| Title: |
Neutrino Interaction Vertex Reconstruction in DUNE with Pandora Deep Learning |
| Authors: |
Abed Abud, Adam; Acciarri, Roberto; Acero, Mario; Adames, Marcio; Adamov, George; Adamowski, Mark; Adams, David; Adinolfi, Marco; Adriano, Cris; Aduszkiewicz, Antoni; Aguilar, Jessica; Akbar, Faiza; Alemanno, Francesca; Alex, Nimmy Sarah; Allison, Kyle; Alrashed, Munera; Alton, Andrew; Alvarez, Rodrigo; Alves, Tiago; Aman, Adil; Amar, Hamza; Amedo, Pablo; Anderson, John; Andreopoulos, Costas; Andreotti, Mirco; Andrews, Michael P; Andrianala, Fenompanirina; Andringa, Sofia; Anjarazafy, Fleuri; Antic, Diana; Antoniassi, Marcelo; Antonova, Maria; Aranda-Fernandez, Alfredo; Arellano, Luciano; Arrieta Diaz, Enrique; Arroyave, Manuel; Asaadi, Jonathan; Ashkenazi, Adi; Asner, David; Asquith, Lily; Atkin, Edward; Auguste, Didier; Aurisano, Adam; Aushev, Vladimir; Autiero, Dario; Ávila Gómez, Daniel; Azam, Muhammad Bilal; Azfar, Farrukh; Back, Ashley; Back, Henning; Back, John; Bagaturia, Iuri; Bagby, Linda; Baigarashev, Dosbol; Balasubramanian, Supraja; Balboni, Anna; Baldi, Pierre; Baldini, Wander; Baldonedo, Jacobo; Baller, Bruce; Bambah, Bindu; Banerjee, Rituparna; Barao, Fernando; Barbu, Denis; Barenboim, Gabriela; Barham Alzás, Pablo; Barker, Gary; Barkhouse, Wayne; Barr, Giles; Barranco Monarca, Juan; Barros, Adilson; Barros, Nuno; Barrow, Daniel; Barrow, Joshua; Basharina-Freshville, Anastasia; Bashyal, Amit; Basque, Vincent; Basu, Dhrubojyoti; Batchelor, Charlie; Bathe-Peters, Lars; Battat, James; Battisti, Federico; Bay, Fatih; Bazetto, Maria; Bazo Alba, José Luis; Beacom, John; Bechetoille, Edouard; Behera, Biswaranjan; Belchior, Ewerton; Bell, Beryl; Bell, Gerard; Bellantoni, Leo; Bellettini, Giorgio; Bellini, Vincenzo; Beltramello, Olga; Benitez Montiel, Carlos; Benjamin, Douglas; Bento Neves, Francisco; Berger, Joshua; Berkman, Sophie; Bernal, Javier; Bernardini, Paolo; Bersani, Andrea; Bertolini, Elenora; Bertolucci, Sergio; Betancourt, Minerba; Betancur Rodríguez, Amalia; Bezawada, Yashwanth; Bezerra, Anibal; Bhat, Avinay; Bhatnagar, Vipin; Bhatt, Jayesh; Bhattacharjee, Maharnab; Bhattacharya, Meghna; Bhuller, Shyam; Bhuyan, Bipul; Biagi, Simone; Bian, Jianming; Biery, Kurt; Bilki, Burak; Bishai, Mary; Blake, Andrew; Blaszczyk, Flor; Blazey, Gerald; Blucher, Edward; Bogart, Benjamin; Bogenschuetz, Jacob; Boissevain, Jan; Bolognesi, Sara; Bolton, Timothy; Bomben, Luca; Bonesini, Maurizio; Bonilla-Diaz, Cesar; Booth, Alexander; Boran, Fatma; Borges Merlo, Rafael; Bostan, Nilay; Botogoske, Gabriel; Bottino, Bianca; Bouet, Raphael; Boza, Jacob; Bracinik, Juraj; Brahma, Barnali; Brailsford, Dominic; Bramati, Filippo; Branca, Antonio; Brandt, Andrew; Bremer, Johan; Brew, Christopher; Brice, Stephen; Brio, Vanessa; Brizzolari, Claudia; Bromberg, Carl; Brooke, Jim; Bross, Alan; Brunetti, Giulia; Brunetti, Maria Brigida; Buchanan, Norman; Budd, Howard; Buergi, Jonas; Bundock, Aaron; Burgardt, Dustin; Butchart, Sophie; Caceres Vera, Gian; Cai, Tejin; Calabrese, Roberta; Calabrese, Roberto; Calcutt, Jacob; Calivers, Livio; Calvo, Enrique; Caminata, Alessio; Camino, Amelia; Campanelli, Wallison; Campani, Alice; Campos Benitez, Axel; Canci, Nicola; Capó, Jordi; Caracas, Ioana; Caratelli, David; Carber, Daniel; Carceller, Juan; Carini, Gabriella; Carlus, Bruno; Carneiro, Mateus; Carniti, Paolo; Caro