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Article
Report number arXiv:2203.17053 ; FERMILAB-PUB-22-240-AD-ESH-LBNF-ND-SCD ; CERN-EP-2022-077
Title Separation of track- and shower-like energy deposits in ProtoDUNE-SP using a convolutional neural network
Related titleSeparation of track-- and shower--like energy deposits in ProtoDUNE-SP using a convolutional neural network
Author(s)

Abed Abud, Adam (Liverpool U. ; 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.) ; Aduszkiewicz, Antoni (Houston U.) ; Aguilar, Jessica (LBL, Berkeley) ; Ahmad, Zubayer (Calcutta, VECC) ; Ahmed, Jhanzeb (Warwick U.) ; Aimard, Benjamin (Annecy, LAPP) ; Ali-Mohammadzadeh, Behnam (INFN, Catania) ; Alion, Tyler (Sussex U.) ; Allison, Kyle (Colorado U.) ; Alonso Monsalve, Saul (CERN ; Zurich, ETH) ; 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) ; Anderson, John (Argonne) ; Andreopoulos, Costas (Rutherford ; Liverpool U.) ; Andreotti, Mirco (INFN, Ferrara) ; Andrews, Michael P. (Fermilab) ; Andrianala, Fenompanirina (Antananarivo U.) ; Andringa, Sofia (LIP, Lisbon) ; Anfimov, Nikolay (Dubna, JINR) ; 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) ; Asquith, Lily (Sussex U.) ; Aurisano, Adam (Cincinnati U.) ; Aushev, Vladimir (Taras Shevchenko U.) ; Autiero, Dario (IP2I, Lyon) ; Ayala Lara, Victor (UNI, Lima) ; Ayala-Torres, Marco Alberto (CINVESTAV, IPN) ; Azfar, Farrukh (Oxford U.) ; Babicz, Marta (CERN) ; Back, Ashley (Indiana U.) ; Back, Henning (PNL, Richland) ; Back, John (Warwick U.) ; Backhouse, Chris (University Coll. London) ; Bagaturia, Iuri (GTU, Tbilisi) ; Bagby, Linda (Fermilab) ; Balashov, Nikita (Dubna, JINR) ; Balasubramanian, Supraja (Fermilab) ; Baldi, Pierre (UC, Irvine) ; Baller, Bruce (Fermilab) ; Bambah, Bindu (Hyderabad U.) ; Barao, Fernando (LIP, Lisbon) ; Barenboim, Gabriela (Valencia U., IFIC) ; Barker, Gary J. (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 (Manchester U.) ; Batchelor, Charlie (Edinburgh U.) ; Batista das Chagas, Ewerton (U. Campinas) ; Battat, James (Wellesley Coll.) ; Battisti, Federico (Oxford U.) ; Bay, Fatih (Akdeniz U.) ; Bazetto, Maria Cecilia (U. Campinas) ; Bazo Alba, José Luis (Lima, Pont. U. Catolica) ; Beacom, John (Ohio State U.) ; Bechetoille, Edouard (IP2I, Lyon) ; Behera, Biswaranjan (Colorado State U.) ; Beigbeder, Christophe (Orsay, LAL) ; Bellantoni, Leo (Fermilab) ; Bellettini, Giorgio (Pisa U.) ; Bellini, Vincenzo (INFN, Catania) ; Beltramello, Olga (CERN) ; Benekos, Nektarios (CERN) ; Benitez Montiel, Carlos (Asuncion Natl. U.) ; Bento Neves, Francisco (LIP, Lisbon) ; Berger, Joshua (Colorado State U.) ; Berkman, Sophie (Fermilab) ; Bernardini, Paolo (Salento U.) ; Berner, Roman (Bern U.) ; Bersani, Andrea (INFNGenova) ; 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, Thiago (Sussex U.) ; Bhardwaj, Akhil (Louisiana State U.) ; Bhatnagar, Vipin (Panjab U.) ; Bhattacharjee, Maharnab (Indian Inst. Tech., Guwahati) ; 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) ; Bitadze, Alexander (Manchester U.) ; Blake, Andrew (Lancaster U.) ; Blaszczyk, Flor de Maria (Fermilab) ; Blazey, Gerald C. (Northern Illinois 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) ; Bongrand, Mathieu (Orsay, LAL) ; 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 (Notre Dame U.) ; Bour, Petr (CTU, Prague) ; Bourgeois, Christian (Orsay, LAL) ; 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) ; Bremer, Johan (CERN) ; Breton, Dominique (Orsay, LAL) ; 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.) ; Butorov, Ilia (Dubna, JINR) ; Cagnoli, Irene (INFN, Bologna) ; Cai, Tejin (York U., Canada) ; Caiulo, Davide (IP2I, Lyon) ; Calabrese, Roberto (INFN, Ferrara) ; Calafiura, Paolo (LBL, Berkeley) ; Calcutt, Jacob (Oregon State U.) ; Calin, Marius (Bucharest U.) ; Calvez, Steven (Colorado State U.) ; Calvo, Enrique (Madrid, CIEMAT) ; Caminata, Alessio (INFNGenova) ; Campanelli, Mario (University Coll. London) ; Caratelli, David (Fermilab) ; Carber, Daniel (Colorado State U.) ; Carceller, Juan Miguel (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) ; Carroll, Thomas (Wisconsin U., Madison) ; Castaño Forero, Javier (Antonio Narino U.) ; Castillo, Andrés (U. Sergio Arboleda, Bogota) ; Castromonte, Cesar (UNI, Lima) ; Catano-Mur, Erika (William-Mary Coll.) ; Cattadori, Carla (INFN, Milan Bicocca) ; Cavalier, Fabien (Orsay, LAL) ; 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) ; Chalifour, Michel (CERN) ; Chappell, Andrew (Warwick U.) ; Chardonnet, Etienne (APC, Paris) ; Charitonidis, Nikolas (CERN) ; Chatterjee, Animesh (Pittsburgh U.) ; Chattopadhyay, Subhasish (Calcutta, VECC) ; Chavarry Neyra, Michael Steve (UNI, Lima) ; Chen, Hucheng (Brookhaven) ; Chen, Mu-Chun (UC, Irvine) ; Chen, Yifan (Bern U.) ; 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.) ; Chisnall, Georgia (Sussex U.) ; Cho, Kihyeon (KISTI, Daejeon) ; Choate, Sarah (Northern Illinois U.) ; Chokheli, David (GTU, Tbilisi) ; Chong, Pooi (Pennsylvania U.) ; 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) ; Clarke, Peter (Edinburgh U.) ; Cline, Gordon (LBL, Berkeley) ; Coan, Thomas (Southern Methodist U.) ; Cocco, Alfredo (INFN, Naples) ; Coelho, Joao (APC, Paris) ; Colton, Nicole (Colorado State U.) ; Conley, Erin (Duke U.) ; Conley, Robert (SLAC) ; Conrad, Janet M. (MIT) ; Convery, Mark (SLAC) ; Copello, Simone (INFNGenova) ; Cova, Paolo (INFN, Milan) ; Cremaldi, Lucien (Mississippi U.) ; Cremonesi, Linda (Queen Mary, U. of London) ; Crespo-Anadón, José (Madrid, CIEMAT) ; Crisler, Michael (Fermilab) ; Cristaldo, Esteban (Asuncion Natl. U.) ; Crnkovic, Jason (Mississippi U.) ; Cross, Ryan (Lancaster U.) ; Cudd, Andrew (Colorado U.) ; Cuesta, Clara (Madrid, CIEMAT) ; Cui, Yanou (UC, Riverside) ; Cussans, David (Bristol U.) ; Dalager, Olivia (UC, Irvine) ; da Motta, Helio (Rio de Janeiro, CBPF) ; 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 (INFNGenova) ; Dawson, Jaime (APC, Paris) ; De, Kaushik (Texas U., Arlington) ; De, Shruti (SUNY, Albany) ; 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 (Royal Holloway, U. of London) ; De Jong, Paul (Nikhef, Amsterdam) ; Delbart, Alain (Saclay) ; Delepine, David (Guanajuato U.) ; Delgado, Maritza (INFN, Milan Bicocca) ; Dell'Acqua, Andrea (CERN) ; Delmonte, Nicola (INFN, Milan) ; De Lurgio, Patrick (Argonne) ; de Mello Neto, Joao (Rio de Janeiro Federal