Home > Highly-parallelized simulation of a pixelated LArTPC on a GPU |
Article | |
Report number | arXiv:2212.09807 ; FERMILAB-PUB-22-926-LBNF |
Title | Highly-parallelized simulation of a pixelated LArTPC on a GPU |
Author(s) |
Abed Abud, Adam (CERN) ; Abi, Babak (Oxford U.) ; Acciarri, Roberto (Fermilab) ; Acero, Mario (U. Atlantico, Barranquilla) ; Adames, Marcio (Tech. Fed. Parana U.) ; Adamov, George (GTU, Tbilisi) ; Adamowski, Mark (Fermilab) ; Adams, David (Brookhaven) ; Adinolfi, Marco (Bristol U.) ; Adriano, Cris (U. Campinas) ; Aduszkiewicz, Antoni (Houston U.) ; Aguilar, Jessica (LBL, Berkeley) ; Ahmad, Zubayer (Calcutta, VECC) ; Ahmed, Jhanzeb (Warwick U.) ; Aimard, Benjamin (Annecy, LAPP) ; Akbar, Faiza (Rochester U.) ; Allison, Kyle (Colorado U.) ; Alonso Monsalve, Saul (CERN) ; Alrashed, Munera (Kansas State U.) ; Alt, Christoph (Zurich, ETH) ; Alton, Andrew (Augustana Coll., Sioux Falls) ; Alvarez, Rodrigo (Madrid, CIEMAT) ; Amedo, Pablo (Santiago de Compostela U., IGFAE ; Valencia U., IFIC) ; Anderson, John (Argonne) ; Andrade Aldana, Diego (IIT, Chicago) ; Andreopoulos, Costas (Rutherford ; Liverpool U.) ; Andreotti, Mirco (INFN, Ferrara ; Ferrara U.) ; Andrews, Michael P. (Fermilab) ; Andrianala, Fenompanirina (Antananarivo U.) ; Andringa, Sofia (LIP, Lisbon) ; Anfimov, Nikolay (Dubna, JINR) ; Anicézio Campanelli, Wallison Luiz (U. Fed. Alfenas) ; Ankowski, Artur (SLAC) ; Antoniassi, Marcelo (Tech. Fed. Parana U.) ; Antonova, Maria (Valencia U., IFIC) ; Antoshkin, Alexander (Dubna, JINR) ; Antusch, Stefan (Basel U.) ; Aranda-Fernandez, Alfredo (Colima U.) ; Arellano, Luciano (Manchester U.) ; Arnold, Lukas (Columbia U.) ; Arroyave, Manuel (Escuela de Ingenieria de Antioquia) ; Asaadi, Jonathan (Texas U., Arlington) ; Ashkenazi, Adi (Tel Aviv U.) ; Asquith, Lily (Sussex U.) ; Aurisano, Adam (Cincinnati U.) ; Aushev, Vladimir (Taras Shevchenko U.) ; Autiero, Dario (IP2I, Lyon) ; Ayala-Torres, Marco Alberto (CINVESTAV, IPN) ; Azfar, Farrukh (Oxford U.) ; Back, Ashley (Indiana U.) ; Back, Henning (PNL, Richland) ; Back, John (Warwick U.) ; Bagaturia, Iuri (GTU, Tbilisi) ; Bagby, Linda (Fermilab) ; Balashov, Nikita (Dubna, JINR) ; Balasubramanian, Supraja (Fermilab) ; Baldi, Pierre (UC, Irvine) ; Baldini, Wander (INFN, Ferrara) ; Baller, Bruce (Fermilab) ; Bambah, Bindu (Hyderabad U.) ; Barao, Fernando (LIP, Lisbon) ; Barenboim, Gabriela (Valencia U., IFIC) ; Barham Alzás, Pablo (CERN) ; Barker, Gary (Warwick U.) ; Barkhouse, Wayne (North Dakota U.) ; Barnes, Christopher (Michigan U.) ; Barr, Giles (Oxford U.) ; Barranco Monarca, Juan (Guanajuato U.) ; Barros, Adilson (Tech. Fed. Parana U.) ; Barros, Nuno (LIP, Lisbon) ; Barrow, Joshua (MIT) ; Basharina-Freshville, Anastasia (University Coll. London) ; Bashyal, Amit (Argonne) ; Basque, Vincent (Fermilab) ; Batchelor, Charlie (Edinburgh U.) ; Battat, J.B.R. (Wellesley Coll.) ; Battisti, Federico (Oxford U.) ; Bay, Fatih (Akdeniz U.) ; Bazetto, M.C.Q. (U. Campinas) ; Bazo Alba, José Luis (Lima, Pont. U. Catolica) ; Beacom, John (Ohio State U.) ; Bechetoille, Edouard (IP2I, Lyon) ; Behera, Biswaranjan (Colorado State U.) ; Belchior, Ewerton (U. Campinas) ; Bellantoni, Leo (Fermilab) ; Bellettini, Giorgio (INFN, Pisa ; Pisa U.) ; Bellini, Vincenzo (INFN, Catania) ; Beltramello, Olga (CERN) ; Benekos, Nektarios (CERN) ; Benitez Montiel, Carlos (Asuncion Natl. U.) ; Benjamin, Douglas (Brookhaven) ; Bento Neves, Francisco (LIP, Lisbon) ; Berger, Joshua (Colorado State U.) ; Berkman, Sophie (Fermilab) ; Bernardini, Paolo (INFN, Lecce ; Salento U.) ; Berner, Roman (Bern U.) ; Bersani, Andrea (INFN, Genoa) ; Bertolucci, Sergio (INFN, Bologna) ; Betancourt, Minerba (Fermilab) ; Betancur Rodríguez, Amalia (Escuela de Ingenieria de Antioquia) ; Bevan, Adrian (Queen Mary, U. of London) ; Bezawada, Yashwanth (UC, Davis) ; Bezerra, Anibal (U. Fed. Alfenas) ; Bezerra, Thiago (Sussex U.) ; Bhambure, Jay (SUNY, Stony Brook) ; Bhardwaj, Akhil (Louisiana State U.) ; Bhatnagar, Vipin (Panjab U.) ; Bhattacharjee, Maharnab (Indian Inst. Tech., Guwahati) ; Bhattacharya, Meghna (Fermilab) ; Bhattarai, Devesh (Mississippi U.) ; Bhuller, Shyam (Bristol U.) ; Bhuyan, Bipul (Indian Inst. Tech., Guwahati) ; Biagi, Simone (INFN, LNS) ; Bian, Jianming (UC, Irvine) ; Biassoni, Matteo (INFN, Milan Bicocca) ; Biery, Kurt (Fermilab) ; Bilki, Burak (Beykent U. ; Iowa U.) ; Bishai, Mary (Brookhaven) ; Bisignani, Valeria (INFN, Naples) ; Bitadze, Alexander (Manchester U.) ; Blake, Andrew (Lancaster U.) ; Blaszczyk, Flor (Fermilab) ; Blazey, Gerald (Northern Illinois U.) ; Blend, Dylan (Iowa U.) ; Blucher, Edward (Chicago U.) ; Boissevain, Jan (Los Alamos) ; Bolognesi, Sara (Saclay) ; Bolton, Timothy (Kansas State U.) ; Bomben, Luca (INFN, Milan Bicocca) ; Bonesini, Maurizio (INFN, Milan Bicocca) ; Bonilla-Diaz, Cesar (Catolica del Norte U.) ; Bonini, Filiberto (Brookhaven) ; Booth, Alexander (Queen Mary, U. of London) ; Boran, Fatma (Beykent U.) ; Bordoni, Stefania (CERN) ; Borkum, Aran (Sussex U.) ; Bostan, Nilay (Iowa U.) ; Bour, Petr (CTU, Prague) ; Boyden, Daniel (Northern Illinois U.) ; Bracinik, Juraj (Birmingham U.) ; Braga, Davide (Fermilab) ; Brailsford, Dominic (Lancaster U.) ; Branca, Antonio (INFN, Milan Bicocca) ; Brandt, Andrew (Texas U., Arlington) ; Bravo-Moreno, Marina (Granada U.) ; Bremer, Johan (CERN) ; Brew, Christopher (Rutherford) ; Brice, Stephen (Fermilab) ; Brizzolari, Claudia (INFN, Milan Bicocca) ; Bromberg, Carl (Michigan State U.) ; Brooke, Jim (Bristol U.) ; Bross, Alan (Fermilab) ; Brunetti, Giulia (INFN, Milan Bicocca) ; Brunetti, Maria (Warwick U.) ; Buchanan, Norman (Colorado State U.) ; Budd, Howard (Rochester U.) ; Buergi, Jonas (Bern U.) ; Caceres Vera, Gian (UC, Davis) ; Cagnoli, Irene (INFN, Bologna) ; Cai, Tejin (York