Terrazas, Ivan; Carranza, Hector; Carrara, Nicholas; Carroll, Lauren; Carroll, Thomas; Carter, Alex; Casarejos, Enrique; Casazza, Denise; Castaño Forero, Javier; Castaño Usuga, Fabian; Castillo, Andrés; Castromonte, Cesar; Catano-Mur, Erika; Cattadori, Carla; Cavalier, Fabien; Cavanna, Flavio; Centro, Sandro; Cerati, Giuseppe; Cerna, Cédric; Cervelli, Alberto; Cervera Villanueva, Anselmo; Chalifour, Michel; Chappell, Andrew; Chatterjee, Animesh; Chauhan, Bhavesh; Chen, Hucheng; Chen, Mu-Chun; Chen, Wen Chao; Chen, Yifan; Chen, Zhengyang; Cherdack, Daniel; Chhibra, Simranjit Singh; Chi, Cheng-Yi; Chiapponi, Francesco; Chirco, Robert; Chitirasreemadam, Namitha; Cho, Kihyeon; Choate, Sarah; Choi, Gweneth; Chokheli, David; Chong, Pooi; Chowdhury, Barnali; Christian, David; Chung, Moses; Church, Eric; Cicala, Maria Flavia; Cicerchia, Magda; Cicero, Valentina; Ciolini, Riccardo; Clarke, Peter; Cline, Gordon; Cocco, Alfredo; Coelho, Joao; Cohen, Ariel; Collazo, Joaquin; Collot, Johann; Conrad, Janet M; Convery, Mark; Conway, Kyle; Copello, Simone; Cova, Paolo; Cox, Callum; Cremonesi, Linda; Crespo-Anadón, José; Crisler, Michael; Cristaldo, Esteban; Crnkovic, Jason; Crone, Gordon; Cross, Ryan; Cudd, Andrew; Cuesta, Clara; Cui, Yanou; Curciarello, Francesca; Cussans, David; Dai, Joel; Dalager, Olivia; Dallaway, William; d'Amico, Riccardo; da Motta, Helio; Dar, Zubair; Darby, Robert; da Silva Peres, Leonardo; David, Quentin; Davies, Gavin; Davini, Stefano; Dawson, Jaime; de Aguiar, Renan; de Almeida, Patricia; Debbins, Paul; Decowski, M. Patrick; de Gouvea, Andre; de Holanda, Pedro; de Jong, Paul; del Amo Sanchez, Pablo; de Lauretis, Ginevra; Delbart, Alain; Delepine, David; Delgado, Maritza; Dell'Acqua, Andrea; Delle Monache, Giovanni; Delmonte, Nicola; de Lurgio, Patrick; Demario, Ross; de Matteis, Giovanni; de Mello Neto, Joao; Demuth, David; Dennis, Steve; Densham, Chris; Denton, Peter; Deptuch, Grzegorz; de Roeck, Albert; de Romeri, Valentina; Detje, Jan; Devine, James; Dharmapalan, Ranjan; Dias, Marco; Diaz, Alejandro; Diaz, Jorge S; Díaz, Felix; Di Capua, Francesco; Di Domenico, Antonio; Di Domizio, Sergio; Di Falco, Stefano; Di Giulio, Letizia; Ding, Pengfei; Di Noto, Lea; Diociaiuti, Eleonora; Di Silvestre, Viola; Distefano, Carla; Diurba, Richard; Diwan, Milind; Djurcic, Zelimir; Dolan, Stephen; Dolce, Michael; Dolek, Furkan; Dolinski, Michelle J; Domenici, Danilo; Donati, Simone; Donon, Yann; Doran, Steven; Douglas, Daniel; Doyle, Tristan; Drielsma, Francois; Duarte, Laura Cristina; Duchesneau, Dominique; Duffy, Kirsty; Dugas, Katherine; Dunne, Patrick; Dutta, Bhaskar; Duyang, Hongyue; Dwyer, Daniel A; Dyshkant, Alexandre S; Dytman, Steven; Eads, Michael; Earle, Antony; Edayath, Sijith; Edmunds, Daniel; Eisch, Jonathan; Emark, William; Englezos, Panagiotis; Ereditato, Antonio; Erjavec, Tyler; Escobar, Carlos O; Evans, Justin; Ewart, Erin; Ezeribe, Anthony; Fahey, Kevin; Falcone, Andrea; Fani, Mattia; Farnese, Christian; Farrell, Sophia; Farzan, Yasaman; Felix, Julian; Feng, Yue; Fernandez-Martinez, Enrique; Ferreira da