclay) ; Pani, Priscilla (DESY) ; Panizzo, Giancarlo (INFN, Udine ; Udine U.) ; Panwar, Lata (Paris U., VI-VII) ; Paolozzi, Lorenzo (Geneva U.) ; Parajuli, Santosh (Illinois U., Urbana) ; Paramonov, Alexander (Argonne) ; Paraskevopoulos, Christos (Frascati) ; Paredes Hernandez, Daniela Katherinne (Hong Kong U.) ; Pareti, Andrea (INFN, Pavia ; Pavia U.) ; Park, Ki Ryeong (Nevis Labs, Columbia U.) ; Park, Tae Hyoun (Munich, Max Planck Inst.) ; Parodi, Fabrizio (INFN, Genoa ; Genoa U.) ; Parsons, John (Nevis Labs, Columbia U.) ; Parzefall, Ulrich (Freiburg U.) ; Pascual, Bruna (Clermont-Ferrand U.) ; Pascual Dominguez, Luis (Madrid, Autonoma U.) ; Pasqualucci, Enrico (INFN, Rome) ; Passaggio, Stefano (INFN, Genoa) ; Pastore, Francesca (Royal Holloway, U. of London) ; Patel, Pragati (Cracow, INP) ; Patel, Utsav Mukesh (Duke U.) ; Pater, Jo (Manchester U.) ; Pauly, Thilo (CERN) ; Pauwels, Franciszek (Charles U.) ; Pazos, Camila (Tufts U.) ; Pedersen, Maiken (Oslo U.) ; Pedro, Rute (LIP, Lisbon) ; Peleganchuk, Sergey (CERN) ; Penc, Ondrej (CERN) ; Pender, Emily Alexandra (Edinburgh U.) ; Peng, Shaogang (Tsinghua U., Beijing) ; Penn, Gregory Douglas (Yale U.) ; Penski, Katrin Elisabeth (Munich U.) ; Penzin, Maksim (CERN) ; Sotto-Maior Peralva, Bernardo (Rio de Janeiro State U.) ; Peixoto, Ana (Washington U., Seattle) ; Pereira Sanchez, Laura (SLAC) ; Perepelitsa, Dennis (Brookhaven ; Colorado U.) ; Perera, G. Shani Nimeshika (Massachusetts U., Amherst) ; Perez Codina, Estel (TRIUMF) ; Perganti, Maria (Natl. Tech. U., Athens) ; Pernegger, Heinz (CERN) ; Perrella, Sabrina (INFN, Rome ; Rome U.) ; Perrin, Oceane (Clermont-Ferrand U.) ; Peters, Krisztian (DESY) ; Peters, Reinhild (Manchester U.) ; Petersen, Brian (CERN) ; Petersen, Troels (Bohr Inst.) ; Petit, Elisabeth (Marseille, CPPM) ; Petousis, Vlasios (Prague, Tech. U.) ; Petridou, Chariclia (Aristotle U., Thessaloniki ; N/A) ; Petru, Tadeas (Charles U.) ; Petrukhin, Alexey (Siegen U.) ; Pettee, Mariel (LBL, Berkeley) ; Petukhov, Aleksandr (Istinye U., Istanbul) ; Mihule, Kristina (CERN) ; Pezoa Rivera, Raquel (Santa Maria U., Valparaiso) ; Pezzotti, Lorenzo (CERN) ; Pezzullo, Gianantonio (Yale U.) ; Pfaffenbichler, Lukas (CERN) ; Pfleger, Alexander J. (CERN) ; Pham, Minh Tuan (Wisconsin U., Madison) ; Pham, Joni (Melbourne U.) ; Phillips, Peter (Rutherford) ; Piacquadio, Giacinto (SUNY, Stony Brook) ; Pianori, Elisabetta (LBL, Berkeley) ; Piazza, Federica (Oregon U.) ; Piegaia, Ricardo (Buenos Aires U.) ; Pietreanu, Dorel (Bucharest, IFIN-HH) ; Pilkington, Andrew (Manchester U.) ; Pinamonti, Michele (INFN, Udine ; Udine U.) ; Pinfold, James (Alberta U.) ; Pereira, Beatriz (LIP, Lisbon) ; Pinol Bel, Joaquim (Barcelona, IFAE) ; Pinto Pinoargote, Andres Eloy (IRFU, Saclay) ; Pintucci, Laura (INFN, Udine ; Udine U.) ; Piper, Katie (Sussex U.) ; Pirttikoski, Antti (Geneva U.) ; Pizzi, Dylan (Carleton U.) ; Pizzimento, Luca (Hong Kong U.) ; Pleier, Marc-Andre (Brookhaven) ; Pleskot, Vojtech (Charles U.) ; Plotnikova, Elena (CERN) ; Poddar, Gitanjali (Queen Mary, U. of London) ; Pottgen, Ruth (Lund U.) ; Poggioli, Luc (Paris U., VI-VII) ; Polacek, Stanislav (Charles U.) ; Polesello, Giacomo (INFN, Pavia) ; Poley, Anne-Luise (Simon Fraser U. ; TRIUMF) ; Polini, Alessandro (INFN, Bologna) ; Pollard, Chris (Warwick U.) ; Pollock, Zachary (Ohio State U.) ; Pompa Pacchi, Elena (Oklahoma U.) ; Pond, Nikita Ivvan (University Coll. London) ; Ponomarenko, Daniil (Indiana U.) ; Pontecorvo, Ludovico (CERN) ; Popa, Stefan (Transilvania U., Brasov) ; Popeneciu, Gabriel (INCDTIM, Cluj Napoca) ; Poreba, Aleksandra (CERN) ; Portillo Quintero, Dilia Maria (TRIUMF) ; Pospisil, Stanislav (Prague, Tech. U.) ; Postill, Michael Antony (Sheffield U.) ; Postolache, Petronel (Cuza U., Iasi) ; Potamianos, Karolos (Warwick U.) ; Potepa, Patrycja Anna (AGH-UST, Cracow) ; Potrap, Igor (CERN) ; Potter, Tina (Cambridge U.) ; Potti, Harish (Sydney U.) ; Poveda Torres, Ximo (Valencia U., IFIC) ; Pozo Astigarraga, Eukeni (CERN) ; Prades Ibanez, Alberto (Rome U., Tor Vergata) ; Pretel, Jose (Victoria U.) ; Price, Darren (Manchester U.) ; Primavera, Margherita (INFN, Lecce) ; Primomo, Lorenzo (INFN, Udine ; Udine U.) ; Principe Martin, Miguel Angel (Madrid, Autonoma U.) ; Privara, Radek (Palacky U.) ; Procter, Tomasz (Glasgow U.) ; Proffitt, Mason (Washington U., Seattle) ; Proklova, Nadezhda (Pennsylvania U.) ; Prokofiev, Kirill (Hong Kong U. Sci. Tech.) ; Proto, Giorgia (Munich, Max Planck Inst.) ; Proudfoot, Jimmy (Argonne) ; Przybycien, Mariusz (AGH-UST, Cracow) ; Przygoda, Witold Wojciech (Jagiellonian U.) ; Psallidas, Andreas (Democritos Nucl. Res. Ctr.) ; Puddefoot, Joshua Eldon (Sheffield U.) ; Pudzha, Dennis (Freiburg U.) ; Pyatiizbyantseva, Diana (Nijmegen U.) ; Qian, Jianming (Michigan U.) ; Qian, Rongqian (Michigan State U.) ; Dong, Qichen (Manchester U.) ; Qin, Quake (Barcelona, IFAE) ; Qiu, Tong (Edinburgh U.) ; Quadt, Arnulf (Gottingen U., II. Phys. Inst.) ; Queitsch-Maitland, Michaela (Manchester U.) ; Quetant, Guillaume (Geneva U.) ; Quinn, Ryan (British Columbia U.) ; Rabanal Bolanos, Gabriel (Harvard U., Phys. Dept.) ; Rafanoharana, Dimbiniaina (Freiburg U.) ; Raffaeli, Fabiola (Rome U., Tor Vergata) ; Ragusa, Francesco (INFN, Milan ; Milan U.) ; Rainbolt, Lacey (Chicago U., EFI) ; Raine, Johnny (Geneva U.) ; Rajagopalan, Srini (Brookhaven) ; Ramakoti, Ekaterina (CERN) ; Rambelli, Lucrezia (INFN, Genoa ; Genoa U.) ; Ramirez-Berend, Ian Alejandro (Carleton U.) ; Ran, Kunlin (DESY ; UCAS, Beijing) ; Rankin, Dylan Sheldon (Pennsylvania U.) ; Rapheeha, Phuti (Witwatersrand U.) ; Rasheed, Hammad (Bucharest, IFIN-HH) ; Raskina, Valentina (Paris U., VI-VII) ; Rassloff, Damir Fabrice (Kirchhoff Inst. Phys.) ; Rastogi, Angira (LBL, Berkeley) ; Rave, Stefan (Mainz U.) ; Ravera, Simone (INFN, Genoa ; Genoa U.) ; Ravina, Baptiste (CERN) ; Ravinovich, Ilia (Weizmann Inst.) ; Raymond, Michel (CERN) ; Read, Alexander Lincoln (Oslo U.) ; Readioff, Nathan Peter (Sheffield U.) ; Rebuzzi, Daniela (INFN, Pavia ; Pavia U.) ; Reed, Alice (Munich, Max Planck Inst.) ; Reeves, Kendall (Brandeis U.) ; Reidelsturz, Joshua Aaron (Wuppertal U.) ; Reikher, David (Oregon U.) ; Rej, Amartya (Dortmund U.) ; Rembser, Christoph (CERN) ; Ren, Haoquan (Hefei, CUST) ; Renda, Michele (Bucharest, IFIN-HH) ; Renner, Frederic (DESY) ; Rennie, Adam (UC, Irvine) ; Rescia, Alberto (DESY) ; Resconi, Silvia (INFN, Milan) ; Ressegotti, Martina (INFN, Genoa ; Genoa U.) ; Rettie, Sebastien (CERN) ; Rettie, William (Carleton U.) ; Reyes Rivera, Jose Gabriel (Michigan State U.) ; Reynolds, Elliot (LBL, Berkeley) ; Rezanova, Olga (CERN) ; Reznicek, Pavel (Charles U.) ; Riani, Hanane (Oujda U.) ; Ribaric, Neza (Duke U.) ; Ricci, Ester (TIFPA-INFN, Trento ; Trento U.) ; Richter, Robert (Munich, Max Planck Inst.) ; Richter, Stefan (Stockholm U. ; Stockholm U., OKC) ; Richter-Was, Elzbieta (Jagiellonian U.) ; Ridel, Melissa (Paris U., VI-VII) ; Ridouani, Selaiman (Oujda U.) ; Rieck, Patrick (New York U.) ; Riedler, Petra (CERN) ; Riefel, Ellen Maria (Stockholm U. ; Stockholm U., OKC) ; Rieger, Oliver (Nikhef) ; Rijssenbeek, Michael (SUNY, Stony Brook) ; Rimoldi, Marco (CERN) ; Rinaldi, Lorenzo (INFN, Bologna ; Bologna U.) ; Rincke, Philipp (Gottingen U., II. Phys. Inst. ; Uppsala U., Inst. Theor. Phys.) ; Ripellino, Giulia (Uppsala U., Inst. Theor. Phys.) ; Riu, Imma (Barcelona, IFAE) ; Rivera Vergara, Juan Cristobal (Victoria U.) ; Rizatdinova, Flera (Oklahoma State U.) ; Rizvi, Eram Syed (Queen Mary, U. of London) ; Roberts, Ryan (LBL, Berkeley) ; Roberts, Sam (UC, Santa Cruz) ; Robinson, Dave (Cambridge U.) ; Robles Manzano, Maria (Mainz U.) ; Robson, Aidan (Glasgow U.) ; Rocchi, Alessandro (Rome U., Tor Vergata) ; Roda, Chiara (INFN, Pisa ; Pisa U.) ; Rodriguez Bosca, Sergi (CERN) ; Rodriguez Garcia, Yohany (Antonio Narino U.) ; Rodriguez Vera, Ana Maria (Northern Illinois U.) ; Roe, Shaun (CERN) ; Roemer, Jonas Till (CERN) ; Rohne, Ole (Oslo U.) ; Roland, Christophe (Paris U., VI-VII) ; Roloff, Jennifer (Brookhaven) ; Romaniouk, Anatoli (Innsbruck U.) ; Romano, Emanuele (INFN, Pavia ; Pavia U.) ; Romano, Marino (INFN, Bologna) ; Romero, Anabel (Illinois U., Urbana) ; Rompotis, Nikolaos (Liverpool U.) ; Roos, Lydia (Paris U., VI-VII) ; Rosati, Stefano (INFN, Rome) ; Rosser, Benjamin John (Chicago U., EFI) ; Rossi, Eleonora (Oxford U.) ; Rossi, Elvira (Naples U.) ; Rossi, Leonardo (Harvard U., Phys. Dept.) ; Rossini, Lorenzo (Freiburg U.) ; Rosten, Rachel Christine (Ohio State U.) ; Rotaru, Marina (Bucharest, IFIN-HH) ; Rottler, Benjamin (Freiburg U.) ; Rousseau, David (IJCLab, Orsay) ; Rousso, David (DESY) ; Roy-Garand, Sebastien (Toronto U.) ; Rozanov, Alexandre (Marseille, CPPM) ; Rozario, Zefran (Glasgow U.) ; Rozen, Yoram (Technion) ; Rubio Jimenez, Adrian (Valencia U., IFIC) ; Ruelas Rivera, Victor Hugo (Humboldt U., Berlin) ; Ruggeri, Tristan Andrew (Adelaide U. ) ; Ruggiero, Alessandro (Oxford U.) ; Ruiz Martinez, Arantxa (Valencia U., IFIC) ; Rummler, Andre (CERN) ; Rurikova, Zuzana (Freiburg U.) ; Rusakovich, Nikolai (CERN) ; Russell, Heather (Victoria U.) ; Russo, Graziella (INFN, Rome ; Rome U.) ; Rutherfoord, John P. (Arizona U.) ; Rutherford Colmenares, Sebastian (Cambridge U.) ; Rybar, Martin (Charles U.) ; Rye, Eli Baverfjord (Oslo U.) ; Ryzhov, Andrey (Southern Methodist U.) ; Sabater Iglesias, Jorge Andres (Geneva U.) ; Sadrozinski, Hartmut (UC, Santa Cruz) ; Safai Tehrani, Francesco (INFN, Rome) ; Saha, Shreya (Adelaide U. ) ; Sahinsoy, Merve (Istinye U., Istanbul) ; Saibel, Andrej (Valencia U., IFIC) ; Saifuddin, Burhani Taher (Oklahoma U.) ; Saimpert, Matthias (IRFU, Saclay) ; Saito, Masahiko (Tokyo U., ICEPP) ; Saito, Tomoyuki (Tokyo U., ICEPP) ; Sala, Alessandro (INFN, Milan ; Milan U.) ; Salamani, Dalila (CERN) ; Salnikov, Andy (SLAC) ; Salt, Jose (Valencia U., IFIC) ; Salvador Salas, Adrian (Tel Aviv U.) ; Salvatore, Daniela (INFN, Cosenza ; Calabria U.) ; Salvatore, Fabrizio (Sussex U.) ; Salzburger, Andreas (CERN) ; Sammel, Dirk (Freiburg U.) ; Sampson, Elliot James (Lancaster U.) ; Sampsonidis, Dimos (Aristotle U., Thessaloniki ; N/A) ; Sampsonidou, Despoina (Oregon U.) ; Sanchez Martinez, Francisco Javier (Valencia U., IFIC) ; Sanchez Sebastian, Victoria (Valencia U., IFIC) ; Sandaker, Heidi (Oslo U.) ; Sander, Christian (DESY) ; Sandesara, Jay Ajitbhai (Massachusetts U., Amherst) ; Sandhoff, Marisa (Wuppertal U.) ; Sandoval Usme, Carlos (Colombia, U. Natl.) ; Sanfilippo, Lorenzo (Kirchhoff Inst. Phys.) ; Sankey, David (Rutherford) ; Sano, Takane (Kyoto U.) ; Sansoni, Andrea (Frascati) ; Santi, Lorenzo (CERN) ; Santoni, Claudio (Clermont-Ferrand U.) ; Santos, Helena (LIP, Lisbon ; Lisboa U., CFNUL) ; Santra, Arka (Weizmann Inst.) ; Sanzani, Elisa (INFN, Bologna ; Bologna U.) ; Saoucha, Kamal (U. Sharjah) ; Mendes Saraiva, Joao Gentil (LIP, Lisbon ; Lisbon U., CFNUL) ; Sardain, Jad Mathieu (Arizona U.) ; Sasaki, Osamu (KEK, Tsukuba) ; Sato, Koji (Tsukuba U.) ; Sauer, Christof (CERN) ; Sauvan, Emmanuel (Annecy, LAPP) ; Savard, Pierre (Toronto U. ; TRIUMF) ; Sawada, Ryu (Tokyo U., ICEPP) ; Sawyer, Craig (Rutherford) ; Sawyer, Lee (Louisiana Tech. U.) ; Sbarra, Carla (INFN, Bologna) ; Sbrizzi, Antonio (INFN, Bologna ; Bologna U.) ; Scanlon, Timothy Paul (University Coll. London) ; Schaarschmidt, Jana (Washington U., Seattle) ; Schaefer, Uli (Mainz U.) ; Schaffer, R.D. (IJCLab, Orsay ; Southern Methodist U.) ; Schaile, Dorothee (Munich U.) ; Schamberger, Robert Dean, Jr. (SUNY, Stony Brook) ; Scharf, Christian (Humboldt U., Berlin) ; Schefer, Meinrad Moritz (Bern U., LHEP) ; Chtcheguelski, Valery (CERN) ; Scheirich, Daniel (Charles U.) ; Schernau, Michael (Tarapaca U.) ; Scheulen, Chris (Geneva U.) ; Schiavi, Carlo (INFN, Genoa ; Genoa U.) ; Schioppa, Marco (INFN, Cosenza ; Calabria U.) ; Schlag, Bastian (SLAC) ; Schlenker, Stefan (CERN) ; Schmeing, Jonas (Wuppertal U.) ; Schmidt, Mustafa Andre (Wuppertal U.) ; Schmieden, Kristof (Mainz U.) ; Schmitt, Christian (Mainz U.) ; Schmitt, Niklas (Mainz U.) ; Schmitt, Stefan (DESY) ; Schoeffel, Laurent Olivier (IRFU, Saclay) ; Schoening, Andre (Heidelberg U.) ; Scholer, Patrick (Carleton U.) ; Schopf, Elisabeth (Siegen U.) ; Schott, Matthias (Bonn U.) ; Schramm, Steven (Geneva U.) ; Schroer, Tomke (Geneva U.) ; Schultz-Coulon, Hans-Christian (Kirchhoff Inst. Phys.) ; Schumacher, Markus (Freiburg U.) ; Schumm, Bruce Andrew (UC, Santa Cruz) ; Schune, Philippe (IRFU, Saclay) ; Schwartz, Hava Rhian (UC, Santa Cruz) ; Schwartzman, Ariel Gustavo (SLAC) ; Schwarz, Thomas Andrew (Michigan U.) ; Schwemling, Philippe (IRFU, Saclay) ; Schwienhorst, Reinhard (Michigan State U.) ; Sciacca, Gianfranco (Bern U., LHEP) ; Sciandra, Andrea (Brookhaven) ; Sciolla, Gabriella (Brandeis U.) ; Scuri, Fabrizio (INFN, Pisa) ; Sebastiani, Cristiano (CERN) ; Sedlaczek, Kevin (Northern Illinois U.) ; Seidel, Sally (New Mexico U.) ; Seiden, Abraham (UC, Santa Cruz) ; Seidlitz, Blair Daniel (Nevis Labs, Columbia U.) ; Seitz, Claudia (DESY) ; Seixas, Jose (Rio de Janeiro Federal U.) ; Sekhniaidze, Givi (Naples U.) ; Selem, Luka (LPSC, Grenoble) ; Semprini Cesari, Nicola (INFN, Bologna ; Bologna U.) ; Semushin, Artur (Yerevan Phys. Inst. ; CERN) ; Sengupta, Debajyoti (Geneva U.) ; Senthilkumar, Varsha (Valencia U., IFIC) ; Serin, Laurent (IJCLab, Orsay) ; Sessa, Marco (Rome U., Tor Vergata) ; Severini, Horst (Oklahoma U.) ; Sforza, Federico (INFN, Genoa ; Genoa U.) ; Sfyrla, Anna (Geneva U.) ; Sha, Qiyu (Beijing, Inst. High Energy Phys.) ; Shabalina, Elizaveta (Gottingen U., II. Phys. Inst.) ; Shaddix, Hayden Michael (Northern Illinois U.) ; Shah, Aashaq (Cambridge U.) ; Shaheen, Rabia (Royal Inst. Tech., Stockholm) ; Shahinian, Jeff (Pennsylvania U.) ; Shaked Renous, Dan (Weizmann Inst.) ; Shamim, Mansoora (CERN) ; Shan, Lianyou (Beijing, Inst. High Energy Phys.) ; Shapiro, Marjorie (LBL, Berkeley) ; Sharma, Abhishek (CERN) ; Sharma, Abhishek (British Columbia U.) ; Sharma, Punit (Brookhaven) ; Shatalov, Sppavel (CERN) ; Shaw, Kate (Sussex U.) ; Shaw, Savanna (Manchester U.) ; Shen, Qiuping (Shanghai Jiao Tong U.) ; Sheppard, Damian