U., Canada) ; Caiulo, Davide (IP2I, Lyon) ; Calabrese, Roberto (INFN, Ferrara ; Ferrara U.) ; Calafiura, Paolo (LBL, Berkeley) ; Calcutt, Jacob (Oregon State U.) ; Calin, Marius (Bucharest U.) ; Calivers, Livio (Bern U.) ; Calvez, Steven (Colorado State U.) ; Calvo, Enrique (Madrid, CIEMAT) ; Caminata, Alessio (INFN, Genoa) ; Caratelli, David (UC, Santa Barbara) ; Carber, Daniel (Colorado State U.) ; Carceller, Juan (University Coll. London) ; Carini, Gabriella (Brookhaven) ; Carlus, Bruno (IP2I, Lyon) ; Carneiro, Mateus (Brookhaven) ; Carniti, Paolo (INFN, Milan Bicocca) ; Caro Terrazas, Ivan (Colorado State U.) ; Carranza, Hector (Texas U., Arlington) ; Carrara, Nicholas (UC, Davis) ; Carroll, Lauren (Kansas State U.) ; Carroll, Thomas (Wisconsin U., Madison) ; Carter, Alex (Royal Holloway, U. of London) ; Castaño Forero, Javier (Antonio Narino U.) ; Castillo, Andrés (U. Sergio Arboleda, Bogota) ; Catano-Mur, Erika (William-Mary Coll.) ; Cattadori, Carla (INFN, Milan Bicocca) ; Cavalier, Fabien (IJCLab, Orsay) ; Cavallaro, Giuseppe (INFN, Milan Bicocca) ; Cavanna, Flavio (Fermilab) ; Centro, Sandro (Padua U.) ; Cerati, Giuseppe (Fermilab) ; Cervelli, Alberto (INFN, Bologna) ; Cervera Villanueva, Anselmo (Valencia U., IFIC) ; Chakraborty, Kaustav (Ahmedabad, Phys. Res. Lab) ; Chalifour, Michel (CERN) ; Chappell, Andrew (Warwick U.) ; Chardonnet, Etienne (APC, Paris) ; Charitonidis, Nikolas (CERN) ; Chatterjee, Animesh (Pittsburgh U.) ; Chattopadhyay, Subhasish (Calcutta, VECC) ; Chen, Hucheng (Brookhaven) ; Chen, Mu-Chun (UC, Irvine) ; Chen, Yifan (Bern U. ; SLAC) ; Chen, Zheyang (SUNY, Stony Brook) ; Chen-Wishart, Zachary (Royal Holloway, U. of London) ; Cheon, Yoolim (UNIST, Ulsan) ; Cherdack, Daniel (Houston U.) ; Chi, Cheng-Yi (Columbia U.) ; Childress, Sam (Fermilab) ; Chirco, Robert (IIT, Chicago) ; Chiriacescu, Ana (Bucharest U.) ; Chitirasreemadam, Namitha (INFN, Pisa ; Pisa U.) ; Cho, Kihyeon (KISTI, Daejeon) ; Choate, Sarah (Northern Illinois U.) ; Chokheli, David (GTU, Tbilisi) ; Chong, Pooi (Pennsylvania U.) ; Chowdhury, Barnali (Argonne) ; Christensen, Anne (Colorado State U.) ; Christian, David (Fermilab) ; Christodoulou, Georgios (CERN) ; Chukanov, Artem (Dubna, JINR) ; Chung, Moses (UNIST, Ulsan) ; Church, Eric (PNL, Richland) ; Cicero, Valentina (INFN, Bologna) ; Clapa, Daniel (Warsaw U.) ; Clarke, Peter (Edinburgh U.) ; Cline, Gordon (LBL, Berkeley) ; Coan, Thomas (Southern Methodist U.) ; Cocco, Alfredo (INFN, Naples) ; Coelho, J.A.B. (APC, Paris) ; Cohen, Ariel (APC, Paris) ; Collot, Johann (LPSC, Grenoble) ; Conley, Erin (Duke U.) ; Conrad, Janet M. (MIT) ; Convery, Mark (SLAC) ; Copello, Simone (INFN, Genoa) ; Cova, Paolo (INFN, Milan) ; Cox, Callum (Royal Holloway, U. of London) ; Cremaldi, Lucien (Mississippi U.) ; Cremonesi, Linda (Queen Mary, U. of London) ; Crespo-Anadón, José (Madrid, CIEMAT) ; Crisler, Michael (Fermilab) ; Cristaldo, Esteban (INFN, Milan ; Asuncion Natl. U.) ; Crnkovic, Jason (Fermilab) ; Crone, Gordon (University Coll. London) ; Cross, Ryan (Lancaster U.) ; Cudd, Andrew (Colorado U.) ; Cuesta, Clara (Madrid, CIEMAT) ; Cui, Yanou (UC, Riverside) ; Cussans, David (Bristol U.) ; Dai, Joel (LPSC, Grenoble) ; Dalager, Olivia (UC, Irvine) ; Dallavalle, Ricardo (APC, Paris) ; da Motta, Helio (Rio de Janeiro, CBPF) ; Dar, Zubair (William-Mary Coll.) ; Darby, Robert (Sussex U.) ; da Silva Peres, Leonardo (Rio de Janeiro Federal U.) ; David, Claire (York U., Canada ; Fermilab) ; David, Quentin (IP2I, Lyon) ; Davies, Gavin (Mississippi U.) ; Davini, Stefano (INFN, Genoa) ; Dawson, Jaime (APC, Paris) ; De, Kaushik (Texas U., Arlington) ; De, Shruti (SUNY, Albany) ; de Aguiar, Renan (U. Campinas) ; De Almeida, Patricia (U. Campinas) ; Debbins, Paul (Iowa U.) ; De Bonis, Isabelle (Annecy, LAPP) ; Decowski, M. Patrick (Nikhef, Amsterdam) ; de Gouvea, Andre (Northwestern U.) ; de Holanda, Pedro (U. Campinas) ; de Icaza Astiz, Iker (Sussex U.) ; Deisting, Alexander (Mainz U.) ; De Jong, Paul (Nikhef, Amsterdam) ; De la Torre, Andres (Madrid, CIEMAT) ; Delbart, Alain (Saclay) ; De Leo, Veronica (Rome U.) ; Delepine, David (Guanajuato U.) ; Delgado, Maritza (INFN, Milan Bicocca) ; Dell'Acqua, Andrea (CERN) ; Delmonte, Nicola (INFN, Milan) ; De Lurgio, Patrick (Argonne) ; de Mello Neto, J.R.T. (Rio de Janeiro Federal U.) ; DeMuth, David (Valley City State U.) ; Dennis, Steve (Cambridge U.) ; Densham, Chris (Rutherford) ; Denton, Peter (Brookhaven) ; Deptuch, Grzegorz (Brookhaven) ; De Roeck, Albert (CERN) ; De Romeri, Valentina (Valencia U., IFIC) ; de Souza, Greg (U. Campinas) ; Detje, J.P. (Cambridge U.) ; Devi, Ritu (Jammu U.) ; Dharmapalan, Ranjan (Hawaii U.) ; Dias, Marco (Diadema, Sao Paulo Fed. U.) ; Diaz, Jorge S. (Indiana U.) ; Díaz, Felix (Lima, Pont. U. Catolica) ; Di Capua, Francesco (INFN, Naples ; Naples U.) ; Di Domenico, Antonio (Rome U.) ; Di Domizio, Sergio (INFN, Genoa ; Genoa U.) ; Di Falco, Stefano (INFN, Pisa) ; Di Giulio, Letizia (CERN) ; Ding, Pengfei (Fermilab) ; Di Noto, Lea (INFN, Genoa ; Genoa U.) ; Diociaiuti, Eleonora (Frascati) ; Distefano, Carla (INFN, LNS) ; Diurba, Richard (Bern U.) ; Diwan, Milind (Brookhaven) ; Djurcic, Zelimir (Argonne) ; Doering, Dionisio (SLAC) ; Dolan, Stephen (CERN) ; Dolek, Furkan (Beykent U.) ; Dolinski, Michelle J. (Drexel U.) ; Domenici, Danilo (Frascati) ; Domine, Laura (SLAC) ; Donati, Simone (INFN, Pisa ; Pisa U.) ; Donon, Yann (CERN) ; Doran, Steven (Iowa State U.) ; Douglas, Daniel (Michigan State U.) ; Dragone, Angelo (SLAC) ; Drielsma, Francois (SLAC) ; Duarte, Laura Cristina (Diadema, Sao Paulo Fed. U.) ; Duchesneau, Dominique (Annecy, LAPP) ; Duffy, Kirsty (Oxford U. ; Fermilab) ; Dugas, Katherine (UC, Irvine) ; Dunne, Patrick (Imperial Coll., London) ; Dutta, Bhaskar (Texas A-M) ; Duyang, Hongyue (South Carolina