Silva, Marcos; Ferry, Gilles; Fialova, Eva; Fields, Laura; Filip, Peter; Filkins, Amy; Filthaut, Frank; Fiorillo, Giuliana; Fiorini, Massimiliano; Fogarty, Sam; Foreman, Will; Fowler, Jack; Franc, Jiri; Francis, Kurt; Franco, Domenico; Franklin, Jack; Freeman, John; Fried, Jack; Friedland, Alex; Fucci, Mary; Fuess, Stu; Furic, Ivan; Furman, Krzysztof; Furmanski, Andrew; Gaba, Riya; Gabrielli, Alessandro; Gago, A.M; Galizzi, Federico; Gallagher, Hugh; Galli, Matteo; Gallice, Niccolo; Galymov, Vyacheslav; Gamberini, Enrico; Gamble, Trevor; Gandhi, Raj; Ganguly, Sudeshna; Gao, Fan; Gao, Shanshan; Garcia-Gamez, Diego; Garcia-Peris, Miguel; Gardim, Fernando; Gardiner, Steven; Gastler, Dan; Gauch, Anja; Gauzzi, Paolo; Gazzana, Stefano; Ge, Guanqun; Geffroy, Nicolas; Gelli, Bruno; Gent, Stephen; Gerlach, Lino; Ghosh, Avik; Giammaria, Tommaso; Gibin, Daniele; Gil-Botella, Ines; Gilligan, Sean; Gioiosa, Antonio; Giovannella, Simona; Giri, Anjan Kumar; Giugliano, Carmen; Giusti, Valerio; Gnani, Dario; Gogota, Olga; Gollapinni, Sowjanya; Gollwitzer, Keith; Gomes, Ricardo; Gomez Bermeo, Laura Vanessa; Gomez Fajardo, Luz; Gonzalez-Diaz, Diego; Goodman, Maury; Goswami, Srubabati; Gotti, Claudio; Goudeau, Jacob; Goudzovski, Evgueni; Grace, Carl; Gramellini, Elena; Gran, Rik; Granados, Everardo; Granger, Pierre; Grant, Christopher; Gratieri, Diego; Grauso, Gianfrancesco; Green, Patrick; Greenberg, Stephen; Greer, Joel; Griffith, Clark; Grzelak, Katarzyna; Gu, Linhui; Gu, Wenqiang; Guarino, Victor; Guarise, Marco; Guenette, Roxanne; Guerzoni, Marco; Guffanti, Daniele; Guglielmi, Alberto; Guo, Bing; Guo, Flynn; Gupta, Vikas; Gurung, Ganjendra; Gutierrez, Daniel; Guzowski, Pawel; Guzzo, Marcelo; Gwon, Sunwoo; Habig, Alec; Haegel, Leïla; Hagaman, Lee; Hahn, Alan; Hakenmüller, Janina; Hamernik, Thomas; Hamilton, Philip; Hancock, Jonathan; Handley, Magnus; Happacher, Fabio; Harris, Deborah; Hart, Akeem; Hartnell, Jeffrey; Hartnett, Trevor; Harton, John; Hasegawa, Takyua; Hasnip, Ciaran; Hatcher, Robert; Hawkins, Sarah; Hays, Jonathan; He, Muyuan; Heavey, Anne; Heeger, Karsten; Heindel, Alex; Heise, Jaret; Hellmuth, Patrick; Henderson, Louise; Herner, Kenneth; Hewes, V; Higuera Pichardo, Aaron; Hilgenberg, Christopher; Himmel, Alexander; Hinkle, Elise; Hirsch, Luciana; Ho, Jason; Hoefken Zink, Jaime; Hoff, James; Holin, Anna; Holvey, Thomas; Hong, Cheong; Hoppe, Eric; Horiuchi, Shunsaku; Horton-Smith, Glenn; Hosokawa, Ritsuya; Houdy, Thibaut; Howard, Bruce; Howell, Ryan; Hristova, Ivana; Hronek, Maxine; Huang, Junying; Huang, Roger; Huang, Xiaoyan; Hulcher, Zachary; Iles, Gregory; Ilic, Nikolina; Iliescu, Antoniu; Illingworth, Robert; Ingratta, Gianfranco; Ioannisian, Ara; Irwin, Burke; Ismerio Oliveira, Marcelo; Jackson, Christopher; Jain, Vivek; James, Eric; Jang, Wooyoung; Jargowsky, Benjamin; Jena, Deepika; Jentz, Ian; Ji, Xiangpan; Jiang, Chao; Jiang, Junjie; Jipa, Alexandru; Jo, Jay Hyun; Joaquim, Filipe; Johnson, Walker; Jollet, Cécile; Jones, Rhiannon; Jovancevic, Nikola; Judah, Matthew; Jung, Chang Kee; Jung, Kiyoung; Junk, Thomas; Jwa, Yeon-Jae; Kabirnezhad, Monireh; Kaboth, Asher; Kadenko, Igor; Kalikulov, Orazaly; Kalra, Daisy; Kandemir, Mustafa; Kaplan, Daniel; Karagiorgi, Georgia; Karaman, Gurkan; Karcher, Armin; Karyotakis, Yannis; Kasetti, Siva; Kashur, Lane; Kauther, Abdulrahman; Kazaryan, Narine; Ke, Lingyun; Kearns, Edward; Keener, Paul; Kelly, Kevin; Keloth, Rijeesh; Kemp, Ernesto; Kemularia, Otari; Kermaidic, Yoann; Ketchum, Wes; Kettell, Steve; Khan, Naseem; Khvedelidze, Arsen; Kim, Doojin; Kim, Jaesung; Kim, Min