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Supernova neutrino burst detection with the Deep Underground Neutrino Experiment

Title: Supernova neutrino burst detection with the Deep Underground Neutrino Experiment
Authors: Abi, B; Acciarri, R; Acero, MA; Adamov, G; Adams, D; Adinolfi, M; Ahmad, Z; Ahmed, J; Alion, T; Alonso Monsalve, S; Alt, C; Anderson, J; Andreopoulos, C; Andrews, MP; Andrianala, F; Andringa, S; Ankowski, A; Antonova, M; Antusch, S; Aranda-Fernandez, A; Ariga, A; Arnold, LO; Arroyave, MA; Asaadi, J; Aurisano, A; Aushev, V; Autiero, D; Azfar, F; Back, H; Back, JJ; Backhouse, C; Baesso, P; Bagby, L; Bajou, R; Balasubramanian, S; Baldi, P; Bambah, B; Barao, F; Barenboim, G; Barker, GJ; Barkhouse, W; Barnes, C; Barr, G; Barranco Monarca, J; Barros, N; Barrow, JL; Bashyal, A; Basque, V; Bay, F; Alba, JLB; Beacom, JF; Bechetoille, E; Behera, B; Bellantoni, L; Bellettini, G; Bellini, V; Beltramello, O; Belver, D; Benekos, N; Bento Neves, F; Berger, J; Berkman, S; Bernardini, P; Berner, RM; Berns, H; Bertolucci, S; Betancourt, M; Bezawada, Y; Bhattacharjee, M; Bhuyan, B; Biagi, S; Bian, J; Biassoni, M; Biery, K; Bilki, B; Bishai, M; Bitadze, A; Blake, A; Blanco Siffert, B; Blaszczyk, FDM; Blazey, GC; Blucher, E; Boissevain, J; Bolognesi, S; Bolton, T; Bonesini, M; Bongrand, M; Bonini, F; Booth, A; Booth, C; Bordoni, S; Borkum, A; Boschi, T; Bostan, N; Bour, P; Boyd, SB; Boyden, D; Bracinik, J; Braga, D; Brailsford, D; Brandt, A; Bremer, J; Brew, C; Brianne, E; Brice, SJ; Brizzolari, C; Bromberg, C; Brooijmans, G; Brooke, J; Bross, A; Brunetti, G; Buchanan, N; Budd, H; Caiulo, D; Calafiura, P; Calcutt, J; Calin, M; Calvez, S; Calvo, E; Camilleri, L; Caminata, A; Campanelli, M; Caratelli, D; Carini, G; Carlus, B; Carniti, P; Caro Terrazas, I; Carranza, H; Castillo, A; Castromonte, C; Cattadori, C; Cavalier, F; Cavanna, F; Centro, S; Cerati, G; Cervelli, A; Cervera Villanueva, A; Chalifour, M; Chang, C; Chardonnet, E; Chatterjee, A; Chattopadhyay, S; Chaves, J; Chen, H; Chen, M; Chen, Y; Cherdack, D; Chi, C; Childress, S; Chiriacescu, A; Cho, K; Choubey, S; Christensen, A; Christian, D; Christodoulou, G; Church, E; Clarke, P; Coan, TE; Cocco, AG; Coelho, JAB; Conley, E; Conrad, JM; Convery, M; Corwin, L; Cotte, P; Cremaldi, L; Cremonesi, L; Crespo-Anadón, JI; Cristaldo, E; Cross, R; Cuesta, C; Cui, Y; Cussans, D; Dabrowski, M; da Motta, H; Da Silva Peres, L; David, C; David, Q; Davies, GS; Davini, S; Dawson, J; De, K; De Almeida, RM; Debbins, P; De Bonis, I; Decowski, MP; de Gouvêa, A; De Holanda, PC; De Icaza Astiz, IL; Deisting, A; De Jong, P; Delbart, A; Delepine, D; Delgado, M; Dell-Acqua, A; De