U.) ; Dvornikov, Olexiy (Hawaii U.) ; Dwyer, Daniel A. (LBL, Berkeley) ; Dyshkant, Alexandre S. (Northern Illinois U.) ; Eads, Michael (Northern Illinois U.) ; Earle, Antony (Sussex U.) ; Edmunds, Daniel (Michigan State U.) ; Eisch, Jonathan (Fermilab) ; Emberger, Lorenz (Manchester U.) ; Englezos, Panagiotis (Rutgers U., Piscataway) ; Ereditato, Antonio (Yale U.) ; Erjavec, Tyler (UC, Davis) ; Escobar, Carlos O. (Fermilab) ; Evans, Justin (Manchester U.) ; Ewart, Erin (Indiana U.) ; Ezeribe, Anthony (Sheffield U.) ; Fahey, Kevin (Fermilab) ; Fajt, Lukas (CERN) ; Falcone, Andrea (INFN, Milan Bicocca) ; Fani', Mattia (Los Alamos) ; Farnese, Christian (INFN, Padua) ; Farzan, Yasaman (IPM, Tehran) ; Fedoseev, Dmitry (Dubna, JINR) ; Felix, Julian (Guanajuato U.) ; Feng, Yue (Iowa State U.) ; Fernandez-Martinez, Enrique (Madrid, Autonoma U.) ; Ferraro, Federico (INFN, Genoa ; Genoa U.) ; Fields, Laura (Notre Dame U.) ; Filip, Peter (Prague, Inst. Phys.) ; Filkins, Amy (Syracuse U.) ; Filthaut, Frank (Nikhef, Amsterdam) ; Fine, Robert (Los Alamos) ; Fiorillo, Giuliana (INFN, Naples ; Naples U.) ; Fiorini, Massimiliano (INFN, Ferrara ; Ferrara U.) ; Fischer, Vincent (Iowa State U.) ; Fitzpatrick, Rory (Michigan U.) ; Flanagan, Will (Dallas U.) ; Fleming, Bonnie (Chicago U. ; Yale U.) ; Flight, Robert (Rochester U.) ; Fogarty, Sam (Colorado State U.) ; Foreman, Will (IIT, Chicago) ; Fowler, Jack (Duke U.) ; Franc, Jiri (CTU, Prague) ; Franco, Domenico (Yale U.) ; Freeman, John (Fermilab) ; Fried, Jack (Brookhaven) ; Friedland, Alex (SLAC) ; Fuess, Stu (Fermilab) ; Furic, Ivan (Florida U.) ; Furman, Krzysztof (Queen Mary, U. of London) ; Furmanski, Andrew (Minnesota U.) ; Gabrielli, Alessandro (INFN, Bologna) ; Gago, A.M. (Lima, Pont. U. Catolica) ; Gallagher, Hugh (Tufts U.) ; Gallas, Alexandre (IJCLab, Orsay) ; Gallego-Ros, Ana (Madrid, CIEMAT) ; Gallice, Niccolo (INFN, Milan) ; Galymov, Vyacheslav (IP2I, Lyon) ; Gamberini, Enrico (CERN) ; Gamble, Trevor (Sheffield U.) ; Ganacim, Francisco (Tech. Fed. Parana U.) ; Gandhi, Raj (Harish-Chandra Res. Inst.) ; Ganguly, Sudeshna (Fermilab) ; Gao, Fan (Pittsburgh U.) ; Gao, Shanshan (Brookhaven) ; Garcia-Gamez, Diego (Granada U.) ; García-Peris, Miguel (Valencia U., IFIC) ; Gardiner, Steven (Fermilab) ; Gastler, Dan (Boston U.) ; Gauch, Anja (Bern U.) ; Gauvreau, Jean-Luc (Occidental Coll.) ; Gauzzi, Paolo (Rome U.) ; Ge, Guanqun (Columbia U.) ; Geffroy, Nicolas (Annecy, LAPP) ; Gelli, Bruno (U. Campinas) ; Gendotti, Adamo (Zurich, ETH) ; Gent, Stephen (South Dakota State U.) ; Gerlach, Lino (Brookhaven) ; Ghorbani-Moghaddam, Zahra (INFN, Genoa) ; Giammaria, Paola (U. Campinas) ; Giammaria, Tommaso (INFN, Ferrara ; Ferrara U.) ; Giangiacomi, Nico (Toronto U.) ; Gibin, Daniele (Padua U. ; INFN, Padua) ; Gil-Botella, Ines (Madrid, CIEMAT) ; Gilligan, Sean (Oregon State U.) ; Gioiosa, Antonio (INFN, Pisa) ; Giovannella, Simona (Frascati) ; Girerd, Claude (IP2I, Lyon) ; Giri, Anjan Kumar (Indian Inst. Tech., Hyderabad) ; Gnani, Dario (LBL, Berkeley) ; Gogota, Olga (Taras Shevchenko U.) ; Gold, Michael (New Mexico U.) ; Gollapinni, Sowjanya (Los Alamos) ; Gollwitzer, Keith (Fermilab) ; Gomes, Ricardo (Goias U.) ; Gomez Bermeo, Laura Vanessa (U. Sergio Arboleda, Bogota) ; Gomez Fajardo, L.S. (U. Sergio Arboleda, Bogota) ; Gonnella, Francesco (Birmingham U.) ; Gonzalez-Diaz, Diego (Santiago de Compostela U., IGFAE) ; Gonzalez-Lopez, Manuel (Madrid, Autonoma U.) ; Goodman, Maury (Argonne) ; Goodwin, Owen (Manchester U.) ; Goswami, Srubabati (Ahmedabad, Phys. Res. Lab) ; Gotti, Claudio (INFN, Milan Bicocca) ; Goudeau, Jacob (Louisiana State U.) ; Goudzovski, Evgueni (Birmingham U.) ; Grace, Carl (LBL, Berkeley) ; Gran, Rik (Minnesota U., Duluth) ; Granados, Everardo (Guanajuato U.) ; Granger, Pierre (APC, Paris) ; Grant, Christopher (Boston U.) ; Gratieri, Diego (Niteroi, Fluminense U.) ; Green, Patrick (Oxford U.) ; Greenberg, Stephen (UC, Berkeley ; LBL, Berkeley) ; Greenler, Leland (Wisconsin U., Madison) ; Greer, Joel (Bristol U.) ; Grenard, Jean-Louis (CERN) ; Griffith, Clark (Sussex U.) ; Groetschla, Florian (CERN) ; Groh, Micah (Colorado State U.) ; Grzelak, Katarzyna (Warsaw U.) ; Gu, Wenqiang (Brookhaven) ; Guarino, Victor (Argonne) ; Guarise, Marco (INFN, Ferrara ; Ferrara U.) ; Guenette, Roxanne (Manchester U.) ; Guerard, Eric (IJCLab, Orsay) ; Guerzoni, Marco (INFN, Bologna) ; Guffanti, Daniele (INFN, Milan Bicocca) ; Guglielmi, Alberto (INFN, Padua) ; Guo, Bing (South Carolina U.) ; Gupta, Aseem (SLAC) ; Gupta, Vikas (Nikhef, Amsterdam) ; Guthikonda, K.K. (K L U.) ; Guzowski, Pawel (Manchester U.) ; Guzzo, Marcelo (U. Campinas) ; Gwon, Sunwoo (Chung-Ang U.) ; Ha, Chang Hyon (Chung-Ang U.) ; Haaf, Kevin (Fermilab) ; Habig, Alec (Minnesota U., Duluth) ; Hadavand, Haleh (Texas U., Arlington) ; Hadef, Asma (Mainz U.) ; Haenni, Roger (Bern U.) ; Hagaman, Lee (Yale U.) ; Hahn, Alan (Fermilab) ; Haiston, James (South Dakota Sch. Mines Tech.) ; Hamacher-Baumann, Philip (Oxford U.) ; Hamernik, Thomas (Fermilab) ; Hamilton, Philip (Imperial Coll., London) ; Han, Jiyeon (Pittsburgh U.) ; Hancock, Jonathan (Birmingham U.) ; Happacher, Fabio (Frascati) ; Harris, Deborah (York U., Canada ; Fermilab) ; Hartnell, Jeffrey (Sussex U.) ; Hartnett, Trevor (Rutherford) ; Harton, John (Colorado State U.) ; Hasegawa, Takyua (KEK, Tsukuba) ; Hasnip, Ciaran (Oxford U.) ; Hatcher, Robert (Fermilab) ; Hatfield, Kaleb (UC, Irvine) ; Hatzikoutelis, Athanasios (San Jose State U.) ; Hayes, Christopher (Indiana U.) ; Hayrapetyan, Karen (Queen Mary, U. of London) ; Hays, Jonathan (Queen Mary, U. of London) ; Hazen, Eric (Boston U.) ; He, Muyuan (Houston U.) ; Heavey, Anne (Fermilab) ; Heeger, Karsten (Yale U.) ; Heise, Jaret (Sanford Underground Lab.) ; Henry, Sarah (Rochester