Jeong; Kim, Suhyeon; King, Bonnie; King, Matthew; Kirby, Michael; Kish, Alexander; Klein, Joshua; Kleykamp, Jeffrey; Klustova, Anezka; Kobilarcik, Thomas; Koch, Lukas; Koehler, Kevin; Koerner, Lisa; Koh, Dae; Kordosky, Mike; Kosc, Thomas; Kostelecky, V. Alan; Kothekar, Kunal; Kotler, Ian; Kovalcuk, Michal; Krah, Wessel; Kralik, Robert; Kramer, Matthew; Kreczko, Luke; Krennrich, Frank; Kroupova, Tereza; Kubota, Shion; Kubu, Miroslav; Kudryavtsev, Vitaly; Kufatty, Georgette; Kuhlmann, Stephen; Kumar, Jason; Kumar, Pawan; Kumar, Praveen; Kumaran, Sindhujha; Kunzmann, Jan; Kuravi, Ramachandra; Kus, Vaclav; Kutter, Thomas; Kvasnicka, Jiri; Labree, Tyler; Lackey, Teresa; Lalău, Ioana; Lambert, Andrew; Land, Benjamin; Lane, Charles; Lane, Nicholas; Lang, Karol; Langford, Thomas; Langstaff, Mark; Lanni, Francesco; Larkin, Jacob; Lasorak, Pierre; Last, David; Laundrie, Andy; Laurenti, Giuliano; Lavaut, Emile; Laycock, Paul; Lazanu, Ionel; Lazur, Ryan; Lazzaroni, Massimo; Le, Trung; Leardini, Sara; Learned, John; Lecompte, Thomas; Lehmann Miotto, Giovanna; Lehnert, Ralf; Leitner, Matthaeus; Lemoine, Hannah; Leon Silverio, Diana; Lepin, Luis; Li, Jiaoyang; Li, Shirley W; Li, Yichen; Liao, Heng-Ye; Lima, Rodrigo; Lin, Cheng-Ju Stephen; Lindebaum, Dennis; Linden, Steven; Lineros, Roberto; Lister, Adam; Littlejohn, Bryce; Liu, Hanjie; Liu, Junze; Liu, Yinrui; Lockwitz, Sarah; Lomidze, Irakli; Long, Ken; Lopes, Tiago; Lopez Botero, Jorge; López de Rego, Ignacio; López-March, Neus; Losecco, John M; Louis, William; Lozano Sanchez, Adrian; Lu, Xianguo; Luk, Kam-Biu; Luo, Xiao; Luppi, Eleonora; Machado, Ana Amelia; Machado, Pedro; Macias, Christopher Thomas; Macier, Jolie R; Macmahon, Margot; Magill, Steve; Magueur, Christopher; Mahn, Kendall; Maio, Amélia; Major, Adryanna; Majumdar, Krishanu; Malige, Akshay; Mameli, Saverio; Man, Matthew; Mandujano, Roberto; Maneira, José; Manly, Steve; Mann, Anthony; Manolopoulos, Konstantinos; Manrique Plata, Maria; Manthey Corchado, Sergio; Manyam, Venkata; Manzanillas-Velez, Luis; Marchan, Miquel; Marchionni, Alberto; Marciano, William; Marfatia, Danny; Mariani, Camillo; Maricic, Jelena; Marinho, Franciole; Marino, Alysia; Markiewicz, Thomas; Marques, Francisco; Marquet, Christine; Marshak, Marvin; Marshall, Chris; Marshall, John; Martina, Luigi; Martín-Albo, Justo; Martinez, Norman; Martinez Caicedo, David; Martinez-Casales, Maria; Martínez López, Francisco; Martínez Miravé, Pablo; Martynenko, Sergey; Mascagna, Valerio; Mastbaum, Andrew; Masud, Mehedi; Matichard, Fabrice; Matteucci, Giuseppe; Matthews, James; Mauger, Christopher; Mauri, Nicoletta; Mavrokoridis, Konstantinos; Mawby, Isobel; Mayhew, Finn; Mazza, Roberto; Mcaskill, Tracy; Mcconkey, Nicola; Mcfarland, Kevin; Mcgrew, Clark; Mcnab, Andrew; Mcnulty, Cynthia; Meazza, Luca; Meddage, Varuna Crishan Nimalasooriya; Mehmood, Maria; Mehta, Bhumika; Mehta, Poonam; Mei, Filippo; Melas, Pantelis; Mellet, Lucile; Mena, Olga; Mendez, Hector; Méndez, Diana; Mendonca, Ana; Menegolli, A; Meng, Guang; Mercuri, Aretha; Meregaglia, Anselmo; Messier, Mark; Metallo, Steven; Metcalf, William; Mewes, Matthew; Meyer, Holger; Miao, Ting; Micallef, Jessie; Miccoli, Alessandro; Michna, Gregory; Milincic, Radovan; Miller, Franklin; Miller, Graham; Miller, William; Minotti, Alessandro; Miralles