Joseph (Simon Fraser U.) ; Sherwood, Peter (University Coll. London) ; Shi, Liaoshan (University Coll. London) ; Shi, Xin (Beijing, Inst. High Energy Phys.) ; Shimizu, Shima (KEK, Tsukuba) ; Shimmin, Chase Owen (Yale U.) ; Shipsey, Ian (Oxford U.) ; Shirabe, Shohei (Kyushu U.) ; Shiyakova, Mariya (CERN ; Sofiya, Inst. Nucl. Res.) ; Shochet, Mel (Chicago U., EFI) ; Shope, David Richard (Oslo U.) ; Shrestha, Bijay (Oklahoma U.) ; Shrestha, Suyog (Ohio State U. ; Washington Coll.) ; Shreyber, Irina (CERN) ; Shroff, Maheyer Jamshed (Victoria U.) ; Sicho, Petr (Prague, Inst. Phys.) ; Sickles, Anne Marie (Illinois U., Urbana) ; Sideras Haddad, Elias (Witwatersrand U.) ; Sidley, Alexandra Claire (Nikhef) ; Sidoti, Antonio (INFN, Bologna) ; Siegert, Frank (Dresden, Tech. U.) ; Sijacki, Dorde (Belgrade U.) ; Sili, Francisco (La Plata U.) ; Cardoso Silva, Julia Manuela (Edinburgh U.) ; Silva Ferreira, Isabella (Rio de Janeiro Federal U.) ; Silva Oliveira, Marcos Vinicius (Brookhaven) ; Silverstein, Samuel (Stockholm U.) ; Simion, Stefan (IJCLab, Orsay) ; Simoniello, Rosa (CERN) ; Simpson, Ethan Lewis (Manchester U.) ; Simpson, Harry (Sussex U.) ; Simpson, Liana (Michigan U.) ; Simsek, Sinem (Istinye U., Istanbul) ; Sindhu, Sreelakshmi (Gottingen U., II. Phys. Inst.) ; Sinervo, Pekka (Toronto U.) ; Singh, Siddharth (Brandeis U.) ; Singh, Sahibjeet (Brookhaven) ; Sinha, Supriya (DESY) ; Sinha, Sukanya (Manchester U.) ; Sioli, Maximiliano (INFN, Bologna ; Bologna U.) ; Sioulas, Konstantinos (Athens U.) ; Siral, Ismet (CERN) ; Sitnikova, Elizaveta (DESY) ; Sjoelin, Joergen (Stockholm U. ; Stockholm U., OKC) ; Skaf, Ali (Gottingen U., II. Phys. Inst.) ; Skorda, Eleni (Birmingham U.) ; Skubic, Patrick (Oklahoma U.) ; Slawinska, Magdalena (Cracow, INP) ; Slazyk, Igor (Bergen U.) ; Smakhtin, Vladimir (Weizmann Inst.) ; Smart, Ben Harry (Rutherford) ; Smirnov, Serge (SAPHIR Millennium Inst.) ; Smirnov, Yury (CERN) ; Smirnova, Lidia (CERN) ; Smirnova, Oxana (Lund U.) ; Smith, Andrew Caldon (Nevis Labs, Columbia U.) ; Smith, Dylan Ronald (UC, Irvine) ; Smith, Emily Ann (Chicago U., EFI) ; Smith, James (Manchester U.) ; Smith, Matthew Bruce (Carleton U.) ; Smith, Rachel Emma Clarke (SLAC) ; Smitmanns, Hendrik (Mainz U.) ; Smizanska, Maria (Lancaster U.) ; Smolek, Karel (Prague, Tech. U.) ; Snesarev, Andrei (CERN) ; Snoek, Hella (Nikhef) ; Snyder, Scott (Brookhaven) ; Sobie, Randy (Victoria U. ; IPP, Canada) ; Soffer, Abi (Tel Aviv U.) ; Solans Sanchez, Carlos (CERN) ; Soldatov, Evgeny (CERN) ; Soldevila Serrano, Urmila (Valencia U., IFIC) ; Solodkov, Sanya (Witwatersrand U.) ; Solomon, Shalu (Brandeis U.) ; Soloshenko, Aleksey (CERN) ; Solovieva, Ksenia (Freiburg U.) ; Solovyanov, Oleg (Clermont-Ferrand U.) ; Sommer, Philip (Dresden, Tech. U.) ; Sonay, Anil (Barcelona, IFAE) ; Song, Wen Yi (York U., Canada) ; Sopczak, Andre (Prague, Tech. U.) ; Sopio, Alex (Edinburgh U.) ; Sopkova, Filomena (Kosice, IEF) ; Sorenson, Josef Daniel (New Mexico U.) ; Sotarriva Alvarez, Isai Roberto (Tokyo Inst. Tech.) ; Sothilingam, Varsiha (Kirchhoff Inst. Phys.) ; Soto Sandoval, Orlando Javier (La Serena U. ; SAPHIR Millennium Inst.) ; Sottocornola, Simone (Indiana U.) ; Soualah, Rachik (U. Sharjah) ; Soumaimi, Zainab (Mohammed V U., Agdal) ; South, David (DESY) ; Soybelman, Nathalie (Weizmann Inst.) ; Spagnolo, Stefania (INFN, Lecce ; Salento U.) ; Spalla, Margherita (Munich, Max Planck Inst.) ; Sperlich, Dennis (Freiburg U.) ; Spisso, Bernardino (Naples U.) ; Spiteri, Dwayne Patrick (Glasgow U.) ; Spousta, Martin (Charles U.) ; Staats, Ezekiel (Carleton U.) ; Stamen, Rainer (Kirchhoff Inst. Phys.) ; Stanecka, Ewa (Cracow, INP) ; Stanek-Maslouska, Weronika (DESY) ; Stange, Max Vincent (Dresden, Tech. U.) ; Stanislaus, Beojan (LBL, Berkeley) ; Stanitzki, Marcel (DESY) ; Stapf, Birgit Sylvia (DESY) ; Starchenko, Jenya (CERN) ; Stark, Giordon Holtsberg (UC, Santa Cruz) ; Stark, Jan (L2IT, Toulouse) ; Staroba, Pavel (Prague, Inst. Phys.) ; Starovoitov, Pavel (U. Sharjah) ; Staszewski, Rafal (Cracow, INP) ; Stavropoulos, George (Democritos Nucl. Res. Ctr.) ; Stefl, Andreas (CERN) ; Steinberg, Peter Alan (Brookhaven) ; Stelzer, Bernd (Simon Fraser U. ; TRIUMF) ; Stelzer, Joerg (Pittsburgh U.) ; Stelzer-Chilton, Oliver (TRIUMF) ; Stenzel, Hasko (Giessen U.) ; Stevenson, Thomas James (Sussex U.) ; Stewart, Graeme A. (CERN) ; Stewart, Joshua Ryan (Oklahoma State U.) ; Stockton, Mark (CERN) ; Stoicea, Gabriel (Bucharest, IFIN-HH) ; Stolarski, Marcin (LIP, Lisbon) ; Stonjek, Stefan (Munich, Max Planck Inst.) ; Straessner, Arno (Dresden, Tech. U.) ; Strandberg, Jonas (Royal Inst. Tech., Stockholm) ; Strandberg, Sara (Stockholm U. ; Stockholm U., OKC) ; Stratmann, Maren (Wuppertal U.) ; Strauss, Mike (Oklahoma U.) ; Strebler, Thomas (Marseille, CPPM) ; Strizenec, Pavol (Kosice, IEF) ; Strohmer, Raimund (Wurzburg U.) ; Strom, David (Oregon U.) ; Stroynowski, Ryszard (Southern Methodist U.) ; Strubig, Antonia (Stockholm U. ; Stockholm U., OKC) ; Stucci, Stefania Antonia (Brookhaven) ; Stugu, Bjarne (Bergen U.) ; Stupak, John (Oklahoma U.) ; Styles, Nicholas (DESY) ; Su, Dong (SLAC) ; Su, Shixiang (Hefei, CUST) ; Su, Claudia (Tsung-Dao Lee Inst., Shanghai) ; Su, Xiaowen (Hefei, CUST) ; Suchy, Daniel (Comenius U.) ; Sugizaki, Kaito (Pennsylvania U.) ; Sulin, Vladimir (CERN) ; Sullivan, Matthew James (Liverpool U.) ; Sultan, D.M.S. (Oxford U.) ; Sultanaliyeva, Laily (CERN) ; Sultanov, Salekh (TOBB ETU, Ankara) ; Sun, Shaojun (Wisconsin U., Madison) ; Sun, Weiyi (Beijing, Inst. High Energy Phys.) ; Gudnadottir, Olga (Uppsala U., Inst. Theor. Phys.) ; Sur, Nairit (Marseille, CPPM) ; Sutton, Mark (Sussex U.) ; Suzuki, Hisanori (Tsukuba U.) ; Svatos, Michal (Prague, Inst. Phys.) ; Swiatlowski, Maximilian J. (TRIUMF) ; Swirski, Thorben (Wurzburg U.) ; Sykora, Ivan (Comenius U.) ; Sykora, Martin (Charles U.) ; Sykora, Tomas (Charles U.) ; Ta, Duc (Mainz U.) ; Tackmann, Kerstin (DESY ; Hamburg U.) ; Taffard, Anyes (UC, Irvine) ; Tafirout, Reda (TRIUMF) ; Tafoya Vargas, Juan Salvador (IJCLab, Orsay) ; Takubo, Yosuke (KEK, Tsukuba) ; Talby, Mossadek (Marseille, CPPM) ; Talyshev, Alexei (CERN) ; Tam, Kai Chung (Hong Kong U.) ; Tamir, Nadav Michael (Tel Aviv U.) ; Tanaka, Aoto (Tokyo U., ICEPP) ; Tanaka, Junichi (Tokyo U., ICEPP) ; Tanaka, Rei (IJCLab, Orsay) ; Tanasini, Martino (SUNY, Stony Brook) ; Tao, Zhengcheng (British Columbia U.) ; Tapia Araya, Sebastian (Santa Maria U., Valparaiso) ; Tapprogge, Stefan (Mainz U.) ; Tarek, Ahmed (Michigan State U.) ; Tarem, Shlomit (Technion) ; Tariq, Khuram (Beijing, Inst. High Energy Phys.) ; Tarna, Grigore (Bucharest, IFIN-HH) ; Tartarelli, Francesco (INFN, Milan) ; Tartarin, Matthias Jean (L2IT, Toulouse) ; Tas, Petr (Charles U.) ; Tasevsky, Marek (Prague, Inst. Phys.) ; Tassi, Enrico (INFN, Cosenza ; Calabria U.) ; Tate, Aric (Illinois U., Urbana) ; Tateno, Gen (Tokyo U., ICEPP) ; Tayalati, Yahya (Mohammed V U., Agdal ; Mohammed VI Polytech. U.) ; Taylor, Geoffrey Norman (Melbourne U.) ; Taylor, Wendy Jane (York U., Canada) ; Teixeira-Dias, Pedro (Royal Holloway, U. of London) ; Teoh, Jia Jian (Toronto U.) ; Terashi, Koji (Tokyo U., ICEPP) ; Terron Cuadrado, Juan (Madrid, Autonoma U.) ; Terzo, Stefano (Barcelona, IFAE) ; Testa, Marianna (Frascati) ; Teuscher, Richard (Toronto U. ; IPP, Canada) ; Thaler, Alexander (Innsbruck U.) ; Theiner, Ondrej (Geneva U.) ; Theveneaux-Pelzer, Timothee (Marseille, CPPM) ; Thielmann, Oliver (Wuppertal U.) ; Thomas, David William (Royal Holloway, U. of London) ; Thomas, Juergen (Birmingham U.) ; Thompson, Emily Anne (LBL, Berkeley) ; Thompson, Paul (Birmingham U.) ; Thomson, Evelyn Jean (Pennsylvania U.) ; Thornberry, Rea (Southern Methodist U.) ; Tian, Chunhao (Hefei, CUST) ; Tian, Yusong (Geneva U.) ; Tikhomirov, Vladimir.O (CERN) ; Tikhonov, Iouri (CERN) ; Timoshenko, Sergei (CERN) ; Timoshyn, Denys (Charles U.) ; Ting, Edmund Xiang Lin (Adelaide U. ) ; Tipton, Paul Louis (Yale U.) ; Tishelman-Charny, Abraham (Brookhaven) ; Tlou, Humphry (Witwatersrand U.) ; Todome, Kazuki (Tokyo Inst. Tech.) ; Todorova, Sarka (Charles U.) ; Todt, Stefanie (Dresden, Tech. U.) ; Toffolin, Leonardo (INFN, Udine ; Udine U.) ; Togawa, Manabu (KEK, Tsukuba) ; Tojo, Junji (Kyushu U.) ; Tokar, Stano (Comenius U.) ; Toldaiev, Alex (Indiana U.) ; Tolkachev, Grigorii (Marseille, CPPM) ; Tomoto, Makoto (KEK, Tsukuba ; Nagoya U.) ; Tompkins, Lauren Alexandra (SLAC ; Stanford U., Phys. Dept.) ; Torrence, Eric (Oregon U.) ; Torres, Heberth (L2IT, Toulouse) ; Torro Pastor, Emma (Valencia U., IFIC) ; Toscani, Mariana (Buenos Aires U.) ; Tosciri, Cecilia (Chicago U., EFI) ; Tost, Marc (Texas U.) ; Tovey, Daniel (Sheffield U.) ; Trefzger, Thomas (Wurzburg U.) ; Tricoli, Alessandro (Brookhaven) ; Trigger, Isabel (TRIUMF) ; Trincaz-Duvoid, Sophie (Paris U., VI-VII) ; Trischuk, Dominique (Brandeis U.) ; Tropina, Anastasiia (CERN) ; Truong, Loan (Johannesburg U.) ; Trzebinski, Maciej (Cracow, INP) ; Trzupek, Adam (Cracow, INP) ; Tsai, Fang-Ying (SUNY, Stony Brook) ; Tsai, Meng-Ju (Michigan U.) ; Tsiamis, Angelos (Aristotle U., Thessaloniki) ; Tsiareshka, Pavel (CERN) ; Tsigaridas, Stergios (TRIUMF) ; Tsirigotis, Apostolos (Aristotle U., Thessaloniki ; Hellenic Open U., Patras) ; Tsiskaridze, Vakhtang (Toronto U.) ; Tskhadadze, Edisher (Tbilisi, Inst. Phys.) ; Tsopoulou, Maria-Evanthia (Aristotle U., Thessaloniki) ; Tsujikawa, Yoshiaki (Kyoto U.) ; Tsukerman, Ilia (CERN) ; Tsulaia, Vakhtang (LBL, Berkeley) ; Tsuno, Soshi (KEK, Tsukuba) ; Tsuri, Kimu (Ochanomizu U.) ; Tsybyshev, Tsybychev Dmitri (SUNY, Stony Brook) ; Tu, Yanjun (Hong Kong U.) ; Tudorache, Alexandra (Bucharest, IFIN-HH) ; Tudorache, Valentina (Bucharest, IFIN-HH) ; Turchikhin, Semen (INFN, Genoa ; Genoa U.) ; Turk Cakir, Ilkay (Ankara U.) ; Turra, Ruggero (INFN, Milan) ; Turtuvshin, Tulgaa (CERN) ; Tuts, Mike (Nevis Labs, Columbia U.) ; Tzamarias, Spyros (Aristotle U., Thessaloniki ; N/A) ; Tzovara, Eftychia (Mainz U.) ; Ukegawa, Fumihiko (Tsukuba U.) ; Ulloa Poblete, Pablo Augusto (La Serena U. ; SAPHIR Millennium Inst.) ; Umaka, Ejiro Naomi (Brookhaven) ; Unal, Guillaume (CERN) ; Undrus, Alexander (Brookhaven) ; Unel, Gokhan (UC, Irvine) ; Urban, Josef (Kosice, IEF) ; Urrejola, Pedro (Chile U., Catolica) ; Usai, Giulio (Texas U., Arlington) ; Ushioda, Risa (Tokyo Metropolitan U.) ; Usman, Muhammad (Montreal U.) ; Ustuner, Fuat (Edinburgh U.) ; Uysal, Zekeriya (Istinye U., Istanbul) ; Vacek, Vic (Prague, Tech. U.) ; Vachon, Brigitte (McGill U.) ; Vafeiadis, Theodoros (CERN) ; Vaitkus, Andrius (University Coll. London) ; Valderanis, Chrysostomos (Munich U.) ; Valdes Santurio, Eduardo (Stockholm U. ; Stockholm U., OKC) ; Valente, Marco (TRIUMF) ; Valentinetti, Sara (INFN, Bologna ; Bologna U.) ; Valero Biot, Alberto (Valencia U., IFIC) ; Valiente Moreno, Enrique (Valencia U., IFIC) ; Vallier, Alexis (L2IT, Toulouse) ; Valls Ferrer, Juan (Valencia U., IFIC) ; Van Arneman, Dylan Remberto (Nikhef) ; Van Daalen, Tal Roelof (Washington U., Seattle) ; Van Der Graaf, Aaron (Dortmund U.) ; Van Gemmeren, Peter (Argonne) ; Van Rijnbach, Milou (CERN) ; Van Stroud, Samuel (University Coll. London) ; Van Vulpen, Ivo (Nikhef) ; Vana, Pavel (Charles U.) ; Vanadia, Marco (Rome U., Tor Vergata) ; Vande Voorde, Magdalena (Royal Inst. Tech., Stockholm) ; Vandelli, Wainer (CERN) ; Van De Wall, Evan Richard (Oklahoma State U.) ; Vannicola, Damiano (Tel Aviv U.) ; Vannoli, Leonardo (Frascati) ; Vari, Riccardo (INFN, Rome) ; Varnes, Erich Ward (Arizona U.) ; Varni, Carlo (UC, Berkeley (main)) ; Varouchas, Dimitris (IJCLab, Orsay) ; Varriale, Lorenzo (Valencia U., IFIC) ; Varvell, Kevin (Sydney U.) ; Vasile, Matei (Bucharest, IFIN-HH) ; Vaslin, Louis (KEK, Tsukuba) ; Vasyukov, Artem (CERN) ; Vaughan, Luke Martin (Oklahoma State U.) ; Vavricka, Radek (Charles U.) ; Vazquez Schroeder, Tamara (Barcelona, IFAE) ; Veatch, Jason Robert (Fresno State) ; Vecchio, Valentina (Manchester U.) ; Veen, Michiel Jan (Massachusetts U., Amherst) ; Veliscek, Iza (Brookhaven) ; Veloce, Laurelle Maria (Toronto U.) ; Veloso, Filipe (LIP, Lisbon ; Coimbra U.) ; Veneziano, Stefano (INFN, Rome) ; Ventura, Andrea (INFN, Lecce ; Salento U.) ; Ventura Gonzalez, Salvador (IRFU, Saclay) ; Verbytskyi, Andrii (Munich, Max Planck Inst.) ; Verducci, Monica (INFN, Pisa ; Pisa U.) ; Vergis, Christos (Queen Mary, U. of London) ; Verissimo De Araujo, Micael (Rio de Janeiro Federal U.) ; Verkerke, Wouter (Nikhef) ; Vermeulen, Jos (Nikhef) ; Vernieri, Caterina (SLAC) ; Vessella, Makayla (UC, Irvine) ; Vetterli, Michel Joseph (Simon Fraser U. ; TRIUMF) ; Vgenopoulos, Andreas (Mainz U.) ; Viaux Maira, Nicolas (Santa Maria U., Valparaiso) ; Vickey, Trevor (Sheffield U.) ; Vickey Boeriu, Oana (Sheffield U.) ; Viehhauser, Georg (Oxford U.) ; Vigani, Luigi (Heidelberg U.) ; Vigl, Matthias (Munich, Max Planck Inst.) ; Villa, Mauro (INFN, Bologna ; Bologna U.) ; Villaplana, Miguel (Valencia U., IFIC) ; Villhauer, Elena Michelle (Edinburgh U.) ; Vilucchi, Elisabetta (Frascati) ; Vincter, Manuella (Carleton U.) ; Visibile, Andrea (Nikhef) ; Vittori, Camilla (CERN) ; Vivarelli, Iacopo (INFN, Bologna ; Bologna U.) ; Voevodina, Elena (Munich, Max Planck Inst.) ; Vogel, Fabian (Munich U.) ; Voigt, Johann Christoph (Dresden, Tech. U.) ; Vokac, Petr (Prague, Tech. U.) ; Volkotrub, Yuriy (Jagiellonian U.) ; Von Torne, Eckhard (Bonn U.) ; Vormwald, Benedikt (CERN) ; Vorobev, Konstantin (CERN) ; Vos, Marcel (Valencia U., IFIC) ; Voss, Katharina (Siegen U.) ; Vozak, Matous (CERN) ; Vozdecky, Lubos (Oklahoma U.) ; Vranjes, Nenad (Belgrade U.) ; Vranjes Milosavljevic, Marija (Belgrade U.) ; Vreeswijk, Marcel (Nikhef) ; Vu, Ngoc Khanh (Tsung-Dao Lee Inst., Shanghai ; Shanghai Jiao Tong U.) ; Vuillermet, Raphael (CERN) ; Vujinovic, Olivera (Mainz U.) ; Vukotic, Ilija (Chicago U., EFI) ; Vyas, Ishan Kiritbhai (Carleton U.) ; Wada, Sayaka (Tsukuba U.) ; Wagner, Cooper (SLAC) ; Wagner, Johannes Michael (LBL, Berkeley) ; Wagner, Wolfgang (Wuppertal U.) ; Wahdan, Shayma (Wuppertal U.) ; Wahlberg, Hernan Pablo (La Plata U.) ; Waits, Connor Hilton (Oklahoma U.) ; Walder, James William (Rutherford) ; Walker, Rodney (Munich U.) ; Walkowiak, Wolfgang (Siegen U.) ; Wall, Andie (Pennsylvania U.) ; Wallin, Erik Jakob (Lund U.) ; Wamorkar, Tanvi (LBL, Berkeley) ; Wang, Alex Zeng (UC, Santa Cruz) ; Wang, Chen (Mainz U.) ; Wang, Chenliang (Texas U.) ; Wang, Haichen (LBL, Berkeley) ; Wang, Jiawei (Hong Kong U. Sci. Tech.) ; Wang, Peng (Manchester U.) ; Wang, Peng (University Coll. London) ; Wang, Rongkun (Harvard U., Phys. Dept.) ; Wang, Rui (Argonne) ; Wang, Song-Ming (Taiwan, Inst. Phys.) ; Wang, Shudong (Beijing, Inst. High Energy Phys.) ; Wang, Tao (Hefei, CUST) ; Wang, Weitao (Iowa U.) ; Wang, Wei (Beijing, Inst. High Energy Phys.) ; Wang, Xiaoning (Illinois U., Urbana) ; Wang, Xi (Shanghai Jiao Tong U.) ; Wang, Yuhao (Nanjing U.) ; Wang, Yinmiao (Hefei, CUST) ; Wang, Zirui (Michigan U.) ; Wang, Zhen (Tsung-Dao Lee Inst., Shanghai ; Duke U. ; Shanghai Jiao Tong U.) ; Wang, Zhichen (Michigan U.) ; Wanotayaroj, Chaowaroj (KEK, Tsukuba) ; Warburton, Andreas (McGill U.) ; Ward, Robert James (Birmingham U.) ; Warnerbring, Adam Leonard (Siegen U.) ; Warrack, Neil (Glasgow U.) ; Waterhouse, Sam (Royal Holloway, U. of London) ; Watson, Alan (Birmingham U.) ; Watson, Harriet (Edinburgh U.) ; Watson, Miriam (Birmingham U.) ; Watton, Elliot (Glasgow U.) ; Watts, Gordon (Washington U., Seattle) ; Waugh, Benedict Martin (University Coll. London) ; Webb, James Maitland (Freiburg U.) ; Weber, Christian (Brookhaven) ; Weber, Hannsjorg (Humboldt U., Berlin) ; Weber, Michele (Bern U., LHEP) ; Weber, Sebastian Mario (Kirchhoff Inst. Phys.) ; Wei, Chuanshun (Hefei, CUST) ; Wei, Yingjie (Freiburg U.) ; Weidberg, Anthony (Oxford U.) ; Weik, Edison James (New York U.) ; Weingarten, Jens (Dortmund U.) ; Weiser, Christian (Freiburg U.) ; Wells, Craig John (DESY) ; Wenaus, Torre (Brookhaven) ; Wendland, Bjoern (Dortmund U.) ; Wengler, Thorsten (CERN) ; Wenke, Nina Stephanie (Munich, Max Planck Inst.) ; Wermes, Norbert (Bonn U.) ; Wessels, Martin (Kirchhoff Inst. Phys.) ; Wharton, Andrew Mark (Lancaster U.) ; White, Aaron Stephen (Harvard U., Phys. Dept.) ; White, Andrew (Texas U., Arlington) ; White, Martin John (Adelaide U. ) ; Whiteson, Daniel (UC, Irvine) ; Wickremasinghe, Lakmin (Osaka U.) ; Wiedenmann, Werner (Wisconsin U., Madison) ; Wielers, Monika (Rutherford) ; Wiglesworth, Craig (Bohr Inst.) ; Wilbern, Daniel John (Oklahoma U.) ; Wilkens, Henric (CERN) ; Wilkinson, Jeremy (Cambridge U.) ; Williams, Daniel (Nevis Labs, Columbia U.) ; Williams, Hugh (Pennsylvania U.) ; Williams, Sarah Louise (Cambridge U.) ; Willocq, Stephane (Massachusetts U., Amherst) ; Wilson, Benjamin James (Manchester U.) ; Wilson-Edwards, Danielle Joan (Manchester U.) ; Windischhofer, Philipp (Chicago U., EFI) ; Winkel, Federico (Buenos Aires U.) ; Winklmeier, Frank (Oregon U.) ; Winter, Benedict Tobias (Freiburg U.) ; Wittgen, Matthias (SLAC) ; Wobisch, Markus (Louisiana Tech. U.) ; Wojtkowski, Thomas (LPSC, Grenoble) ; Wolffs, Zef (Nikhef) ; Wollrath, Julian (CERN) ; Wolter, Marcin (Cracow, INP) ; Wolters, Helmut (LIP, Lisbon ; Coimbra U.) ; Wong, Marcus Clark (UC, Santa Cruz) ; Woodward, Eleanor Luise (Nevis Labs, Columbia U.) ; Worm, Steven (DESY) ; Wosiek, Barbara Krystyna (Cracow, INP) ; Wozniak, Krzysztof Wieslaw (Cracow, INP) ; Wozniewski, Sebastian (Gottingen U., II. Phys. Inst.) ; Wraight, Kenneth Gibb (Glasgow U.) ; Wu, Chonghao (Birmingham U.) ; Wu, Minlin (SYSU, Guangzhou) ; Wu, Mengqing (Nijmegen U.) ; Wu, Sau Lan (Wisconsin U., Madison) ; Wu, Xin (Geneva U.) ; Wu, Xingyu (Hefei, CUST) ; Wu, Yusheng (Hefei, CUST) ; Wu, Zhibo (Annecy, LAPP) ; Wurzinger, Jonas (Munich, Max Planck Inst. ; Tech. 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Tech.) ; Yang, Xiao (CERN) ; Yang, Xuan (Beijing, Inst. High Energy Phys.) ; Yang, Yi-Lin (Southern Methodist U.) ; Yang, Yifan (Hefei, CUST) ; Yao, Wei-Ming (LBL, Berkeley) ; Ye, Hua (Gottingen U., II. Phys. Inst.) ; Ye, Jingbo (Beijing, Inst. High Energy Phys.) ; Ye, Shuwei (Brookhaven) ; Ye, Xinmeng (Hefei, CUST) ; Yeh, Yoran (University Coll. London) ; Yeletskikh, Ivan (CERN) ; Yeo, Beomki (UC, Berkeley (main)) ; Yexley, Melissa (University Coll. London) ; Yildirim, Tom Philip (Oxford U.) ; Yin, Pengqi (Nevis Labs, Columbia U.) ; Yorita, Kohei (Waseda U.) ; Younas, Sulman (Bucharest, IFIN-HH) ; Young, Christopher (CERN) ; Young, Charlie (SLAC) ; Young, Nathan (Oregon U.) ; Yu, Yi (Hefei, CUST) ; Yuan, Jiarong (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; Yuan, Man (Michigan U.) ; Yuan, Rui (Tsung-Dao Lee Inst., Shanghai ; Shanghai Jiao Tong U.) ; Yue, Luzhan (University Coll. London) ; Zaazoua, Mohamed (Hefei, CUST) ; Zabinski, Bartlomiej Henryk (Cracow, INP) ; Zahir, Imane (Casablanca