U.) ; Hernandez Morquecho, Miguel Angel (IIT, Chicago) ; Herner, Kenneth (Fermilab) ; Hewes, V. (Cincinnati U.) ; Hilgenberg, Christopher (Minnesota U.) ; Hill, Tony (Idaho State U.) ; Hillier, Stephen (Birmingham U.) ; Himmel, Alexander (Fermilab) ; Hinkle, Elise (Chicago U.) ; Hirsch, Luciana (Tech. Fed. Parana U.) ; Ho, Jason (Dordt Coll.) ; Hoff, James (Fermilab) ; Holin, Anna (Rutherford) ; Holvey, Thomas (Oxford U.) ; Hoppe, Eric (PNL, Richland) ; Horton-Smith, Glenn (Kansas State U.) ; Hostert, Matheus (Minnesota U.) ; Houdy, Thibaut (IJCLab, Orsay) ; Hourlier, Adrien (MIT) ; Howard, Bruce (Fermilab) ; Howell, Ryan (Rochester U.) ; Hoyos Barrios, Jaime (Medellin U.) ; Hristova, Ivana (Rutherford) ; Hronek, Maxine (Fermilab) ; Huang, Junying (UC, Davis) ; Huang, Roger (LBL, Berkeley) ; Hulcher, Zachary (SLAC) ; Iles, Gregory (Imperial Coll., London) ; Ilic, Nikolina (Toronto U.) ; Iliescu, Antoniu (INFN, Bologna) ; Illingworth, Robert (Fermilab) ; Ingratta, Gianfranco (INFN, Bologna) ; Ioannisian, Ara (ITPM, Yerevan) ; Irwin, Burke (Minnesota U.) ; Isenhower, Larry (Abilene Christian U.) ; Ismerio Oliveira, Marcelo (Rio de Janeiro Federal U.) ; Itay, Ran (SLAC) ; Jackson, Christopher (PNL, Richland) ; Jain, Vivek (SUNY, Albany) ; James, Eric (Fermilab) ; Jang, Wooyoung (Texas U., Arlington) ; Jargowsky, Benjamin (UC, Irvine) ; Jediny, Filip (CTU, Prague) ; Jena, Deepika (Fermilab) ; Jeong, Yu Seon (Chung-Ang U.) ; Jesús-Valls, César (Barcelona, IFAE) ; Ji, Xiangpan (Brookhaven) ; Jiang, Junjie (SUNY, Stony Brook) ; Jiang, Libo (Virginia Tech.) ; Jipa, Alexandru (Bucharest U.) ; Jo, Jay Hyun (Yale U.) ; Joaquim, Filipe (LIP, Lisbon) ; Johnson, Walker (South Dakota Sch. Mines Tech.) ; Jones, Benjamin (Texas U., Arlington) ; Jones, Rhiannon (Sheffield U.) ; Jovancevic, Nikola (Novi Sad U.) ; Judah, Matthew (Pittsburgh U.) ; Jung, Chang Kee (SUNY, Stony Brook) ; Junk, Thomas (Fermilab) ; Jwa, Yeon-jae (Columbia U.) ; Kabirnezhad, Monireh (Imperial Coll., London) ; Kaboth, Asher (Royal Holloway, U. of London ; Rutherford) ; Kadenko, Igor (Taras Shevchenko U.) ; Kakorin, Igor (Dubna, JINR) ; Kalitkina, Anastasia (Dubna, JINR) ; Kalra, Daisy (Columbia U.) ; Kamer Koseyan, Ohannes (Iowa U.) ; Kamiya, Felipe (ABC Federal U.) ; Kaplan, Daniel (IIT, Chicago) ; Karagiorgi, Georgia (Columbia U.) ; Karaman, Gurkan (Iowa U.) ; Karcher, Armin (LBL, Berkeley) ; Karyotakis, Yannis (Annecy, LAPP) ; Kasai, Seiji (Kure Tech. Coll.) ; Kasetti, Siva (Louisiana State U.) ; Kashur, Lane (Colorado State U.) ; Katsioulas, Ioannis (Birmingham U.) ; Kazaryan, Narine (ITPM, Yerevan) ; Kearns, Edward (Boston U.) ; Keener, Paul (Pennsylvania U.) ; Kelly, Kevin (CERN) ; Kemp, Ernesto (U. Campinas) ; Kemularia, Otari (GTU, Tbilisi) ; Kermaidic, Yoann (IJCLab, Orsay) ; Ketchum, Wes (Fermilab) ; Kettell, Steve (Brookhaven) ; Khabibullin, Marat (Moscow, INR) ; Khotjantsev, Alexei (Moscow, INR) ; Khvedelidze, Arsen (GTU, Tbilisi) ; Kim, Doojin (Texas A-M) ; King, Bonnie (Fermilab) ; Kirby, Brian (Columbia U.) ; Kirby, Mike (Fermilab) ; Klein, Joshua (Pennsylvania U.) ; Kleykamp, Jeffrey (Mississippi U.) ; Klustova, Anezka (Imperial Coll., London) ; Kobilarcik, Thomas (Fermilab) ; Koehler, Kevin (Wisconsin U., Madison) ; Koerner, Lisa (Houston U.) ; Koh, D.H. (SLAC) ; Kohn, Sam (UC, Berkeley ; LBL, Berkeley) ; Koller, Patrick (Bern U.) ; Kolupaeva, Liudmila (Dubna, JINR) ; Korablev, Denis (Dubna, JINR) ; Kordosky, Mike (William-Mary Coll.) ; Kosc, Thomas (LPSC, Grenoble) ; Kose, Umut (CERN) ; Kostelecky, V. Alan (Indiana U.) ; Kothekar, Kunal (Bristol U.) ; Kotler, Ian (Drexel U.) ; Kozhukalov, Vladimir (Dubna, JINR) ; Kralik, Robert (Sussex U.) ; Kreczko, Luke (Bristol U.) ; Krennrich, Frank (Iowa State U.) ; Kreslo, Igor (Bern U.) ; Kropp, William (UC, Irvine) ; Kroupova, Tereza (Pennsylvania U.) ; Kubu, Miroslav (CERN) ; Kudenko, Yury (Moscow, INR) ; Kudryavtsev, Vitaly (Sheffield U.) ; Kuhlmann, Stephen (Argonne) ; Kulagin, Sergey (Moscow, INR) ; Kumar, Jason (Hawaii U.) ; Kumar, Praveen (Sheffield U.) ; Kunze, Pablo (Annecy, LAPP) ; Kuravi, Ramachandra (LBL, Berkeley) ; Kurita, Nadine (SLAC) ; Kuruppu, Chatura (South Carolina U.) ; Kus, Vaclav (CTU, Prague) ; Kutter, Thomas (Louisiana State U.) ; Kvasnicka, Jiri (Prague, Inst. Phys.) ; Kwak, Donghyun (UNIST, Ulsan) ; Lambert, Andrew (LBL, Berkeley) ; Land, Benjamin (Pennsylvania U.) ; Lane, Charles (Drexel U.) ; Lang, Karol (Texas U.) ; Langford, Thomas (Yale U.) ; Langstaff, Mark (Manchester U.) ; Lanni, Francesco (CERN) ; Lantwin, Oliver (Annecy, LAPP) ; Larkin, Jacob (Brookhaven) ; Lasorak, Pierre (Imperial Coll., London) ; Last, David (Pennsylvania U.) ; Laundrie, Andy (Wisconsin U., Madison) ; Laurenti, Giuliano (INFN, Bologna) ; Lawrence, Andrew (LBL, Berkeley) ; Laycock, Paul (Brookhaven) ; Lazanu, Ionel (Bucharest U.) ; Lazzaroni, Massimo (INFN, Milan) ; Le, Trung (Tufts U.) ; Leardini, Sara (Santiago de Compostela U., IGFAE) ; Learned, John (Hawaii U.) ; LeBrun, Patrice (IP2I, Lyon) ; LeCompte, Thomas (SLAC) ; Lee, Claire (Fermilab) ; Legin, Vladyslav (Taras Shevchenko U.) ; Lehmann Miotto, Giovanna (CERN) ; Lehnert, Ralf (Indiana U.) ; Leigui de Oliveira, M.A. (ABC Federal U.) ; Leitner, Matthaeus (LBL, Berkeley) ; Lepin, Luis (Manchester U.) ; Li, Shirley W. (SLAC) ; Li, Yichen (Brookhaven) ; Liao, Heng-Ye (Kansas State U.) ; Lin, Cheng-Ju Stephen (LBL, Berkeley) ; Lin, Shih-Kai (Louisiana State U.) ; Lindebaum, Dennis (Bristol U.) ; Lineros, Roberto (Catolica del Norte U.) ; Ling, Jiajie (SYSU, Guangzhou) ; Lister, Adam (Wisconsin U., Madison) ; Littlejohn, Bryce (IIT, Chicago) ; Liu, Junze (UC, Irvine) ; Liu, Yinrui (Chicago U.) ; Lockwitz, Sarah (Fermilab) ; Loew, Timothy (LBL, Berkeley) ; Lokajicek, Milos (Prague, Inst. Phys.) ; Lomidze, Irakli (GTU, Tbilisi) ; Long, Ken (Imperial Coll., London) ; Lord, Tom (Warwick U.) ; LoSecco, John M. (Notre Dame U.) ; Louis, William (Los Alamos) ; Lu, Xianguo (Warwick U.) ; Luk, Kam-Biu (UC, Berkeley ; LBL, Berkeley) ; Lunday, Benjamin (Pennsylvania U.) ; Luo, Xiao (UC, Santa Barbara) ; Luppi, Eleonora (INFN, Ferrara ; Ferrara U.) ; Lux, Thorsten (Barcelona, IFAE) ; Luzio, Vitor (ABC Federal U.) ; Maalmi, Jihane (IJCLab, Orsay) ; MacFarlane, David (SLAC) ; Machado, Ana Amelia (U. Campinas) ; Machado, Pedro (Fermilab) ; Macias, Christopher Thomas (Indiana U.) ; Macier, Jolie R. (Fermilab) ; MacMahon, Margot (University Coll. London) ; Maddalena, Antonello (Gran Sasso) ; Madera, Alfonso (CERN) ; Madigan, Peter (UC, Berkeley ; LBL, Berkeley) ; Magill, Steve (Argonne) ; Mahn, Kendall (Michigan State U.) ; Maio, Amélia (LIP, Lisbon) ; Major, Adryanna (Duke U.) ; Majumdar, Krishanu (Liverpool U.) ; Maloney, James (Dakota State U.) ; Man, Matthew (Toronto U.) ; Mandrioli, Gianni (INFN, Bologna) ; Mandujano, Roberto (UC, Irvine) ; Maneira, José (LIP, Lisbon) ; Manenti, Laura (University Coll. London) ; Manly, Steve (Rochester U.) ; Mann, Anthony (Tufts U.) ; Manolopoulos, Konstantinos (Rutherford) ; Manrique Plata, Maria (Indiana U.) ; Manyam, Venkata (Brookhaven) ; Marchan, Miquel (Fermilab) ; Marchionni, Alberto (Fermilab) ; Marciano, William (Brookhaven) ; Marfatia, Danny (Hawaii U.) ; Mariani, Camillo (Virginia Tech.) ; Maricic, Jelena (Hawaii U.) ; Marinho, Franciole (Sao Paulo State U.) ; Marino, Alysia (Colorado U.) ; Markiewicz, Thomas (SLAC) ; Marsden, David (Manchester U.) ; Marshak, Marvin (Minnesota U.) ; Marshall, Chris (Rochester U.) ; Marshall, John (Warwick U.) ; Marteau, Jacques (IP2I, Lyon) ; Martín-Albo, Justo (Valencia U., IFIC) ; Martinez, Norman (Kansas State U.) ; Martinez Caicedo, David (South Dakota Sch. Mines Tech.) ; Martínez López, Francisco (Queen Mary, U. of London) ; Martínez Miravé, Pablo (Valencia U., IFIC) ; Martynenko, Sergey (Brookhaven) ; Mascagna, Valerio (INFN, Milan Bicocca) ; Mason, Katie (Tufts U.) ; Mastbaum, Andrew (Rutgers U., Piscataway) ; Matichard, Fabrice (LBL, Berkeley) ; Matsuno, Shigenobu (Hawaii U.) ; Matthews, James (Louisiana State U.) ; Mauger, Christopher (Pennsylvania U.) ; Mauri, Nicoletta (INFN, Bologna) ; Mavrokoridis, Konstantinos (Liverpool U.) ; Mawby, Isobel (Warwick U.) ; Mazza, Roberto (INFN, Milan Bicocca) ; Mazzacane, Anna (Fermilab) ; McAskill, Tracy (Wellesley Coll.) ; McCluskey, Elaine (Fermilab) ; McConkey, Nicola (University Coll. London) ; McFarland, Kevin (Rochester U.) ; McGrew, Clark (SUNY, Stony Brook) ; McNab, Andrew (Manchester U.) ; Mefodiev, Alexander (Moscow, INR) ; Mehta, Poonam (Nehru U.) ; Melas, Pantelis (Athens U.) ; Mena, Olga (Valencia U., IFIC) ; Mendez, Hector (Puerto Rico U., Mayaguez) ; Mendez, Patricia (CERN) ; Méndez, Diana (Brookhaven) ; Menegolli, A. (Pavia U.) ; Meng, Guang (INFN, Padua) ; Messier, Mark (Indiana U.) ; Metcalf, William (Louisiana State U.) ; Mewes, Matthew (Indiana U.) ; Meyer, Holger (Wichita State U.) ; Miao, Ting (Fermilab) ; Michna, Gregory (South Dakota State U.) ; Mikola, Veera (University Coll. London) ; Milincic, Radovan (Hawaii U.) ; Miller, Graham (Manchester U.) ; Miller, William (Minnesota U.) ; Mills, Joshua (Tufts U.) ; Mineev, Oleg (Moscow, INR) ; Minotti, Alessandro (INFN, Milan Bicocca) ; Miranda, Omar (CINVESTAV, IPN) ; Miryala, Sandeep (Brookhaven) ; Miscetti, Stefano (Frascati) ; Mishra, C. Shekhar (Fermilab) ; Mishra, Sanjib R. (South Carolina U.) ; Mislivec, Aaron (Minnesota U.) ; Mitchell, Mote (Louisiana State U.) ; Mladenov, Dimitar (CERN) ; Mocioiu, Irina (Penn State U.) ; Moffat, Kristian (Durham U.) ; Mogan, Andrew (Colorado State U.) ; Moggi, Niccolo (INFN, Bologna) ; Mohanta, Rukmani (Hyderabad U.) ; Mohayai, Tanaz (Fermilab) ; Mokhov, Nikolai (Fermilab) ; Molina, Jorge (Asuncion Natl. U.) ; Molina Bueno, Laura (Valencia U., IFIC) ; Montagna, Elisabetta (INFN, Bologna) ; Montanari, Alessandro (INFN, Bologna) ; Montanari, Claudio (Pavia U. ; Fermilab) ; Montanari, David (Fermilab) ; Montanino, Daniele (INFN, Lecce ; Salento U.) ; Montaño Zetina, Luis (CINVESTAV, IPN) ; Moon, Seok Ho (UNIST, Ulsan) ; Mooney, Michael (Colorado State U.) ; Moor, Alexandra (Cambridge U.) ; Moreno, Deywis (Antonio Narino U.) ; Morescalchi, Luca (INFN, Pisa) ; Moretti, Davide (INFN, Milan Bicocca) ; Morris, Casandra (Houston U.) ; Mossey, Chris (Fermilab) ; Mitchell Mote (Louisiana State U.) ; Motuk, Erdem (University Coll. London) ; Moura, Célio (ABC Federal U.) ; Mousseau, Joel (Michigan U.) ; Mouster, Gwenn (Lancaster U.) ; Mu, Wei (Fermilab) ; Mualem, Leon (Caltech) ; Mueller, Justin (Colorado State U.) ; Muether, Mathew (Wichita State U.) ; Muheim, Franz (Edinburgh U.) ; Muir, Alan (Daresbury) ; Mulhearn, Mike (UC, Davis) ; Munford, Donnie (Houston U.) ; Munteanu, Laura (CERN) ; Muramatsu, Hajime (Minnesota U.) ; Muraz, Jean-Francois (Annecy, LAPP) ; Murphy, Matt (Virginia Tech.) ; Murphy, Sebastien (Zurich, ETH) ; Musser, Jim (Indiana U.) ; Nachtman, Jane (Iowa U.) ; Nagai, Yoshikazu (Eotvos U.) ; Nagu, Srishti (Lucknow U.) ; Nalbandyan, Mikayel (ITPM, Yerevan) ; Nandakumar, Raja (Rutherford) ; Naples, Donna (Pittsburgh U.) ; Narita, Shinya (Iwate U.) ; Nath, Atanu (Indian Inst. Tech., Guwahati) ; Navrer-Agasson, Anyssa (Manchester U.) ; Nayak, Nitish (Brookhaven) ; Nebot-Guinot, Miquel (Edinburgh U.) ; Negishi, Kentaro (Iwate U.) ; Nelson, Jeff (William-Mary Coll.) ; Nelson, Matthew (Iowa U.) ; Nesbit, Jake (Wisconsin U., Madison) ; Nessi, Marzio (Fermilab ; CERN) ; Newbold, David (Rutherford) ; Newcomer, Mitch (Pennsylvania U.) ; Newton, Hannah (Daresbury) ; Nichol, Ryan (University Coll. London) ; Nicolas-Arnaldos, Francisco (Granada U.) ; Nikolica, Adrian (Pennsylvania U.) ; Nikolov, Jovana (Novi