Verge, Lluis; Mironov, Camelia; Miryala, Sandeep; Miscetti, Stefano; Mishra, C. Shekhar; Mishra, Priya; Mishra, Sanjib R; Mislivec, Aaron; Mladenov, Dimitar; Mocioiu, Irina; Mogan, Andrew; Mohanta, Rukmani; Mohayai, Tanaz; Mokhov, Nikolai; Molina, Jorge; Molina Bueno, Laura; Montagna, Elisabetta; Montanari, Alessandro; Montanari, Claudio; Montanari, David; Montanino, Daniele; Montaño Zetina, Luis; Mooney, Michael; Moor, Alexandra; Moore, Miriam; Moore, Zae; Moreno, Deywis; Moreno-Granados, G; Moreno-Palacios, Oscar; Morescalchi, Luca; Moretti, Roberto; Morris, Casandra; Mossey, Chris; Moura, Célio; Mouster, Gwenn; Mu, Wei; Mualem, Leon; Mueller, Justin; Muether, Mathew; Muheim, Franz; Muir, Alan; Mukhamejanov, Yerzhan; Mukhamejanova, Assel; Mulhearn, Mike; Munford, Donnie; Munteanu, Laura; Muramatsu, Hajime; Muraz, Jean-Francois; Murphy, Matt; Murphy, Thomas; Muse, Joseph; Mytilinaki, Angeliki; Nachtman, Jane; Nagai, Yoshikazu; Nagu, Srishti; Naples, Donna; Narita, Shinya; Nava, Jacopo; Navrer-Agasson, Anyssa; Nayak, Nitish; Nebot-Guinot, Miquel; Nehm, Asa; Nelson, Jeff; Neogi, Orgho; Nesbit, Jake; Nessi, Marzio; Newbold, David; Newcomer, Mitch; Nichol, Ryan; Nicolas-Arnaldos, Francisco; Nielsen, Aj; Nikolica, Adrian; Nikolov, Jovana; Niner, Evan; Nishimura, Kurtis; Norman, Andrew; Norrick, Anne; Novella, Pau; Nowak, Agnieszka; Nowak, Jaroslaw; Oberling, Michael; Ochoa-Ricoux, Juan Pedro; Oh, Seog; Oh, Sungbin; Olivier, Andrew; Olson, Travis; Onel, Yasar; Onishchuk, Yuriy; Oranday, Alejandro; Osbiston, Matthew; Osorio Vélez, Jaime; O'Sullivan, Liam; Otiniano Ormachea, Luis; Pagani, Luca; Palacio, Guillermo; Palamara, Ornella; Palestini, Sandro; Paley, Jonathan; Pallavicini, Marco; Palomares, Carmen; Pan, Supriya; Panareo, Marco; Panda, Papia; Pandey, Vishvas; Panduro Vazquez, William; Pantic, Emilija; Paolone, Vittorio; Papadopoulou, Afroditi; Papaleo, Riccardo; Papoulias, Dimitrios; Paramesvaran, Sudarshan; Parke, Stephen; Parsa, Saba; Parsa, Zohreh; Parveen, Sabila; Parvu, Mihaela; Pasciuto, Daniele; Pascoli, Silvia; Pasqualini, Laura; Pasternak, Jaroslaw; Patiño Camargo, Galo; Paton, Josephine; Patrick, Cheryl; Patrizii, Laura; Patterson, Ryan; Patzak, Thomas; Paudel, Ajib; Paul, Jasper; Paulucci, Laura; Pavlovic, Zarko; Pawloski, Greg; Payne, David; Peake, Abigail; Pec, Viktor; Pedreschi, Elena; Peeters, Simon; Pellico, William; Pennacchio, Elisabetta; Penzo, Aldo; Peres, Orlando; Perez Gonzalez, Yuber Ferney; Pérez-Molina, Laura; Pernas, Carlos; Perry, James; Pershey, Daniel; Pessina, Gianluigi; Petrillo, Gianluca; Petta, Catia; Petti, Roberto; Pfaff, Marvin; Pia, Valerio; Pickering, Luke; Pierini, Lorenzo; Pietropaolo, Francesco; Pimentel, Vinicius; Pinaroli, Giovanni; Pincha, Shailesh; Pinchault, Joshua; Pitts, Kevin; Pletcher, Katherine; Plows, Komninos-John; Pollack, Cesar; Pollmann, Tina; Pompa, Federica; Pons, Xavier; Poonthottathil, Navaneeth; Popov, Vitaliy; Poppi, Francesco; Porter, Joshua; Porto Paixão, Luis Gustavo; Potekhin, Maxim; Pozzato, Michele; Pradhan, Ritesh; Prakash, Tarun; Prest, Michela; Psihas, Fernanda; Pugnere, Denis; Pullia, Dario; Qian, Xin; Queen, Joshua; Raaf, Jennifer L; Rabelhofer, Miranda; Radeka, Veljko; Rademacker, Jonas; Radics, Balint; Raffaelli, Fabrizio; Rafique, Aleena; Raguzin, Eric; Rahe, Alexander; Rajagopalan, Srini; Rajaoalisoa, Miriama; Rakhno, Igor; Rakotondravohitra, Laza; Ralaikoto, Mamitiana