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  1. Book ; Online: A Deep Neural Network for Pixel-Level Electromagnetic Particle Identification in the MicroBooNE Liquid Argon Time Projection Chamber

    MicroBooNE collaboration / Adams, C. / Alrashed, M. / An, R. / Anthony, J. / Asaadi, J. / Ashkenazi, A. / Auger, M. / Balasubramanian, S. / Baller, B. / Barnes, C. / Barr, G. / Bass, M. / Bay, F. / Bhat, A. / Bhattacharya, K. / Bishai, M. / Blake, A. / Bolton, T. /
    Camilleri, L. / Caratelli, D. / Terrazas, I. Caro / Carr, R. / Fernandez, R. Castillo / Cavanna, F. / Cerati, G. / Chen, Y. / Church, E. / Cianci, D. / Cohen, E. / Collin, G. H. / Conrad, J. M. / Convery, M. / Cooper-Troendle, L. / Crespo-Anadon, J. I. / Del Tutto, M. / Devitt, D. / Diaz, A. / Duffy, K. / Dytman, S. / Eberly, B. / Ereditato, A. / Sanchez, L. Escudero / Esquivel, J. / Evans, J. J. / Fadeeva, A. A. / Fitzpatrick, R. S. / Fleming, B. T. / Franco, D. / Furmanski, A. P.

    2018  

    Abstract: We have developed a convolutional neural network (CNN) that can make a pixel-level prediction of objects in image data recorded by a liquid argon time projection chamber (LArTPC) for the first time. We describe the network design, training techniques, ... ...

    Abstract We have developed a convolutional neural network (CNN) that can make a pixel-level prediction of objects in image data recorded by a liquid argon time projection chamber (LArTPC) for the first time. We describe the network design, training techniques, and software tools developed to train this network. The goal of this work is to develop a complete deep neural network based data reconstruction chain for the MicroBooNE detector. We show the first demonstration of a network's validity on real LArTPC data using MicroBooNE collection plane images. The demonstration is performed for stopping muon and a $\nu_\mu$ charged current neutral pion data samples.
    Keywords High Energy Physics - Experiment ; Computer Science - Computer Vision and Pattern Recognition ; Physics - Data Analysis ; Statistics and Probability ; Physics - Instrumentation and Detectors
    Publishing date 2018-08-22
    Publishing country us
    Document type Book ; Online
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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  2. Article: Prospects for beyond the Standard Model physics searches at the Deep Underground Neutrino Experiment: DUNE Collaboration.