U.) ; Zak, Zuzanna Katarzyna (Cracow, INP) ; Zakareishvili, Tamar (Valencia U., IFIC) ; Zambito, Stefano (Geneva U.) ; Zamora Saa, Jilberto Antonio (Andres Bello Natl. U. ; SAPHIR Millennium Inst.) ; Zang, Jiaqi (Tokyo U., ICEPP) ; Zanzi, Daniele (Freiburg U.) ; Zanzottera, Riccardo (INFN, Milan ; Milan U.) ; Zaplatilek, Ota (Prague, Tech. U.) ; Zeitnitz, Christian (Wuppertal U.) ; Zeng, Hao (Beijing, Inst. High Energy Phys.) ; Zeng, Jiancong (Illinois U., Urbana) ; Zenger, Todd (Brandeis U.) ; Zenin, Oleg (CERN) ; Zenis, Tibor (Comenius U.) ; Zenz, Seth (Queen Mary, U. of London) ; Zerradi, Soufiane (Casablanca U.) ; Zerwas, Dirk (IJCLab, Orsay) ; Zhai, Mingjie (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; Zhang, Dengfeng (Sheffield U.) ; Zhang, Jie (Shandong U.) ; Zhang, Jinlong (Argonne) ; Zhang, Kaili (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; Zhang, Luxin (Hefei, CUST) ; Zhang, Lei (Nanjing U.) ; Zhang, Peng (Beijing, Inst. High Energy Phys. ; UCAS, Beijing) ; Zhang, Rui (Wisconsin U., Madison) ; Zhang, Sijing (L2IT, Toulouse) ; Zhang, Tingyu (Tokyo U., ICEPP) ; Zhang, Xiangke (Shanghai Jiao Tong U.) ; Zhang, Yulei (Washington U., Seattle) ; Zhang, Yuwen Ebony (University Coll. London) ; Zhang, Yangfan (Hefei, CUST) ; Zhang, Yixiang (Nanjing U.) ; Zhang, Zhicai (LBL, Berkeley) ; Zhang, Zhuolin (Shandong U.) ; Zhang, Zhiqing Philippe (IJCLab, Orsay) ; Zhao, Haoran (Washington U., Seattle) ; Zhao, Tongbin (Shandong U.) ; Zhao, Yuzhan (Carleton U.) ; Zhao, Zhengguo (Hefei, CUST) ; Zhao, Zihan (Hefei, CUST) ; Zhemchugov, Alexey (CERN) ; Zheng, Jinchao (Nanjing U.) ; Zheng, Kai (Illinois U., Urbana) ; Zheng, Xiangxuan (Hefei, CUST) ; Zheng, Zhi (SLAC) ; Zhong, Dewen (Illinois U., Urbana) ; Zhou, Bing (Michigan U.) ; Zhou, Hao (Arizona U.) ; Zhou, Ning (Shanghai Jiao Tong U.) ; Zhou, Yan (Tsinghua U., Beijing) ; Zhou, Yong (Nanjing U.) ; Zhou, You (Arizona U.) ; Zhu, Chengguang (Shandong U.) ; Zhu, Junjie (Michigan U.) ; Zhu, Xuliang (Tsung-Dao Lee Inst., Shanghai) ; Zhu, Yifan (Shanghai Jiao Tong U.) ; Zhu, Yingchun (Hefei, CUST) ; Zhuang, Xuai (Beijing, Inst. High Energy Phys.) ; Zhukov, Konstantin (Indiana U.) ; Zimine, Nikolai (CERN) ; Zinsser, Joachim (Heidelberg U.) ; Ziolkowski, Michal (Siegen U.) ; Zivkovic, Lidija (Belgrade U.) ; Zoccoli, Antonio (INFN, Bologna ; Bologna U.) ; Zoch, Knut (Harvard U., Phys. Dept.) ; Zorbas, Theodore (Sheffield U.) ; Zormpa, Olga (Democritos Nucl. Res. Ctr.) ; Zou, Wenkai (Nevis Labs, Columbia U.) ; Zwalinski, Lukasz (CERN)

Corporate author(s) ATLAS Collaboration
Publication 2024
Imprint 02 Dec 2024
Number of pages 49
Note 49 pages in total, author list starting page 32, 8 figures, 1 table, submitted to Rep. Prog. Phys. All figures including auxiliary figures are available at https://atlas.web.cern.ch/Atlas/GROUPS/PHYSICS/PAPERS/SOFT-2023-01
Subject category Particle Physics - Experiment
Accelerator/Facility, Experiment CERN LHC ; ATLAS
Keywords Higgs physics ; Monte Carlo ; statistical inference ; machine learning
Abstract Neural simulation-based inference is a powerful class of machine-learning-based methods for statistical inference that naturally handles high-dimensional parameter estimation without the need to bin data into low-dimensional summary histograms. Such methods are promising for a range of measurements, including at the Large Hadron Collider, where no single observable may be optimal to scan over the entire theoretical phase space under consideration, or where binning data into histograms could result in a loss of sensitivity. This work develops a neural simulation-based inference framework for statistical inference, using neural networks to estimate probability density ratios, which enables the application to a full-scale analysis. It incorporates a large number of systematic uncertainties, quantifies the uncertainty due to the finite number of events in training samples, develops a method to construct confidence intervals, and demonstrates a series of intermediate diagnostic checks that can be performed to validate the robustness of the method. As an example, the power and feasibility of the method are assessed on simulated data for a simplified version of an off-shell Higgs boson couplings measurement in the four-lepton final states. This approach represents an extension to the standard statistical methodology used by the experiments at the Large Hadron Collider, and can benefit many physics analyses.
Other source Inspire
Copyright/License Preprint: © 2024 CERN (License: CC-BY-4.0)
Submitted by tatjana.lenz@cern.ch



 


 Datensatz erzeugt am 2024-12-02, letzte Änderung am 2024-12-13


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