Angelo; Ralte, Lalnuntluanga; Ramirez Delgado, Manuel Alejandro; Ramson, Bryan; Randriamanampisoa, Steve Stone; Rappoldi, A; Raselli, G.L; Rath, Tyler; Ratoff, Peter; Ray, Ron; Razafinime, Herilala; Razakamiandra, Rado Fanantenana; Rea, Eran; Real, Jean-Sebastien; Rebel, Brian; Rechenmacher, Ronald; Reichenbacher, Juergen; Reitzner, S; Renner, Eric; Repetto, Silvia; Rescia, Sergio; Resnati, Filippo; Restrepo, Diego; Reynolds, Callum; Ribas, Marlos; Riboldi, Stefano; Riccio, Ciro; Riccobene, Giorgio; Ricol, Jean-Stephane; Rigan, Michal; Rikalo, Aleksandar; Rincón, Edgar; Ritchie-Yates, Ash; Ritter, Sebastian; Rivera, David; Robert, Arnaud; Roberts, Adam; Robles, Edgar; Rocabado Rocha, Jose Luis; Roda, Marco; Rodrigues, Mateus; Rodriguez Rondon, Jairo; Rosauro-Alcaraz, Salvador; Rosier, Philippe; Rossella, Massimo; Rossi, Marco; Roy, Noë; Roy, Palash; Roy, Promita; Rubbia, Carlo; Rudik, Dmitry; Ruggeri, Alessandro; Ruiz Ferreira, Guilherme; Rushiya, Kritika; Russell, Brooke; Sacerdoti, Sabrina; Saduyev, Nurzhan; Sahoo, Sujit; Sahu, Narendra; Sakhiyev, Sayabek; Sala, Paola; Salmoria, Gabrieli; Samanta, Saradindu; Samios, Nicholas; Sanchez, Mayly; Sánchez Bravo, Alberto; Sánchez-Castillo, Alejandro; Sánchez-Lucas, Patricia; Sanders, David; Sanfilippo, Simone; Santoro, Danilo; Saoulidou, Niki; Sapienza, Piera; Sarcevic, Ina; Sarra, Ivano; Savage, Geoffrey; Savinov, Vladimir; Scanavini, Giacomo; Scaramelli, Alberto; Scarff, Andrew; Schefke, Tristan; Schellman, Heidi; Schifano, Sebastiano; Schlabach, Philip; Schmitz, David; Schneider, Austin; Scholberg, Kate; Schukraft, Anne; Schuld, Brooke; Schwartz, Scott; Segade, Abraham; Segreto, Ettore; Senise, Carlos; Sensenig, Jon; Seppela, Danielle; Shaevitz, Michael H; Shanahan, Peter; Sharma, Prachi; Sharma, Rajeev; Sharma Poudel, Sagar; Shaw, Kate; Shaw, Terri; Shchablo, Konstantin; Shen, Jieran; Shepherd-Themistocleous, Claire; Shi, Jingyuan; Shi, Wei; Shin, Seodong; Shivakoti, Sushil; Shmakov, Alexander; Shoemaker, Ian; Shooltz, Dean; Shrock, Robert; Siden, Matthew; Silber, Joseph; Simard, Laurent; Sinclair, James; Sinev, Gleb; Singh, Jaydip; Singh, Jyotsna; Singh, Lakwinder; Singh, Prabhjot; Singh, Venktesh; Singh Chauhan, Sushil; Sipos, Roland; Sironneau, Camille; Sirri, Gabriele; Siyeon, Kim; Skarpaas, Knut; Smedley, John; Smith, Jacob; Smith, Paul; Smolik, Jan; Smy, Michael; Snape, Matthew; Snider, E.L; Snopok, Pavel; Soares Nunes, Mônica; Sobel, Henry; Soderberg, Mitch; Solano Salinas, Carlos; Söldner-Rembold, Stefan; Solomey, Nickolas; Solovov, Vladimir; Sondheim, Walter; Sorel, Michel; Soto-Oton, Jose; Sousa, Alexandre; Soustruznik, Karel; Souza Correia, Daniel; Spinella, Franco; Spitz, Joshua; Spooner, Neil; Stalder, Deigo; Stancari, Michelle; Stanco, Luca; Steenis, Jacob; Stein, Raul; Steiner, Herbert M; Steklain Lisbôa, André; Stewart, James; Stillwell, Ben; Stock, Jason; Stokes, Tyler; Strait, Matthew; Strauss, Thomas; Strigari, Louis; Stuart, Alexander; Suarez, Juan; Subash, Joeal; Surdo, Antonio; Suter, Louise; Sutton, Kathryn; Suvorov, Yury; Svoboda, Robert; Swain, Sanjay; Sweeney, Cathal; Szczerbinska, Barbara; Szelc, Andrzej; Sztuc, Artur; Taffara, Alessandra; Talukdar, Nibir; Tamara, Jose; Tanaka, Hirohisa; Tang, Shaochun; Taniuchi, Natsumi; Tapia