U.) ; DeMuth, David (Valley City State U.) ; Dennis, Steve (Cambridge U.) ; Densham, Chris (Rutherford) ; Deptuch, Grzegorz (Brookhaven) ; De Roeck, Albert (CERN) ; De Romeri, Valentina (Valencia U., IFIC) ; de Souza, Greg (U. Campinas) ; Devi, Ritu (Jammu U.) ; Dharmapalan, Ranjan (Hawaii U.) ; Dias, Marco (Diadema, Sao Paulo Fed. U.) ; Diaz, Felix (Lima, Pont. U. Catolica) ; Diaz, Jorge S. (Indiana U.) ; Di Domizio, Sergio (INFNGenova) ; Di Giulio, Letizia (CERN) ; Ding, Pengfei (Fermilab) ; Di Noto, Lea (INFNGenova) ; Dirkx, Glenn (Imperial Coll., London) ; Distefano, Carla (INFN, LNS) ; Diurba, Richard (Minnesota U.) ; Diwan, Milind (Brookhaven) ; Djurcic, Zelimir (Argonne) ; Doering, Dionisio (SLAC) ; Dolan, Stephen (CERN) ; Dolek, Furkan (Beykent U.) ; Dolinski, Michelle J. (Drexel U.) ; Domine, Laura (SLAC) ; Donon, Yann (CERN) ; Douglas, Daniel (Michigan State U.) ; Douillet, Denis (Orsay, LAL) ; Dragone, Angelo (SLAC) ; Drake, Gary (Fermilab) ; Drielsma, Francois (SLAC) ; Duarte, Laura Cristina (Diadema, Sao Paulo Fed. U.) ; Duchesneau, Dominique (Annecy, LAPP) ; Duffy, Kirsty (Fermilab) ; 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.) ; Emery, Sandrine (Saclay) ; Englezos, Panagiotis (Rutgers U., Piscataway) ; Ereditato, Antonio (Yale U.) ; Erjavec, Tyler (UC, Davis) ; Escobar, Carlos O. (Fermilab) ; Eurin, Guillaume (Saclay) ; Evans, Justin (Manchester U.) ; Ewart, Erin (Indiana U.) ; Ezeribe, Anthony (Sheffield U.) ; Fahey, Kevin (Fermilab) ; 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.) ; Fernandez Menendez, Pablo (Valencia U., IFIC) ; Fernandez Morales, Miguel (Santiago de Compostela U., IGFAE) ; Ferraro, Federico (INFNGenova) ; Fields, Laura (Notre Dame U.) ; Filip, Peter (Prague, Inst. Phys.) ; Filthaut, Frank (Nikhef, Amsterdam) ; Fiorini, Massimiliano (INFN, Ferrara) ; Fischer, Vincent (Iowa State U.) ; Fitzpatrick, Rory (Michigan U.) ; Flanagan, Will (Dallas U.) ; Fleming, Bonnie (Yale U.) ; Flight, Robert (Rochester U.) ; Fogarty, Sam (Colorado State U.) ; Foreman, Will (IIT, Chicago) ; Fowler, Jack (Duke U.) ; Fox, Walt (Indiana U.) ; Franc, Jiri (CTU, Prague) ; Francis, Kurt (Northern Illinois U.) ; Franco, Domenico (Yale U.) ; Freeman, John (Fermilab) ; Freestone, Julian (Manchester U.) ; Fried, Jack (Brookhaven) ; Friedland, Alex (SLAC) ; Fuentes Robayo, Freddy (Bristol U.) ; 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 (Orsay, LAL) ; 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.) ; Gandrajula, Reddy (Michigan State U.) ; 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.) ; Gauvreau, Jean-Luc (Occidental Coll.) ; Ge, Guanqun (Columbia U.) ; Geffroy, Nicolas (Annecy, LAPP) ; Gelli, Bruno (U. Campinas) ; Gendotti, Adamo (Zurich, ETH) ; Gent, Stephen (South Dakota State U.) ; Ghorbani-Moghaddam, Zahra (INFNGenova) ; Giammaria, Paola (U. Campinas) ; Giammaria, Tommaso (INFN, Ferrara) ; Giangiacomi, Nico (Toronto U.) ; Gibin, Daniele (Padua U.) ; Gil-Botella, Ines (Madrid, CIEMAT) ; Gilligan, Sean (Oregon State U.) ; 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) ; Goudzovski, Evgueni (Birmingham U.) ; Grace, Carl (LBL, Berkeley) ; Gran, Rik (Minnesota