Lurgio, P; de Mello Neto, JRT; DeMuth, DM; Dennis, S; Densham, C; Deptuch, G; De Roeck, A; De Romeri, V; De Vries, JJ; Dharmapalan, R; Dias, M; Diaz, F; Díaz, JS; Di Domizio, S; Di Giulio, L; Ding, P; Di Noto, L; Distefano, C; Diurba, R; Diwan, M; Djurcic, Z; Dokania, N; Dolinski, MJ; Domine, L; Douglas, D; Drielsma, F; Duchesneau, D; Duffy, K; Dunne, P; Durkin, T; Duyang, H; Dvornikov, O; Dwyer, DA; Dyshkant, AS; Eads, M; Edmunds, D; Eisch, J; Emery, S; Ereditato, A; Escobar, CO; Escudero Sanchez, L; Evans, JJ; Ewart, E; Ezeribe, AC; Fahey, K; Falcone, A; Farnese, C; Farzan, Y; Felix, J; Fernandez-Martinez, E; Fernandez Menendez, P; Ferraro, F; Fields, L; Filkins, A; Filthaut, F; Fitzpatrick, RS; Flanagan, W; Fleming, B; Flight, R; Fowler, J; Fox, W; Franc, J; Francis, K; Franco, D; Freeman, J; Freestone, J; Fried, J; Friedland, A; Fuess, S; Furic, I; Furmanski, AP; Gago, A; Gallagher, H; Gallego-Ros, A; Gallice, N; Galymov, V; Gamberini, E; Gamble, T; Gandhi, R; Gandrajula, R; Gao, S; Garcia-Gamez, D; García-Peris, MÁ; Gardiner, S; Gastler, D; Ge, G; Gelli, B; Gendotti, A; Gent, S; Ghorbani-Moghaddam, Z; Gibin, D; Gil-Botella, I; Girerd, C; Giri, AK; Gnani, D; Gogota, O; Gold, M; Gollapinni, S; Gollwitzer, K; Gomes, RA; Gomez Bermeo, LV; Gomez Fajardo, LS; Gonnella, F; Gonzalez-Cuevas, JA; Goodman, MC; Goodwin, O; Goswami, S; Gotti, C; Goudzovski, E; Grace, C; Graham, M; Gramellini, E; Gran, R; Granados, E; Grant, A; Grant, C; Gratieri, D; Green, P; Green, S; Greenler, L; Greenwood, M; Greer, J; Griffith, WC; Groh, M; Grudzinski, J; Grzelak, K; Gu, W; Guarino, V; Guenette, R; Guglielmi, A; Guo, B; Guthikonda, KK; Gutierrez, R; Guzowski, P; Guzzo, MM; Gwon, S; Habig, A; Hackenburg, A; Hadavand, H; Haenni, R; Hahn, A; Haigh, J; Haiston, J; Hamernik, T; Hamilton, P; Han, J; Harder, K; Harris, DA; Hartnell, J; Hasegawa, T; Hatcher, R; Hazen, E; Heavey, A; Heeger, KM; Heise, J; Hennessy, K; Henry, S; Hernandez Morquecho, MA; Herner, K; Hertel, L; Hesam, AS; Hewes, J; Higuera, A; Hill, T; Hillier, SJ; Himmel, A; Hoff, J; Hohl, C; Holin, A; Hoppe, E; Horton-Smith, GA; Hostert, M; Hourlier, A; Howard, B; Howell, R; Huang, J; Hugon, J; Iles, G; Ilic, N; Iliescu, AM; Illingworth, R; Ioannisian, A; Itay, R; Izmaylov, A; James, E; Jargowsky, B; Jediny, F; Jesùs-Valls, C; Ji, X; Jiang, L; Jiménez, S; Jipa, A; Joglekar, A; Johnson, C; Johnson, R; Jones, B; Jones, S; Jung, CK; Junk, T; Jwa, Y; Kabirnezhad, M; Kaboth, A; Kadenko, I; Kamiya, F; Karagiorgi, G; Karcher, A; Karolak, M; Karyotakis, Y; Kasai, S; Kasetti, SP; Kashur, L; Kazaryan, N; Kearns, E; Keener, P; Kelly, KJ; Kemp, E; Ketchum, W; Kettell, SH; Khabibullin, M; Khotjantsev, A; Khvedelidze, A; Kim, D; King, B; Kirby, B; Kirby, M; Klein, J; Koehler, K; Koerner, LW; Kohn, S; Koller, PP; Kordosky, M; Kosc, T; Kose, U; Kostelecký, VA; Kothekar, K; Krennrich, F; Kreslo, I; Kudenko, Y; Kudryavtsev, VA; Kulagin, S; Kumar, J; Kumar, R; Kuruppu, C; Kus, V; Kutter, T; Lambert, A; Lande, K; Lane, CE; Lang, K; Langford, T; Lasorak, P; Last, D; Lastoria, C; Laundrie, A; Lawrence, A; Lazanu, I; LaZur, R; Le, T; Learned, J; LeBrun, P; Lehmann Miotto, G; Lehnert, R; Leigui de Oliveira, MA; Leitner, M; Leyton, M; Li, L; Li, S; Li, SW; Li, T; Li, Y; Liao, H; Lin, CS; Lin, S; Lister, A; Littlejohn, BR; Liu, J; Lockwitz, S; Loew, T; Lokajicek, M; Lomidze, I; Long, K; Loo, K; Lorca, D; Lord, T; LoSecco, JM; Louis, WC; Luk, KB; Luo, X; Lurkin, N; Lux, T; Luzio, VP; MacFarland, D; Machado, AA; Machado, P; Macias, CT; Macier, JR; Maddalena, A; Madigan, P; Magill, S; Mahn, K; Maio, A; Major, A; Maloney, JA; Mandrioli, G; Maneira, J; Manenti, L; Manly, S; Mann, A; Manolopoulos, K; Manrique Plata, M; Marchionni, A; Marciano, W; Marfatia, D; Mariani, C; Maricic, J; Marinho, F; Marino, AD; Marshak, M; Marshall, C; Marshall, J; Marteau, J; Martin-Albo, J; Martinez, N; Martinez Caicedo, DA; Martynenko, S; Mason, K; Mastbaum, A; Masud, M; Matsuno, S; Matthews, J; Mauger, C; Mauri, N; Mavrokoridis, K; Mazza, R; Mazzacane, A; Mazzucato, E; McCluskey, E; McConkey, N; McFarland, KS; McGrew, C; McNab, A; Mefodiev, A; Mehta, P; Melas, P; Mellinato, M; Mena, O; Menary, S; Mendez, H; Menegolli, A; Meng, G; Messier, MD; Metcalf, W; Mewes, M; Meyer, H; Miao, T; Michna, G; Miedema, T; Migenda, J; Milincic, R; Miller, W; Mills, J; Milne, C; Mineev, O; Miranda, OG; Miryala, S; Mishra, CS; Mishra, SR; Mislivec, A; Mladenov, D; Mocioiu, I; Moffat, K; Moggi, N; Mohanta, R; Mohayai, TA; Mokhov, N; Molina, J; Molina Bueno, L; Montanari, A; Montanari, C; Montanari, D; Montano Zetina, LM; Moon, J; Mooney, M; Moor, A; Moreno, D; Morgan, B; Morris, C; Mossey, C; Motuk, E; Moura, CA; Mousseau, J; Mu, W; Mualem, L; Mueller, J; Muether, M; Mufson, S; Muheim, F; Muir, A; Mulhearn, M; Muramatsu, H; Murphy, S; Musser, J; Nachtman, J; Nagu, S; Nalbandyan, M; Nandakumar, R; Naples, D; Narita, S; Navas-Nicolás, D; Nayak, N; Nebot-Guinot, M; Necib, L; Negishi, K; Nelson, JK; Nesbit, J; Nessi, M; Newbold, D; Newcomer, M; Newhart, D; Nichol, R; Niner, E; Nishimura, K; Norman, A; Norrick, A; Northrop, R; Novella, P; Nowak, JA; Oberling, M; Olivares Del