Casanova, Alex; Tapper, Alexander; Tariq, Salman; Tarpara, Eaglekumar; Tatar, M; Tayloe, Rex; Tedeschi, David; Teklu, Abraham Meles; Tena Vidal, Julia; Tennessen, Peter; Tenti, Matteo; Terao, Kazuhiro; Terranova, Francesco; Testera, Gemma; Thakore, Tarak; Thea, Alessandro; Thomas, Sierra; Thompson, Adrian; Thorn, Craig; Thorpe, Christopher; Timm, Steven C; Tiras, Emrah; Tishchenko, Vladimir; Tiwari, Shivanshi; Todorović, Nataša; Tomassetti, Luca; Tonazzo, Alessandra; Torbunov, Dmitri; Torres Muñoz, Denis; Torti, Marta; Tortola, Mariam; Torun, Yagmur; Tosi, Nicolo; Totani, Dante; Toups, Matthew; Touramanis, Christos; Tran, Dat; Travaglini, Riccardo; Trevor, Jason; Triller, Elizabeth; Trilov, Stoyan; Truchon, Joshua; Truncali, Daniele; Trzaska, Wladyslaw; Tsai, Yu-Dai; Tsai, Yun-Tse; Tsamalaidze, Zviadi; Tsang, Ka Vang; Tsverava, Nikolozi; Tu, Shuang; Tufanli, Serhan; Tunnell, Christopher; Turner, Jessica; Tuzi, Mirald; Tyler, Jennifer; Tyley, M; Tzanov, Martin; Uchida, Melissa; Ureña González, Julio; Urheim, Jon; Usher, Tracy; Utaegbulam, Hilary; Uzunyan, Sergey; Vagins, Mark; Vahle, Patricia; Valdiviesso, Gustavo; Vale, Valéria; Valencia, Edgar; Valentim, Rodolfo; Vallari, Zoya; Vallazza, Erik; Valle, Jose; van Berg, Rick; Vanegas Forero, David; Vannozzi, Alessandro; van Nuland-Troost, Marjolein; Varanini, Filippo; Vargas Auccalla, Teofilo; Vargas Oliva, Danaisis; Vaughan, Noah; Vaziri, Kamran; Vázquez-Ramos, Alicia; Vega, Juan; Vences, Joana; Ventura, Sandro; Verdugo, Antonio; Vergani, Stefano; Verzocchi, Marco; Vetter, Kurt; Vicenzi, Matteo; Vieira de Souza, Henrique; Vignoli, Chiara; Vilela, Cristovao; Villa, Emanuele; Viola, Salvatore; Viren, Brett; Vizarreta, Renzo; Vizcaya Hernandez, Ana; Vlachos, Sotorios; Vorobyev, Grigory; Vuong, Quynh; Waldron, Abigail; Wallach, Maya; Walsh, Joseph; Walton, Tammy; Wan, Linyan; Wang, Biao; Wang, Hanguo; Wang, Jingbo; Wang, Li; Wang, Michael; Wang, Xiaoran; Wang, Yi; Warburton, Karl; Warner, David; Warsame, Liban; Wascko, Morgan; Waters, David; Watson, Alan; Wawrowska, Klaudia; Weber, Alfons; Weber, Colin; Weber, Michele; Wei, Hanyu; Weinstein, Amanda; Westerdale, Shawn; Wetstein, Matthew; Whalen, Kathleen; White, Angela; Whitehead, Leigh; Whittington, Denver; Wieler, Felipe; Wilhlemi, James; Wilking, Michael; Wilkinson, Alexander; Wilkinson, Callum; Wilson, Fergus; Wilson, Robert; Winter, Peter; Wolcott, Jeremy; Wolfs, Jean; Wongjirad, Taritree; Wood, Anthony; Wood, Kevin; Worcester, Elizabeth; Worcester, Matthew; Wresilo, Karolina; Wrobel, Megan; Wu, Shaowei; Wu, Wanwei; Wu, Wenjie; Wurm, Michael; Wyenberg, Jason; Wynne, Benjamin; Xiao, Yiwen; Xiotidis, Ioannis; Yaeggy, Barbara; Yahlali, Nadia; Yandel, Erin; Yang, Jiangmei; Yang, Tingjun; Yankelevich, Alejandro; Yates, Lauren; Yonehara, Katsuya; Young, Tim; Yu, Bo; Yu, Haiwang; Yu, Jae; Yu, Yiding; Yuan, Wenlong; Zaki, Rowan; Zalesak, Jaroslav; Zambelli, Laura; Zamorano, Bruno; Zani, Andrea; Zapata Noreña, Oscar; Zazueta, Luis; Zeller, Geralyn; Zennamo, Joseph; Zettlemoyer, Jacob; Zeug, Kyle; Zhang, Chao; Zhang, Shuaixiang; Zhao, Manhong; Zhivun, Elena; Zimmerman, Eric; Zucchelli, Stefano; Zuklin, Josef; Zutshi, Vishnu; Zwaska, Robert |
| Contributors: |