Sad U.) ; Niner, Evan (Fermilab) ; Nishimura, Kurtis (Hawaii U.) ; Norman, Andrew (Fermilab) ; Norrick, Anne (Fermilab) ; Novella, Pau (Valencia U., IFIC) ; Nowak, Jaroslaw (Lancaster U.) ; Oberling, Michael (Argonne) ; Ochoa-Ricoux, Juan Pedro (UC, Irvine) ; Olivier, Andrew (Rochester U.) ; Olshevskiy, Alexander (Dubna, JINR) ; Onel, Yasar (Iowa U.) ; Onishchuk, Yuriy (Taras Shevchenko U.) ; Ott, Jordan (UC, Irvine) ; Pagani, Luca (UC, Davis) ; Palacio, Guillermo (Escuela de Ingenieria de Antioquia) ; Palamara, Ornella (Fermilab) ; Palestini, Sandro (CERN) ; Paley, Jonathan (Fermilab) ; Pallavicini, Marco (INFN, Genoa ; Genoa U.) ; Palomares, Carmen (Madrid, CIEMAT) ; Pan, Supriya (Ahmedabad, Phys. Res. Lab) ; Panduro Vazquez, William (Royal Holloway, U. of London) ; Pantic, Emilija (UC, Davis) ; Paolone, Vittorio (Pittsburgh U.) ; Papadimitriou, Vaia (Fermilab) ; Papaleo, Riccardo (INFN, LNS) ; Papanestis, Antonis (Rutherford) ; Paramesvaran, Sudarshan (Bristol U.) ; Parke, Stephen (Fermilab) ; Parozzi, Elisabetta (INFN, Milan Bicocca) ; Parsa, Saba (Bern U.) ; Parsa, Zohreh (Brookhaven) ; Parveen, Sabila (Nehru U.) ; Parvu, Mihaela (Bucharest U.) ; Pasciuto, Daniele (INFN, Pisa) ; Pascoli, Silvia (Durham U.) ; Pasqualini, Laura (INFN, Bologna) ; Pasternak, Jaroslaw (Imperial Coll., London) ; Pater, Joleen (Manchester U.) ; Patrick, Cheryl (Edinburgh U. ; University Coll. London) ; Patrizii, Laura (INFN, Bologna) ; Patterson, Ryan (Caltech) ; Patton, Simon John (LBL, Berkeley) ; Patzak, Thomas (APC, Paris) ; Paudel, Ajib (Fermilab) ; Paulucci, Laura (ABC Federal U.) ; Pavlovic, Zarko (Fermilab) ; Pawloski, Greg (Minnesota U.) ; Payne, David (Liverpool U.) ; Pec, Viktor (Prague, Inst. Phys.) ; Peeters, S.J.M. (Sussex U.) ; Pena Perez, Aldo (SLAC) ; Pennacchio, Elisabetta (IP2I, Lyon) ; Penzo, Aldo (Iowa U.) ; Peres, Orlando (U. Campinas) ; Perez Gonzalez, Yuber Ferney (Durham U.) ; Pérez-Molina, Laura (Madrid, CIEMAT) ; Pernas, Carlos (William-Mary Coll.) ; Perry, James (Edinburgh U.) ; Pershey, Daniel (Duke U.) ; Pessina, Gianluigi (INFN, Milan Bicocca) ; Petrillo, Gianluca (SLAC) ; Petta, Catia (INFN, Catania) ; Petti, Roberto (South Carolina U.) ; Valerio Pia (INFN, Bologna) ; Piastra, Francesco (Bern U.) ; Pickering, Luke (Royal Holloway, U. of London) ; Pietropaolo, Francesco (CERN ; INFN, Padua) ; Pimentel, Vinicius (U. Campinas) ; Pinaroli, Giovanni (Brookhaven) ; Plows, Komninos-John (Oxford U.) ; Plunkett, Robert (Fermilab) ; Pollman, Tina (Nikhef, Amsterdam) ; Pompa, Federica (Valencia U., IFIC) ; Pons, Xavier (CERN) ; Poonthottathil, Navaneeth (Iowa State U.) ; Poppi, Francesco (INFN, Bologna) ; Pordes, Stephen (Fermilab) ; Porter, Joshua (Sussex U.) ; Potekhin, Maxim (Brookhaven) ; Potenza, Renato (INFN, Catania) ; Potukuchi, B.V.K.S. (Jammu U.) ; Pozimski, Juergen (Imperial Coll., London) ; Pozzato, Michele (INFN, Bologna) ; Prakash, Suprabh (U. Campinas) ; Prakash, Tarun (LBL, Berkeley) ; Pratt, Christian (UC, Davis) ; Prest, Michela (INFN, Milan Bicocca) ; Psihas, Fernanda (Fermilab) ; Pugnere, Denis (IP2I, Lyon) ; Qian, Xin (Brookhaven) ; Raaf, Jennifer L. (Fermilab) ; Radeka, Veljko (Brookhaven) ; Rademacker, Jonas (Bristol U.) ; Radev, Radi (CERN) ; Radics, Balint (York U., Canada) ; Rafique, Aleena (Argonne) ; Raguzin, Eric (Brookhaven) ; Rai, Mousam (Warwick U.) ; Rajaoalisoa, Miriama (Cincinnati U.) ; Rakhno, Igor (Fermilab) ; Rakotonandrasana, Andrianjafy Michaël (Antananarivo U.) ; Rakotondravohitra, Laza (Antananarivo U.) ; Rameika, Regina (Fermilab) ; Ramirez Delgado, Manuel Alejandro (Pennsylvania U.) ; Ramson, Bryan (Fermilab) ; Rappoldi, A. (Pavia U.) ; Raselli, G.L. (Pavia U.) ; Ratoff, Peter (Lancaster U.) ; Raut, Sanil (SUNY, Stony Brook) ; Razafinime, Herilala (Cincinnati U.) ; Razakamiandra, Rado Fanantenana (Antananarivo U.) ; Rea, Eran (Minnesota U.) ; Real, Jean-Sebastien (LPSC, Grenoble) ; Rebel, Brian (Wisconsin U., Madison ; Fermilab) ; Rechenmacher, Ronald (Fermilab) ; Reggiani-Guzzo, Marina (Manchester U.) ; Reichenbacher, Juergen (South Dakota Sch. Mines Tech.) ; Reitzner, S.D. (Fermilab) ; Rejeb Sfar, Haifa (CERN) ; Renshaw, Andrew (Houston U.) ; Rescia, Sergio (Brookhaven) ; Resnati, Filippo (CERN) ; Ribas, Marlos (Tech. Fed. Parana U.) ; Riboldi, Stefano (INFN, Milan) ; Riccio, Ciro (SUNY, Stony Brook) ; Riccobene, Giorgio (INFN, LNS) ; Rice, L.C.J. (Pittsburgh U.) ; Ricol, Jean-Stephane (LPSC, Grenoble) ; Rigamonti, Alberto (CERN) ; Rigaut, Yann-Axel (Zurich, ETH) ; Rincón, Edgar (Escuela de Ingenieria de Antioquia) ; Ritchie-Yates, Asher (Royal Holloway, U. of London) ; Rivera, David (Los Alamos) ; Rivera, Ryan (Fermilab) ; Robert, Arnaud (LPSC, Grenoble) ; Rocabado Rocha, Jose Luis (Valencia U., IFIC) ; Rochester, Leon (SLAC) ; Roda, Marco (Liverpool U.) ; Rodrigues, Philip (Oxford U.) ; Rodriguez Alonso, Manuel (CERN) ; Rodriguez Rondon, Jairo (South Dakota Sch. Mines Tech.) ; Romeo, Emanuele (INFN, Naples) ; Rosauro-Alcaraz, Salvador (IJCLab, Orsay) ; Rosier, Philippe (IJCLab, Orsay) ; Rossella, Massimo (Pavia U.) ; Rossi, Marco (CERN) ; Ross-Lonergan, Mark (Los Alamos) ; Rout, Jogesh (Nehru U.) ; Roy, Palash (Wichita State U.) ; Rubbia, Andre (Zurich, ETH) ; Rubbia, Carlo (GSSI, Aquila) ; Ruiz Ferreira, Guilherme (Manchester U.) ; Russell, Brooke (LBL, Berkeley) ; Ruterbories, Daniel (Rochester U.) ; Rybnikov, Arseniy (Dubna, JINR) ; Saa-Hernandez, Angela (Santiago de Compostela U., IGFAE) ; Saakyan, Ruben (University Coll. London) ; Sacerdoti, Sabrina (APC, Paris) ; Sahu, Narendra (Indian Inst. Tech., Hyderabad) ; Sala, Paola (INFN, Milan ; CERN) ; Samios, Nicholas (Brookhaven) ; Samoylov, Oleg (Dubna, JINR) ; Sanchez, Mayly (Florida State U.) ; Sandberg, Vern (Los Alamos) ; Sanders, David (Mississippi U.) ; Sankey, David (Rutherford) ; Santoro, Danilo (INFN, Milan) ; Saoulidou, Niki (Athens U.) ; Sapienza, Piera (INFN, LNS) ; Sarasty, Carlos (Cincinnati U.) ; Sarcevic, Ina (Arizona U.) ; Sarra, Ivano (Frascati) ; Savage, Geoffrey (Fermilab) ; Savinov, Vladimir (Pittsburgh U.) ; Scanavini, Giacomo (Yale U.) ; Scaramelli, Alberto (Pavia U.) ; Scarff, Andrew (Sheffield U.) ; Scarpelli, Andrea (Brookhaven) ; Schefke, Tristan (Louisiana State U.) ; Schellman, Heidi (Oregon State U. ; Fermilab) ; Schifano, Sebastiano (INFN, Ferrara ; Ferrara U.) ; Schlabach, Philip (Fermilab) ; Schmitz, David (Chicago U.) ; Schneider, Austin (MIT) ; Scholberg, Kate (Duke U.) ; Schukraft, Anne (Fermilab) ; Segreto, Ettore (U. Campinas) ; Selyunin, Alexander (Dubna, JINR) ; Senise, Carlos, Jr. (Diadema, Sao Paulo Fed. U.) ; Sensenig, Jon (Pennsylvania U.) ; Sgalaberna, Davide (Zurich, ETH) ; Shaevitz, Michael H. (Columbia U.) ; Shafaq, Sheeba (Nehru U.) ; Shaker, Fady (York U., Canada) ; Shamma, Michael (UC, Riverside) ; Shanahan, Peter (Fermilab) ; Sharankova, Ralitsa (Tufts U.) ; Sharma, Hans (Jammu U.) ; Kumar, R. (Punjab Agric. U., Ludhiana) ; Sharma, Rahul (Brookhaven) ; Sharma, Rajeev (Punjab Agric. U., Ludhiana) ; Shaw, Kate (Sussex U.) ; Shaw, Terri (Fermilab) ; Shchablo, Konstantin (IP2I, Lyon) ; Shepherd-Themistocleous, Claire (Rutherford) ; Sheshukov, Andrey (Dubna, JINR) ; Shi, Wei (SUNY, Stony Brook) ; Shin, Seodong (Jeonbuk Natl. U.) ; Shoemaker, Ian (Virginia Tech.) ; Shooltz, Dean (Michigan State U.) ; Shrock, Robert (SUNY, Stony Brook) ; Silber, Joseph (LBL, Berkeley) ; Simard, Laurent (IJCLab, Orsay) ; Sinclair, James (SLAC) ; Sinev, Gleb (South Dakota Sch. Mines Tech.) ; Singh, Jaydip (Lucknow U.) ; Singh, Jyotsna (Lucknow U.) ; Singh, Lakwinder (Banaras Hindu U.) ; Singh, Prabhjot (Queen Mary, U. of London) ; Singh, Venktesh (Banaras Hindu U.) ; Singh Chauhan, Sushil (Panjab U.) ; Sipos, Roland (CERN) ; Sirri, Gabriele (INFN, Bologna) ; Sitraka, Andriaseta (South Dakota Sch. Mines Tech.) ; Siyeon, Kim (Chung-Ang U.) ; Skarpaas, Knut (SLAC) ; Smith, Erica (Indiana U.) ; Smith, Paul (Indiana U.) ; Smolik, Jan (CTU, Prague) ; Smy, Michael (UC, Irvine) ; Snider, E.L. (Fermilab) ; Snopok, Pavel (IIT, Chicago) ; Snowden-Ifft, Daniel (Occidental Coll.) ; Soares Nunes, Mônica (Syracuse U.) ; Sobel, Henry (UC, Irvine) ; Soderberg, Mitch (Syracuse U.) ; Sokolov, Sergei (Dubna, JINR) ; Solano Salinas, Carlos (UNI, Lima) ; Söldner-Rembold, Stefan (Manchester U.) ; Soleti, Stefano Roberto (LBL, Berkeley) ; Solomey, Nicholas (Wichita State U.) ; Solovov, Vladimir (LIP, Lisbon) ; Sondheim, Walter (Los Alamos) ; Sorel, Michel (Valencia U., IFIC) ; Sotnikov, Albert (Dubna, JINR) ; Soto-Oton, Jose (Madrid, CIEMAT) ; Sousa, Alexandre (Cincinnati U.) ; Soustruznik, Karel (Charles U.) ; Spagliardi, Fabio (Oxford U.) ; Spanu, Maura (INFN, Milan Bicocca) ; Spitz, Joshua (Michigan U.) ; Spooner, N.J.C. (Sheffield U.) ; Spurgeon, Kyle (Syracuse U.) ; Stalder, Deigo (Asuncion Natl. U.) ; Stancari, Michelle (Fermilab) ; Stanco, Luca (INFN, Padua ; Padua U.) ; Steenis, Jacob (UC, Davis) ; Stein, Raul (Bristol U.) ; Steiner, Herbert M. (LBL, Berkeley) ; Steklain Lisbôa, André (Tech. Fed. Parana U.) ; Stepanova, Anna (Dubna, JINR) ; Stewart, James (Brookhaven) ; Stillwell, Ben (Chicago U.) ; Stock, Jason (South Dakota Sch. Mines Tech.) ; Stocker, Francesca (CERN) ; Stokes, Tyler (Louisiana State U.) ; Strait, Matthew (Minnesota U.) ; Strauss, Thomas (Fermilab) ; Strigari, Louis (Texas A-M) ; Stuart, Alexander (Colima U.) ; Suarez, Juan (Escuela de Ingenieria de Antioquia) ; Subash, Joeal (Birmingham U.) ; Surdo, Antonio (INFN, Lecce) ; Susic, Vasja (Basel U.) ; Suter, Louise (Fermilab) ; Sutera, Concetta Maria (INFN, Catania) ; Sutton, Kathryn (Caltech) ; Suvorov, Yury (INFN, Naples ; Naples U.) ; Svoboda, Robert (UC, Davis) ; Swain, Sanjay (Bhubaneswar, NISER) ; Szczerbinska, Barbara (Texas A-M, Corpus Christi) ; Szelc, Andrzej (Edinburgh U.) ; Taffara, Alessandra (INFN, Pisa) ; Talukdar, Nibir (South Carolina U.) ; Tamara, Jose (Antonio Narino U.) ; Tanaka, Hirohisa (SLAC) ; Tang, Shaochun (Brookhaven) ; Taniuchi, Natsumi (Cambridge U.) ; Tapia Oregui, Beatriz (Texas U.) ; Tapper, Alexander (Imperial Coll., London) ; Tariq, Salman (Fermilab) ; Tarpara, Eaglekumar (Brookhaven) ; Tata, Neeraj (Harvard U.) ; Tatar, E. (Idaho State U.) ; Tayloe, Rex (Indiana U.) ; Teklu, Abraham Meles (SUNY, Stony Brook) ; Tennessen, Peter (LBL, Berkeley) ; Tenti, Matteo (INFN, Bologna) ; Terao, Kazuhiro (SLAC) ; Terranova, Francesco (INFN, Milan Bicocca) ; Testera, Gemma (INFN, Genoa) ; Thakore, Tarak (Cincinnati U.) ; Thea, Alessandro (Rutherford) ; Thompson, Adrian (Texas A-M) ; Thorn, Craig (Brookhaven) ; Timm, Steven C. (Fermilab) ; Tishchenko, Vladimir (Brookhaven) ; Todorović, Nataša (Novi Sad U.) ; Tomassetti, Luca (INFN, Ferrara ; Ferrara U.) ; Tonazzo, Alessandra (APC, Paris) ; Torbunov, Dmitri (Brookhaven) ; Torti, Marta (INFN, Milan Bicocca) ; Tortola, Mariam (Valencia U., IFIC) ; Tortorici, Francesco (INFN, Catania) ; Tosi, Nicolo (INFN, Bologna) ; Totani, Dante (UC, Santa Barbara) ; Toups, Matthew (Fermilab) ; Touramanis, Christos (Liverpool U.) ; Travaglini, Riccardo (INFN, Bologna) ; Trevor, Jason (Caltech) ; Trilov, Stoyan (Bristol U.) ; Trzaska, Wladyslaw (Jyvaskyla U.) ; Tsai, Yu-Dai (UC, Irvine) ; Tsai, Yun-Tse (SLAC) ; Tsamalaidze, Zviadi (GTU, Tbilisi) ; Tsang, Ka Vang (SLAC) ; Tsverava, Nikolozi (GTU, Tbilisi) ; Tu, Shuang (Jackson State U.) ; Tufanli, Serhan (CERN) ; Tull, Craig (LBL, Berkeley) ; Turner, Jessica (Durham U.) ; Tuzi, Mirald (Valencia U., IFIC) ; Tyler, Jennifer (Kansas State U.) ; Tyley, E. (Sheffield U.) ; Tzanov, Martin (Louisiana State U.) ; Uboldi, Lorenzo (CERN) ; Uchida, Melissa (Cambridge U.) ; Urheim, Jon (Indiana U.) ; Usher, Tracy (SLAC) ; Utaegbulam, Hilary (Syracuse U.) ; Uzunyan, Sergey (Northern Illinois U.) ; Vagins, Mark (Tokyo U., IPMU ; UC, Irvine) ; Vahle, Patricia (William-Mary Coll.) ; Valder, Sammy (Sussex U.) ; Valdiviesso, Gustavo (U. Fed. Alfenas) ; Valencia, Edgar (Guanajuato U.) ; Valentim, Rodolfo (Diadema, Sao Paulo Fed. U.) ; Vallari, Zoya (Caltech) ; Vallazza, Erik (INFN, Milan Bicocca) ; Valle, J.W.F. (Valencia U., IFIC) ; Vallecorsa, Sofia (CERN) ; Van Berg, Rick (Pennsylvania U.) ; Van de Water, Richard (Los Alamos) ; Vanegas Forero, David (Medellin U.) ; Vannerom, David (MIT) ; Varanini, Filippo (INFN, Padua) ; Vargas Oliva, Danaisis (Toronto U.) ; Varner, Gary (Hawaii U.) ; Vasina, Svetlana (Dubna, JINR) ; Vaughan, Noah (Oregon State U.) ; Vaziri, Kamran (Fermilab) ; Vega, Juan (IGP, Peru) ; Ventura, Sandro (INFN, Padua) ; Verdugo, Antonio (Madrid, CIEMAT) ; Vergani, Stefano (Cambridge U.) ; Vermeulen, Milo (Nikhef, Amsterdam) ; Verzocchi, Marco (Fermilab) ; Vicenzi, Matteo (INFN, Genoa ; Genoa U.) ; Vieira de Souza, Henrique (APC, Paris) ; Vignoli, Chiara (Gran Sasso) ; Vilela, Cristovao (CERN) ; Viren, Brett (Brookhaven) ; Vizcaya-Hernandez, Ana (Colorado State U.) ; Vrba, Tomas (CTU, Prague) ; Vuong, Quynh (Rochester U.) ; Wachala, Tomasz (Cracow, INP) ; Waldron, Abigail (Queen Mary, U. of London) ; Wallbank, Michael (Cincinnati U.) ; Walton, Tammy (Fermilab) ; Wang, Hanguo (UCLA) ; Wang, Jingbo (South Dakota Sch. Mines Tech.) ; Wang, Li (LBL, Berkeley) ; Wang, M.H.L.S. (Fermilab) ; Wang, Xiaoran (Fermilab) ; Wang, Yi (UCLA) ; Wang, Yue (SUNY, Stony Brook) ; Warburton, Karl (Iowa State U.) ; Warner, David (Colorado State U.) ; Wascko, Morgan (Imperial Coll., London) ; Waters, David (University Coll. London) ; Watson, Alan (Birmingham U.) ; Wawrowska, Klaudia (Rutherford ; Sussex U.) ; Weatherly, Pierce (Drexel U.) ; Weber, Alfons (Mainz U. ; Fermilab) ; Weber, Michele (Bern U.) ; Wei, Hanyu (Louisiana State U.) ; Weinstein, Amanda (Iowa State U.) ; Wenman, Dan (Wisconsin U., Madison) ; Wetstein, Matthew (Iowa State U.) ; Whilhelmi, James (Yale U.) ; White, Andy (Texas U., Arlington) ; White, Angela (Yale U.) ; Whitehead, Leigh (Cambridge U.) ; Whittington, Denver (Syracuse U.) ; Wilking, Michael (SUNY, Stony Brook) ; Wilkinson, Alexander (University Coll. London) ; Wilkinson, Callum (LBL, Berkeley) ; Williams, Zachary (Texas U., Arlington) ; Wilson, Fergus (Rutherford) ; Wilson, Robert (Colorado State U.) ; Wisniewski, William (SLAC) ; Wolcott, Jeremy (Tufts U.) ; Wolfs, Jean (Rochester U.) ; Wongjirad, Taritree (Tufts U.) ; Wood, Anthony (Houston U.) ; Wood, Kevin (LBL, Berkeley) ; Worcester, Elizabeth (Brookhaven) ; Worcester, Matthew (Brookhaven) ; Wospakrik, Marianette (Fermilab) ; Wresilo, Karolina (Cambridge U.) ; Wret, Clarence (Rochester U.) ; Wu, Shaowei (Minnesota U.) ; Wu, Wanwei (Fermilab) ; Wu, Wenjie (UC, Irvine) ; Wurm, Michael (Mainz U.) ; Wyenberg, Jason (Dordt Coll.) ; Xiao, Yiwen (UC, Irvine) ; Xiotidis, Ioannis (Imperial Coll., London) ; Yaeggy, Barbara (Cincinnati U.) ; Yahlali, Nadia (Valencia U., IFIC) ; Yandel, Erin (UC, Santa Barbara) ; Yang, Guang (SUNY, Stony Brook) ; Yang, Kang (Oxford U.) ; Yang, Tingjun (Fermilab) ; Yankelevich, Alejandro (UC, Irvine) ; Yershov, Nikolai (Moscow, INR) ; Yonehara, Katsuya (Fermilab) ; Yoon, Young Soo (Chung-Ang U.) ; Young, Tim (North Dakota U.) ; Yu, Bo (Brookhaven) ; Yu, Haiwang (Brookhaven) ; Yu, Hongzhao (SYSU, Guangzhou) ; Yu, Jae (Texas U., Arlington) ; Yu, Yiding (IIT, Chicago) ; Yuan, Wenlong (Edinburgh U.) ; Zaki, Rowan (York U., Canada) ; Zalesak, Jaroslav (Prague, Inst. Phys.) ; Zambelli, Laura (Annecy, LAPP) ; Zamorano, Bruno (Granada U.) ; Zani, Andrea (INFN, Milan) ; Zazueta, Luis (William-Mary Coll.) ; Zeller, Geralyn (Fermilab) ; Zennamo, Joseph (Fermilab) ; Zeug, Kyle (Wisconsin U., Madison) ; Zhang, Chao (Brookhaven) ; Zhang, Shuaixiang (Indiana U.) ; Zhang, Yuze (Pittsburgh U.) ; Zhao, Manhong (Brookhaven) ; Zhivun, Elena (Brookhaven) ; Zimmerman, Eric (Colorado U.) ; Zucchelli, Stefano (INFN, Bologna) ; Zuklin, Josef (Prague, Inst. Phys.) ; Zutshi, Vishnu (Northern Illinois U.) ; Zwaska, Robert (Fermilab) |
Publication | 2023-04-26 |
Imprint | 2022-12-19 |
Number of pages | 26 |
Note | 26 pages, 15 figures |
In: | JINST 18 (2023) P04034 |
DOI | 10.1088/1748-0221/18/04/P04034 |
Subject category | physics.ins-det ; Detectors and Experimental Techniques ; physics.comp-ph ; Other Fields of Physics |
Accelerator/Facility, Experiment | DUNE |
Abstract | The rapid development of general-purpose computing on graphics processing units (GPGPU) is allowing the implementation of highly-parallelized Monte Carlo simulation chains for particle physics experiments. This technique is particularly suitable for the simulation of a pixelated charge readout for time projection chambers, given the large number of channels that this technology employs. Here we present the first implementation of a full microphysical simulator of a liquid argon time projection chamber (LArTPC) equipped with light readout and pixelated charge readout, developed for the DUNE Near Detector. The software is implemented with an end-to-end set of GPU-optimized algorithms. The algorithms have been written in Python and translated into CUDA kernels using Numba, a just-in-time compiler for a subset of Python and NumPy instructions. The GPU implementation achieves a speed up of four orders of magnitude compared with the equivalent CPU version. The simulation of the current induced on $10^3$ pixels takes around 1 ms on the GPU, compared with approximately 10 s on the CPU. The results of the simulation are compared against data from a pixel-readout LArTPC prototype. |
Copyright/License | preprint: (License: CC BY 4.0) publication: © 2023-2024 CERN (License: CC-BY-4.0) |