    Abi, B / Acciarri, R / Acero, M A / Adamov, G / Adams, D / Adinolfi, M / Ahmad, Z / Ahmed, J / Alion, T / Monsalve, S Alonso / Alt, C / Anderson, J / Andreopoulos, C / Andrews, M P / Andrianala, F / Andringa, S / Ankowski, A / Antonova, M / Antusch, S /
    Aranda-Fernandez, A / Ariga, A / Arnold, L O / Arroyave, M A / Asaadi, J / Aurisano, A / Aushev, V / Autiero, D / Azfar, F / Back, H / Back, J J / Backhouse, C / Baesso, P / Bagby, L / Bajou, R / Balasubramanian, S / Baldi, P / Bambah, B / Barao, F / Barenboim, G / Barker, G J / Barkhouse, W / Barnes, C / Barr, G / Monarca, J Barranco / Barros, N / Barrow, J L / Bashyal, A / Basque, V / Bay, F / Alba, J L Bazo / Beacom, J F / Bechetoille, E / Behera, B / Bellantoni, L / Bellettini, G / Bellini, V / Beltramello, O / Belver, D / Benekos, N / Neves, F Bento / Berger, J / Berkman, S / Bernardini, P / Berner, R M / 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 / Siffert, B Blanco / Blaszczyk, F D M / Blazey, G C / 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, S B / Boyden, D / Bracinik, J / Braga, D / Brailsford, D / Brandt, A / Bremer, J / Brew, C / Brianne, E / Brice, S J / 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 / Terrazas, I Caro / Carranza, H / Castillo, A / Castromonte, C / Cattadori, C / Cavalier, F / Cavanna, F / Centro, S / Cerati, G / Cervelli, A / Villanueva, A Cervera / 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, T E / Cocco, A G / Coelho, J A B / Conley, E / Conrad, J M / Convery, M / Corwin, L / Cotte, P / Cremaldi, L / Cremonesi, L / Crespo-Anadón, J I / Cristaldo, E / Cross, R / Cuesta, C / Cui, Y / Cussans, D / Dabrowski, M / da Motta, H / Peres, L Da Silva / David, C / David, Q / Davies, G S / Davini, S / Dawson, J / De, K / De Almeida, R M / Debbins, P / De Bonis, I / Decowski, M P / de Gouvêa, A / De Holanda, P C / De Icaza Astiz, I L / Deisting, A / De Jong, P / Delbart, A / Delepine, D / Delgado, M / Dell'Acqua, A / De Lurgio, P / de Mello Neto, J R T / DeMuth, D M / Dennis, S / Densham, C / Deptuch, G / De Roeck, A / De Romeri, V / De Vries, J J / Dharmapalan, R / Dias, M / Diaz, F / Díaz, J S / Di Domizio, S / Di Giulio, L / Ding, P / Di Noto, L / Distefano, C / Diurba, R / Diwan, M / Djurcic, Z / Dokania, N / Dolinski, M J / Domine, L / Douglas, D / Drielsma, F / Duchesneau, D / Duffy, K / Dunne, P / Durkin, T / Duyang, H / Dvornikov, O / Dwyer, D A / Dyshkant, A S / Eads, M / Edmunds, D / Eisch, J / Emery, S / Ereditato, A / Escobar, C O / Sanchez, L Escudero / Evans, J J / Ewart, E / Ezeribe, A C / 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, R S / 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, A P / 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, M Á / Gardiner, S / Gastler, D / Ge, G / Gelli, B / Gendotti, A / Gent, S / Ghorbani-Moghaddam, Z / Gibin, D / Gil-Botella, I / Girerd, C / Giri, A K / Gnani, D / Gogota, O / Gold, M / Gollapinni, S / Gollwitzer, K / Gomes, R A / Bermeo, L V Gomez / Fajardo, L S Gomez / Gonnella, F / Gonzalez-Cuevas, J A / Goodman, M C / 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, W C / Groh, M / Grudzinski, J / Grzelak, K / Gu, W / Guarino, V / Guenette, R / Guglielmi, A / Guo, B / Guthikonda, K K / Gutierrez, R / Guzowski, P / Guzzo, M M / 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, D A / Hartnell, J / Hasegawa, T / Hatcher, R / Hazen, E / Heavey, A / Heeger, K M / Heise, J / Hennessy, K / Henry, S / Morquecho, M A Hernandez / Herner, K / Hertel, L / Hesam, A S / Hewes, J / Higuera, A / Hill, T / Hillier, S J / Himmel, A / Hoff, J / Hohl, C / Holin, A / Hoppe, E / Horton-Smith, G A / Hostert, M / Hourlier, A / Howard, B / Howell, R / Huang, J / Hugon, J / Iles, G / Ilic, N / Iliescu, A M / 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, C K / Junk, T / Jwa, Y / Kabirnezhad, M / Kaboth, A / Kadenko, I / Kamiya, F / Karagiorgi, G / Karcher, A / Karolak, M / Karyotakis, Y / Kasai, S / Kasetti, S P / Kashur, L / Kazaryan, N / Kearns, E / Keener, P / Kelly, K J / Kemp, E / Ketchum, W / Kettell, S H / Khabibullin, M / Khotjantsev, A / Khvedelidze, A / Kim, D / King, B / Kirby, B / Kirby, M / Klein, J / Koehler, K / Koerner, L W / Kohn, S / Koller, P P / Kordosky, M / Kosc, T / Kose, U / Kostelecký, V A / Kothekar, K / Krennrich, F / Kreslo, I / Kudenko, Y / Kudryavtsev, V A / Kulagin, S / Kumar, J / Kumar, R / Kuruppu, C / Kus, V / Kutter, T / Lambert, A / Lande, K / Lane, C E / Lang, K / Langford, T / Lasorak, P / Last, D / Lastoria, C / Laundrie, A / Lawrence, A / Lazanu, I / LaZur, R / Le, T / Learned, J / LeBrun, P / Miotto, G Lehmann / Lehnert, R / de Oliveira, M A Leigui / Leitner, M / Leyton, M / Li, L / Li, S / Li, S W / Li, T / Li, Y / Liao, H / Lin, C S / Lin, S / Lister, A / Littlejohn, B R / Liu, J / Lockwitz, S / Loew, T / Lokajicek, M / Lomidze, I / Long, K / Loo, K / Lorca, D / Lord, T / LoSecco, J M / Louis, W C / Luk, K B / Luo, X / Lurkin, N / Lux, T / Luzio, V P / MacFarland, D / Machado, A A / Machado, P / Macias, C T / Macier, J R / Maddalena, A / Madigan, P / Magill, S / Mahn, K / Maio, A / Maloney, J A / Mandrioli, G / Maneira, J / Manenti, L / Manly, S / Mann, A / Manolopoulos, K / Plata, M Manrique / Marchionni, A / Marciano, W / Marfatia, D / Mariani, C / Maricic, J / Marinho, F / Marino, A D / Marshak, M / Marshall, C / Marshall, J / Marteau, J / Martin-Albo, J / Martinez, N / Caicedo, D A Martinez / 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, K S / McGrew, C / McNab, A / Mefodiev, A / Mehta, P / Melas, P / Mellinato, M / Mena, O / Menary, S / Mendez, H / Menegolli, A / 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Nowak, J A / Oberling, M / Del Campo, A Olivares / Olivier, A / Onel, Y / Onishchuk, Y / Ott, J / Pagani, L / Pakvasa, S / Palamara, O / Palestini, S / Paley, J M / Pallavicini, M / Palomares, C / Pantic, E / Paolone, V / Papadimitriou, V / Papaleo, R / Papanestis, A / Paramesvaran, S / Park, J C / Parke, S / Parsa, Z / Parvu, M / Pascoli, S / Pasqualini, L / Pasternak, J / Pater, J / Patrick, C / Patrizii, L / Patterson, R B / Patton, S J / Patzak, T / Paudel, A / Paulos, B / Paulucci, L / Pavlovic, Z / Pawloski, G / Payne, D / Pec, V / Peeters, S J M / Penichot, Y / Pennacchio, E / Penzo, A / Peres, O L G / 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, B V K S / Pozimski, J / Pozzato, M / Prakash, S / Prakash, T / Prince, S / Prior, G / Pugnere, D / Qi, K / Qian, X / Raaf, J L / 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    The European physical journal. C, Particles and fields