Laboratoire de l'Accélérateur Linéaire (LAL); Université Paris-Sud - Paris 11 (UP11)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS); Institut de Physique des 2 Infinis de Lyon (IP2I Lyon); Université Claude Bernard Lyon 1 (UCBL); Université de Lyon-Université de Lyon-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS); Commissariat à l'énergie atomique et aux énergies alternatives (CEA); AstroParticule et Cosmologie (APC (UMR_7164)); Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Observatoire de Paris; Centre National de la Recherche Scientifique (CNRS)-Université Paris Sciences et Lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Sciences et Lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité); Laboratoire de Physique Subatomique et de Cosmologie (LPSC); Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP); Université Grenoble Alpes (UGA); Laboratoire d'Annecy de Physique des Particules (LAPP); Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Savoie Mont Blanc (USMB Université de Savoie Université de Chambéry )-Centre National de la Recherche Scientifique (CNRS); DUNE |
| Source: |
Eur.Phys.J.C ; https://hal.science/hal-04958489 ; Eur.Phys.J.C, 2025, 85 (697), pp.697. ⟨10.1140/epjc/s10052-025-14313-8⟩ |
| Publisher Information: |
CCSD |
| Publication Year: |
2025 |
| Collection: |
Université Savoie Mont Blanc: HAL |
| Subject Terms: |
[PHYS.HEXP]Physics [physics]/High Energy Physics - Experiment [hep-ex] |
| Description: |
International audience ; The Pandora Software Development Kit and algorithm libraries perform reconstruction of neutrino interactions in liquid argon time projection chamber detectors. Pandora is the primary event reconstruction software used at the Deep Underground Neutrino Experiment, which will operate four large-scale liquid argon time projection chambers at the far detector site in South Dakota, producing high-resolution images of charged particles emerging from neutrino interactions. While these high-resolution images provide excellent opportunities for physics, the complex topologies require sophisticated pattern recognition capabilities to interpret signals from the detectors as physically meaningful objects that form the inputs to physics analyses. A critical component is the identification of the neutrino interaction vertex. Subsequent reconstruction algorithms use this location to identify the individual primary particles and ensure they each result in a separate reconstructed particle. A new vertex-finding procedure described in this article integrates a U-ResNet neural network performing hit-level classification into the multi-algorithm approach used by Pandora to identify the neutrino interaction vertex. The machine learning solution is seamlessly integrated into a chain of pattern-recognition algorithms. The technique substantially outperforms the previous BDT-based solution, with a more than 20% increase in the efficiency of sub-1 cm vertex reconstruction across all neutrino flavours. |
| Document Type: |
article in journal/newspaper |
| Language: |
English |
| Relation: |
info:eu-repo/semantics/altIdentifier/arxiv/2502.06637; ARXIV: 2502.06637; INSPIRE: 2878306 |
| DOI: |
10.1140/epjc/s10052-025-14313-8 |
| Availability: |
https://hal.science/hal-04958489; https://doi.org/10.1140/epjc/s10052-025-14313-8 |
| Accession Number: |
edsbas.27DA5172 |
| Database: |
BASE |