Campo, A; Olivier, A; Onel, Y; Onishchuk, Y; Ott, J; Pagani, L; Pakvasa, S; Palamara, O; Palestini, S; Paley, JM; Pallavicini, M; Palomares, C; Pantic, E; Paolone, V; Papadimitriou, V; Papaleo, R; Papanestis, A; Paramesvaran, S; Parke, S; Parsa, Z; Parvu, M; Pascoli, S; Pasqualini, L; Pasternak, J; Pater, J; Patrick, C; Patrizii, L; Patterson, RB; Patton, SJ; Patzak, T; Paudel, A; Paulos, B; Paulucci, L; Pavlovic, Z; Pawloski, G; Payne, D; Pec, V; Peeters, SJM; Penichot, Y; Pennacchio, E; Penzo, A; Peres, OLG; Perry, J; Pershey, D; Pessina, G; Petrillo, G; Petta, C; Petti, R; Piastra, F; Pickering, L; Pietropaolo, F; Pillow, J; Pinzino, J; Plunkett, R; Poling, R; Pons, X; Poonthottathil, N; Pordes, S; Potekhin, M; Potenza, R; Potukuchi, BVKS; Pozimski, J; Pozzato, M; Prakash, S; Prakash, T; Prince, S; Prior, G; Pugnere, D; Qi, K; Qian, X; Raaf, JL; Raboanary, R; Radeka, V; Rademacker, J; Radics, B; Rafique, A; Raguzin, E; Rai, M; Rajaoalisoa, M; Rakhno, I; Rakotondramanana, HT; Rakotondravohitra, L; Ramachers, YA; Rameika, R; Ramirez Delgado, MA; Ramson, B; Rappoldi, A; Raselli, G; Ratoff, P; Ravat, S; Razafinime, H; Real, JS; Rebel, B; Redondo, D; Reggiani-Guzzo, M; Rehak, T; Reichenbacher, J; Reitzner, SD; Renshaw, A; Rescia, S; Resnati, F; Reynolds, A; Riccobene, G; Rice, LCJ; Rielage, K; Rigaut, Y; Rivera, D; Rochester, L; Roda, M; Rodrigues, P; Rodriguez Alonso, MJ; Rodriguez Rondon, J; Roeth, AJ; Rogers, H; Rosauro-Alcaraz, S; Rossella, M; Rout, J; 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Publisher Information: SpringerOpen
Publication Year: 2025
Collection: Oxford University Research Archive (ORA)
Description: We investigate the feasibility of using deep learning techniques, in the form of a one-dimensional convolutional neural network (1D-CNN), for the extraction of signals from the raw waveforms produced by the individual channels of liquid argon time projection chamber (LArTPC) detectors. A minimal generic LArTPC detector model is developed to generate realistic noise and signal waveforms used to train and test the 1D-CNN, and evaluate its performance on low-level signals. We demonstrate that our approach overcomes the inherent shortcomings of traditional cut-based methods by extending sensitivity to signals with ADC values below their imposed thresholds. This approach exhibits great promise in enhancing the capabilities of future generation neutrino experiments like DUNE to carry out their low-energy neutrino physics programs
Document Type: article in journal/newspaper
Language: English
DOI: 10.1140/epjc/s10052-021-09166-w
Availability: https://doi.org/10.1140/epjc/s10052-021-09166-w; https://ora.ox.ac.uk/objects/uuid:580e5c6b-05ea-4c2c-9ca4-3e5be24c2b72
Rights: info:eu-repo/semantics/openAccess ; CC Attribution (CC BY)
Accession Number: edsbas.281399BD
Database: BASE