    2021  Volume 81, Issue 4, Page(s) 322

    Abstract: The Deep Underground Neutrino Experiment (DUNE) will be a powerful tool for a variety of physics topics. The high-intensity proton beams provide a large neutrino flux, sampled by a near detector system consisting of a combination of capable precision ... ...

    Abstract The Deep Underground Neutrino Experiment (DUNE) will be a powerful tool for a variety of physics topics. The high-intensity proton beams provide a large neutrino flux, sampled by a near detector system consisting of a combination of capable precision detectors, and by the massive far detector system located deep underground. This configuration sets up DUNE as a machine for discovery, as it enables opportunities not only to perform precision neutrino measurements that may uncover deviations from the present three-flavor mixing paradigm, but also to discover new particles and unveil new interactions and symmetries beyond those predicted in the Standard Model (SM). Of the many potential beyond the Standard Model (BSM) topics DUNE will probe, this paper presents a selection of studies quantifying DUNE's sensitivities to sterile neutrino mixing, heavy neutral leptons, non-standard interactions, CPT symmetry violation, Lorentz invariance violation, neutrino trident production, dark matter from both beam induced and cosmogenic sources, baryon number violation, and other new physics topics that complement those at high-energy colliders and significantly extend the present reach.
    Language English
    Publishing date 2021-04-16
    Publishing country France
    Document type Journal Article
    ZDB-ID 1459069-4
    ISSN 1434-6052 ; 1434-6044
    ISSN (online) 1434-6052
    ISSN 1434-6044
    DOI 10.1140/epjc/s10052-021-09007-w
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