U., Duluth) ; Granados, Everardo (Guanajuato U.) ; Granger, Pierre (Saclay) ; Grant, Alan (Daresbury) ; Grant, Christopher (Boston U.) ; Gratieri, Diego (Niteroi, Fluminense U.) ; Green, Patrick (Manchester U.) ; Greenler, Leland (Wisconsin U., Madison) ; Greer, Joel (Bristol U.) ; Grenard, Jean-Louis (CERN) ; Griffith, Clark (Sussex U.) ; Groh, Micah (Colorado State U.) ; Grudzinski, James (Argonne) ; Grzelak, Katarzyna (Warsaw U.) ; Gu, Wenqiang (Brookhaven) ; Guardincerri, Elena (Los Alamos) ; Guarino, Victor (Argonne) ; Guarise, Marco (INFN, Ferrara) ; Guenette, Roxanne (Harvard U.) ; Guerard, Eric (Orsay, LAL) ; Guerzoni, Marco (INFN, Bologna) ; Guffanti, Daniele (INFN, Milan) ; Guglielmi, Alberto (INFN, Padua) ; Guo, Bing (South Carolina U.) ; Gupta, Aseem (SLAC) ; Gupta, Vikas (Nikhef, Amsterdam) ; Guthikonda, K.K. (K L U.) ; Gutierrez, Rafael (Antonio Narino 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) ; Haenni, Roger (Bern 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.) ; 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, Johnny (Harvard U.) ; Hoff, James (Fermilab) ; Holin, Anna (Rutherford) ; Hoppe, Eric (PNL, Richland) ; Horton-Smith, Glenn (Kansas State U.) ; Hostert, Matheus (Minnesota U.) ; Hourlier, Adrien (MIT) ; Howard, Bruce (Fermilab) ; Howell, Ryan (Rochester U.) ; Hoyos, Jaime (Medellin U.) ; Hristova, Ivana (Rutherford) ; Hronek, Maxine (Fermilab) ; Huang, Junying (UC, Davis) ; 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.) ; 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. ; Iowa U.) ; Jesús-Valls, César (Barcelona, IFAE) ; Ji, Xiangpan (Brookhaven) ; Jiang, Libo (Virginia Tech.) ; Jiménez, Sergio (Madrid, CIEMAT) ; Jipa, Alexandru (Bucharest U.) ; Johnson, Randy (Cincinnati U.) ; Johnson, Walker (South Dakota Sch. Mines Tech.) ; Johnston, Nicholas (Indiana U.) ; Jones, Benjamin (Texas U., Arlington) ; Jones, Sebastian (University Coll. London) ; Judah, Matthew (Pittsburgh U.) ; Jung, Chang Kee (SUNY, Stony Brook) ; Junk, Thomas (Fermilab) ; Jwa, Yeon-jae (Columbia U.) ; Kabirnezhad, Monireh (Oxford U.) ; Kaboth, Asher (Royal Holloway, U. of London ; Rutherford) ; Kadenko, I. (Taras Shevchenko U.) ; Kakorin, Igor (Dubna, JINR) ; Kalitkina, Anastasia (Dubna, JINR) ; Kalra, Daisy (Columbia U.) ; Kamiya, Felipe (ABC Federal U.) ; Kaneshige, Nathaniel (UC, Santa Barbara) ; Kaplan, Daniel (IIT, Chicago) ; Karagiorgi, Georgia (Columbia U.) ; Karaman, Gurkan (Iowa U.) ; Karcher, Armin (LBL, Berkeley) ; Karolak, Mark (Saclay) ; Karyotakis, Yannis (Annecy, LAPP) ; Kasai, Seiji (Kure Tech. Coll.) ; Kasetti, Siva (Louisiana State U.) ; Kashur, Lane (Colorado State U.) ; Kazaryan, Narine (ITPM, Yerevan) ; Kearns, Edward (Boston U.) ; Keener, Paul (Pennsylvania U.) ; Kelly, Kevin (CERN) ; Kemp, Ernesto (U. Campinas) ; Kemularia, Otari (GTU, Tbilisi) ; 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.) ; 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.) ; 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.) ; Kubota, Shion (Harvard U.) ; Kudenko, Yury (Moscow, INR) ; Kudryavtsev, Vitaly A. (Sheffield U.) ; Kulagin, Sergey (Moscow, INR) ; Kumar, Jason (Hawaii U.) ; Kumar, Praveen (Sheffield U.) ; Kunze, Pablo (Annecy, LAPP) ; 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.) ; Larkin, Jacob (Brookhaven) ; Lasorak, Pierre (Sussex U.) ; Last, David (Pennsylvania U.) ; Laundrie, Andy (Wisconsin U., Madison) ; Laurenti, Giuliano (INFN, Bologna) ; Lawrence, Andrew (LBL, Berkeley) ; Lazanu, Ionel (Bucharest U.) ; LaZur, Ryan (Colorado State 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) ; Lee, Soo Yeon (Jeonbuk Natl. 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, Qing (SLAC) ; Lin, Shih-Kai (Louisiana State 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) ; Lux, Thorsten (Barcelona, IFAE) ; Luzio, Vitor (ABC Federal U.) ; Maalmi, Jihane (Orsay, LAL) ; MacFarlane, David (SLAC) ; Machado, Ana Amelia (U. Campinas) ; Machado, Pedro (Fermilab) ; Macias, Christopher Thomas (Indiana U.) ; Macier, Jolie R. (Fermilab) ; 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.) ; Maloney, James (Dakota State 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) ; Manzanillas, Luis (Orsay, LAL) ; Marchan, Miquel (Fermilab) ; Marchionni, Alberto (Fermilab) ; Marciano, William (Brookhaven) ; Marfatia, Danny (Hawaii U.) ; Mariani, Camillo (Virginia Tech.) ; Maricic, Jelena (Hawaii U.) ; Marie, Rodolphe (Orsay, LAL) ; Marinho, Franciole (Sao Carlos Federal U.) ; Marino, Alysia (Colorado U.) ; Marsden, David (Manchester U.) ; Marshak, Marvin (Minnesota U.) ; Marshall, Chris (Rochester U.) ; Marshall, John (Warwick U.) ; Marteau, Jacques (IP2I, Lyon) ; Martin-Albo, Justo (Valencia U., IFIC) ; Martinez, Norman (Kansas State U.) ; Martinez Caicedo, David (South Dakota Sch. Mines Tech.) ; Martínez Miravé, Pablo (Valencia U., IFIC) ; Martynenko, Sergey (SUNY, Stony Brook) ; 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) ; Mazzucato, Edoardo (Saclay) ; McAskill, Tracy (Wellesley Coll.) ; McCluskey, Elaine (Fermilab) ; McConkey, Nicola (Manchester U.) ; 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.) ; Mettler, Thomas (Bern U.) ; Mewes, Matthew (Indiana U.) ; Meyer, Holger (Wichita State U.) ; Miao, Ting (Fermilab) ; Michna, Gregory (South Dakota State U.) ; Miedema, Thijs (Nikhef, Amsterdam) ; 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) ; Miranda, Omar (CINVESTAV, IPN) ; Miryala, Sandeep (Brookhaven) ; 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.) ; 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) ; Montano Zetina, Luis (CINVESTAV, IPN) ; Moon, Seok Ho (UNIST, Ulsan) ; Mooney, Michael (Colorado State U.) ; Moor, Alexandra (Cambridge U.) ; Moreno, Deywis (Antonio Narino U.) ; 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.) ; Mufson, Stuart (Indiana U.) ; Muheim, Franz (Edinburgh U.) ; Muir, Alan (Daresbury) ; Mulhearn, Mike (UC, Davis) ; Munford, Donnie (Houston U.) ; Muramatsu, Hajime (Minnesota U.) ; Murphy, Sebastien (Zurich, ETH) ; Musser, Jim (Indiana U.) ; Nachtman, Jane (Iowa 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 (UC, Irvine) ; Nebot-Guinot, Miquel (Edinburgh U.) ; Negishi, Kentaro (Iwate U.) ; Nelson, Jeff (William-Mary Coll.) ; Nesbit, Jake (Wisconsin U., Madison) ; Nessi, Marzio (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.) ; Niner, Evan (Fermilab) ; Nishimura, Kurtis (Hawaii U.) ; Norman, Andrew (Fermilab) ; Norrick, Anne (Fermilab) ; Northrop, Rich (Chicago U.) ; 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 (INFNGenova) ; Palomares, Carmen (Madrid, CIEMAT) ; 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, Zohreh (Brookhaven) ; Parvu, Mihaela (Bucharest U.) ; Pascoli, Silvia (Durham U.) ; Pasqualini, Laura (INFN, Bologna) ; Pasternak, Jaroslaw (Imperial Coll., London) ; Pater, Joleen (Manchester U.) ; Patrick, Cheryl (University Coll. London) ; Patrizii, Laura (INFN, Bologna) ; Patterson, Ryan (Caltech) ; Patton, Simon John (LBL, Berkeley) ; Patzak, Thomas (APC, Paris) ; Paudel, Ajib (Fermilab) ; Paulos, Bob (Wisconsin U., Madison) ; Paulucci, Laura (ABC Federal U.) ; Pavlovic, Zarko (Fermilab) ; Pawloski, Greg (Minnesota U.) ; Payne, David (Liverpool U.) ; Pec, Viktor (Prague, Inst. Phys.) ; Peeters, Simon (Sussex U.) ; Pena Perez, Aldo (SLAC) ; Pennacchio, Elisabetta (IP2I, Lyon) ; Penzo, Aldo (Iowa U.) ; Peres, Orlando (U. Campinas) ; 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 (Michigan State U.) ; Pietropaolo, Francesco (CERN) ; Pimentel, Vinicius (U. Campinas) ; Pinaroli, Giovanni (Brookhaven) ; Plows, Komninos-John (Oxford U.) ; Plunkett, Robert (Fermilab) ; Poling, Ronald (Minnesota U.) ; 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, Baba (Jammu U.) ; Pozimski, Juergen (Imperial Coll., London) ; Pozzato, Michele (INFN, Bologna) ; Prakash, Suprabh (U. Campinas) ; Prakash, Tarun (LBL, Berkeley) ; Prest, Michela (INFN, Milan Bicocca) ; Prince, Sebastien (Harvard U.) ; Psihas, Fernanda (Fermilab) ; Pugnere, Denis (IP2I, Lyon) ; Qian, Xin (Brookhaven) ; Raaf, Jennifer L. (Fermilab) ; Radeka, Veljko (Brookhaven) ; Rademacker, Jonas (Bristol U.) ; Radics, Balint (Zurich, ETH) ; 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) ; 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) ; Reynolds, Aidan (Oxford U.) ; Ribas, Marlos (Tech. Fed. Parana U.) ; Riboldi, Stefano (INFN, Milan) ; Riccio, Ciro (SUNY, Stony Brook) ; Riccobene, Giorgio (INFN, LNS) ; Rice, Logan (Pittsburgh U.) ; Ricol, Jean-Stephane (LPSC, Grenoble) ; Rigamonti, Alberto (CERN) ; Rigaut, Yann-Axel (Zurich, ETH) ; Rincón, Edgar (Escuela de Ingenieria de Antioquia) ; Ritchie-Yates, Harrison (Royal Holloway, U. of London) ; Rivera, David (Los Alamos) ; Robert, Arnaud (LPSC, Grenoble) ; Rochester, Leon (SLAC) ; Roda, Marco (Liverpool U.) ; Rodrigues, Philip (Oxford U.) ; Rodriguez Alonso, Manuel (CERN) ; Rodriguez Bonilla, Engelver (Antonio Narino U.) ; Rodriguez Rondon, Jairo (South Dakota Sch. Mines Tech.) ; Rosauro-Alcaraz, Salvador (Madrid, Autonoma U.) ; Rosenberg, Matt (Pittsburgh U.) ; Rosier, Philippe (Orsay, LAL) ; Roskovec, Bedrich (UC, Irvine) ; Rossella, Massimo (Pavia U.) ; Rossi, Marco (CERN) ; Rout, Jogesh (Nehru U.) ; Roy, Palash (Wichita State U.) ; Rubbia, Andre (Zurich, ETH) ; Rubbia, Carlo (GSSI, Aquila) ; 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) ; Safford, Twymun (Michigan State U.) ; Sahu, Narendra (Indian Inst. Tech., Hyderabad) ; Sala, Paola (INFN, Milan ; CERN) ; Samios, Nicholas (Brookhaven) ; Samoylov, Oleg (Dubna, JINR) ; Sanchez, Mayly (Iowa State U.) ; Sandberg, Vern (Los Alamos) ; Sanders, David (Mississippi U.) ; Sankey, David (Rutherford) ; Santana, Samuel (Puerto Rico U., Mayaguez) ; Santos-Maldonado, Marvin (Puerto Rico U., Mayaguez) ; Saoulidou, Niki (Athens U.) ; Sapienza, Piera (INFN, LNS) ; Sarasty, Carlos (Cincinnati U.) ; Sarcevic, Ina (Arizona U.) ; Savage, Geoffrey (Fermilab) ; Savinov, Vladimir (Pittsburgh 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) ; 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.) ; Sergi, Antonino (Birmingham U.) ; Sgalaberna, Davide (Zurich, ETH) ; Shaevitz, Michael H. (Columbia U.) ; Shafaq, Sheeba (Nehru U.) ; Shaker, Fady (York U., Canada) ; Shamma, Michael (UC, Riverside) ; Sharankova, Ralitsa (Tufts U.) ; Sharma, Hans (Jammu U.) ; Sharma, Rahul (Brookhaven) ; Sharma, Rajeev (Punjab Agric. U., Ludhiana) ; Shaw, Terri (Fermilab) ; Shchablo, Konstantin (IP2I, Lyon) ; Shepherd-Themistocleous, Claire (Rutherford) ; Sheshukov, Andrey (Dubna, JINR) ; Shin, Seodong (Jeonbuk Natl. U.) ; Shoemaker, Ian (Virginia Tech.) ; Shooltz, Dean (Michigan State U.) ; Shrock, Robert (SUNY, Stony Brook) ; Siegel, Harrison (Columbia U.) ; Simard, Laurent (Orsay, LAL) ; 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.) ; Sipos, Roland (CERN) ; Sippach, F.W. (Columbia U.) ; Sirri, Gabriele (INFN, Bologna) ; Sitraka, Andriaseta (South Dakota Sch. Mines Tech.) ; Siyeon, Kim (Chung-Ang U.) ; Skarpaas, Knut (SLAC) ; Smith, Andrew (Cambridge U.) ; 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) ; Soto Ugaldi, Fidel Antonio (UNI, Lima) ; 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.) ; Stancari, Michelle (Fermilab) ; Stanco, Luca (Padua U.) ; Stanford, Chris (Harvard U.) ; Stefan, Dorota (CERN) ; Stein, Raul (Bristol U.) ; Steiner, Herbert M. (LBL, Berkeley) ; Steklain Lisbôa, André (Tech. Fed. Parana U.) ; 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) ; Suárez Sunción, Juan Martín (UNI, Lima) ; Sulej, Robert (Fermilab) ; Sullivan, Hunter (Texas U., Arlington) ; Summers, Don (Mississippi U.) ; Surdo, Antonio (INFN, Lecce) ; Susic, Vasja (Basel U.) ; Suter, Louise (Fermilab) ; Sutera, Concetta Maria (INFN, Catania) ; Svoboda, Robert (UC, Davis) ; Szczerbinska, Barbara (Texas A-M, Corpus Christi) ; Szelc, Andrzej (Edinburgh U.) ; Tanaka, Hirohisa (SLAC) ; Tang, Shaochun (Brookhaven) ; Tapia, Alex (Medellin 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) ; Ternes, Christoph (Valencia U., IFIC) ; Terranova, Francesco (INFN, Milan Bicocca) ; Testera, Gemma (INFNGenova) ; Thakore, Tarak (Cincinnati U.) ; Thea, Alessandro (Rutherford) ; Thompson, Joshua (Sheffield U.) ; Thorn, Craig (Brookhaven) ; Timm, Steven C. (Fermilab) ; Tishchenko, Vladimir (Brookhaven) ; Tomassetti, Luca (INFN, Ferrara) ; Tonazzo, Alessandra (APC, Paris) ; Torbunov, Dmitri (Minnesota U.) ; 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) ; Tufanli, Serhan (CERN) ; Tull, Craig (LBL, Berkeley) ; Tyley, E. (Sheffield U.) ; Tzanov, Martin (Louisiana State U.) ; Uboldi, Lorenzo (CERN) ; Uchida, Melissa (Cambridge U.) ; Urheim, Jon (Indiana U.) ; Usher, Tracy (SLAC) ; Uzunyan, Sergey (Northern Illinois U.) ; Vagins, Mark (Tokyo U., IPMU) ; 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, Jose (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, Danaisis (Barcelona, IFAE) ; Varner, Gary (Hawaii U.) ; Vasel, Justin (Indiana U.) ; Vasina, Svetlana (Dubna, JINR) ; Vasseur, Georges (Saclay) ; Vaughan, Noah (Oregon State U.) ; Vaziri, Kamran (Fermilab) ; Ventura, Sandro (INFN, Padua) ; Verdugo, Antonio (Madrid, CIEMAT) ; Vergani, Stefano (Cambridge U.) ; Vermeulen, Milo (Nikhef, Amsterdam) ; Verzocchi, Marco (Fermilab) ; Vicenzi, Matteo (INFNGenova) ; Vieira de Souza, Henrique (APC, Paris) ; Vignoli, Chiara (Gran Sasso) ; Vilela, Cristovao (CERN) ; Viren, Brett (Brookhaven) ; Vrba, Tomas (CTU, Prague) ; Wachala, Tomasz (Cracow, INP) ; Waldron, Abigail (Imperial Coll., London) ; Wallbank, Michael (Cincinnati U.) ; Wallis, Connor (Colorado State U.) ; Wang, Hanguo (UCLA) ; Wang, Jingbo (South Dakota Sch. Mines Tech.) ; Wang, Li (LBL, Berkeley) ; Wang, Michael (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 (Fermilab) ; Weber, Michele (Bern U.) ; Wei, Hanyu (Brookhaven) ; Weinstein, Amanda (Iowa State U.) ; Wenman, Dan (Wisconsin U., Madison) ; Wetstein, Matthew (Iowa State U.) ; White, Andy (Texas U., Arlington) ; Whitehead, Leigh (Cambridge U.) ; Whittington, Denver (Syracuse U.) ; Wilking, Michael (SUNY, Stony Brook) ; Wilkinson, Alexander (University Coll. 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Publication 2022-10-12
Imprint 30 Mar 2022
Number of pages 31
Note 31 pages, 15 figures
Published in: Eur. Phys. J. C 82 (2022) 903
DOI 10.1140/epjc/s10052-022-10791-2
Subject category Particle Physics - Experiment ; Detectors and Experimental Techniques
Accelerator/Facility, Experiment not applicable ; not applicable
Keywords test beam ; experimental results ; noble liquid detectors ; time projection chambers ; LArTPC ; machine learning ; convolutional neural network
Abstract Liquid argon time projection chamber detector technology provides high spatial and calorimetric resolutions on the charged particles traversing liquid argon. As a result, the technology has been used in a number of recent neutrino experiments, and is the technology of choice for the Deep Underground Neutrino Experiment (DUNE). In order to perform high precision measurements of neutrinos in the detector, final state particles need to be effectively identified, and their energy accurately reconstructed. This article proposes an algorithm based on a convolutional neural network to perform the classification of energy deposits and reconstructed particles as track-like or arising from electromagnetic cascades. Results from testing the algorithm on data from ProtoDUNE-SP, a prototype of the DUNE far detector, are presented. The network identifies track-- and shower--like particles, as well as Michel electrons, with high efficiency. The performance of the algorithm is consistent between data and simulation.
Other source Inspire
Copyright/License Publication: © 2022-2024 The Author(s) (License: CC-BY-4.0), sponsored by SCOAP³
Preprint: © 2022-2024 CERN (License: CC-BY-4.0)
Submitted by tjyang@fnal.gov



 


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