1 research outputs found
Separation of track- and shower-like energy deposits in ProtoDUNE-SP using a convolutional neural network
- Author
- Abi B
- Abud A Abed
- Acciarri R
- Acero MA
- Adames MR
- Adamov G
- Adamowski M
- Adams D
- Adinolfi M
- Aduszkiewicz A
- Aguilar J
- Ahmad Z
- Ahmed J
- Aimard B
- Ali-Mohammadzadeh B
- Alion T
- Allison K
- AlRashed M
- Alt C
- Alton A
- Alvarez R
- Amedo P
- Anderson J
- Andreopoulos C
- Andreotti M
- Andrews M
- Andrianala F
- Andringa S
- Anfimov N
- Ankowski A
- Antoniassi M
- Antonova M
- Antoshkin A
- Antusch S
- Aranda-Fernandez A
- Arellano L
- Arnold LO
- Arroyave MA
- Asaadi J
- Asquith L
- Aurisano A
- Aushev V
- Autiero D
- Ayala-Torres M
- Azfar F
- Babicz M
- Back A
- Back H
- Back JJ
- Backhouse C
- Bagaturia I
- Bagby L
- Balashov N
- Balasubramanian S
- Baldi P
- Baller B
- Bambah B
- Barao F
- Barenboim G
- Barker G
- Barkhouse W
- Barnes C
- Barr G
- Barranco Monarca J
- Barros A
- Barros N
- Barrow JL
- Basharina-Freshville A
- Bashyal A
- Basque V
- Batchelor C
- Battat J
- Battisti F
- Bay F
- Bazetto MCQ
- Bazo Alba J
- Beacom JF
- Bechetoille E
- Behera B
- Beigbeder C
- Bellantoni L
- Bellettini G
- Bellini V
- Beltramello O
- Benekos N
- Benitez Montiel C
- Berger J
- Berkman S
- Bernardini P
- Berner RM
- Bersani A
- Bertolucci S
- Betancourt M
- Betancur Rodriguez A
- Bevan A
- Bezawada Y
- Bezerra TS
- Bhardwaj A
- Bhatnagar V
- Bhattacharjee M
- Bhattarai D
- Bhuller S
- Bhuyan B
- Biagi S
- Bian J
- Biassoni M
- Biery K
- Bilki B
- Bishai M
- Bitadze A
- Blake A
- Blaszczyk F
- Blazey G
- Blucher E
- Boissevain J
- Bolognesi S
- Bolton T
- Bomben L
- Bonesini M
- Bongrand M
- Bonilla-Diaz C
- Bonini F
- Booth A
- Boran F
- Bordoni S
- Borkum A
- Bostan N
- Bour P
- Bourgeois C
- Boyden D
- Bracinik J
- Braga D
- Brailsford D
- Branca A
- Brandt A
- Bremer J
- Breton D
- Brew C
- Brice SJ
- Brizzolari C
- Bromberg C
- Brooke J
- Bross A
- Brunetti G
- Brunetti M
- Buchanan N
- Budd H
- Bueno L Molina
- Butorov I
- Cagnoli I
- Cai T
- Caiulo D
- Calabrese R
- Calafiura P
- Calcutt J
- Calin M
- Calvez S
- Calvo E
- Caminata A
- Campanelli M
- Caratelli D
- Carber D
- Carceller J
- Carini G
- Carlus B
- Carneiro MF
- Carniti P
- Carranza H
- Carroll T
- Castano Forero JF
- Castillo A
- Castromonte C
- Catano-Mur E
- Cattadori C
- Cavalier F
- Cavallaro G
- Cavanna F
- Centro S
- Cerati G
- Cervelli A
- Cervera Villanueva A
- Chalifour M
- Chappell A
- Chardonnet E
- Charitonidis N
- Chatterjee A
- Chattopadhyay S
- Chen H
- Chen M
- Chen Y
- Chen Z
- Chen-Wishart Z
- Cheon Y
- Cherdack D
- Chi C
- Childress S
- Chirco R
- Chiriacescu A
- Chisnall G
- Cho K
- Choate S
- Chokheli D
- Chong PS
- Christensen A
- Christian D
- Christodoulou G
- Chukanov A
- Chung M
- Church E
- Cicero V
- Clarke P
- Cline G
- Coan TE
- Cocco AG
- Coelho J
- Colton N
- Conley E
- Conley R
- Conrad J
- Convery M
- Copello S
- Cova P
- Cremaldi L
- Cremonesi L
- Crespo-Anadon JI
- Crisler M
- Cristaldo E
- Crnkovic J
- Cross R
- Cudd A
- Cuesta C
- Cui Y
- Cussans D
- Da Motta H
- Dalager O
- das Chagas E Batista
- David C
- David Q
- Davies GS
- Davini S
- Dawson J
- De Bonis I
- De Gouvea A
- De Holanda PC
- De Icaza Astiz IL
- De Jong P
- De Lurgio P
- De Mello Neto JR
- de Oliveira M Leigui
- De Roeck A
- De Romeri V
- De Souza G
- de Souza H Vieira
- De K
- De S
- Debbins P
- Decowski M
- Deisting A
- Delbart A
- Delepine D
- Delgado M
- Delgado M Ramirez
- Dell'Acqua A
- Delmonte N
- DeMuth DM
- Dennis S
- Densham C
- Deptuch GW
- Devi R
- Dharmapalan R
- Di Domizio S
- Di Giulio L
- Di Noto L
- Dias M
- Diaz F
- Diaz J
- Ding P
- Dirkx G
- Distefano C
- Diurba R
- Diwan M
- Djurcic Z
- Doering D
- Dolan S
- Dolek F
- Dolinski M
- Domine L
- Donon Y
- Douglas D
- Douillet D
- Dragone A
- Drake G
- Drielsma F
- Duarte L
- Duchesneau D
- Duffy K
- Dunne P
- Dutta B
- Duyang H
- Dvornikov O
- Dwyer D
- Dyshkant A
- Eads M
- Earle A
- Edmunds D
- Eisch J
- Emberger L
- Emery S
- Englezos P
- Ereditato A
- Erjavec T
- Escobar C
- Eurin G
- Evans JJ
- Ewart E
- Ezeribe AC
- Fahey K
- Falcone A
- Fani M
- Farnese C
- Farzan Y
- Fedoseev D
- Felix J
- Feng Y
- Fernandez Menendez P
- Fernandez Morales M
- Fernandez-Martinez E
- Ferraro F
- Fields L
- Filip P
- Filthaut F
- Fiorini M
- Fischer V
- Fitzpatrick RS
- Flanagan W
- Fleming B
- Flight R
- Fogarty S
- Foreman W
- Fowler J
- Fox W
- Franc J
- Francis K
- Franco D
- Freeman J
- Freestone J
- Fried J
- Friedland A
- Fuess S
- Furic IK
- Furman K
- Furmanski AP
- Gabrielli A
- Gago A
- Gallagher H
- Gallas A
- Gallego-Ros A
- Gallice N
- Galymov V
- Gamberini E
- Gamble T
- Ganacim F
- Gandhi R
- Gandrajula R
- Gao F
- Gao S
- Garcia-Gamez D
- Garcia-Peris MA
- Gardiner S
- Gastler D
- Gauvreau J
- Ge G
- Geffroy N
- Gelli B
- Gendotti A
- Gent S
- Ghorbani-Moghaddam Z
- Giammaria P
- Giammaria T
- Giangiacomi N
- Gibin D
- Gil-Botella I
- Gilligan S
- Girerd C
- Giri A
- Gnani D
- Gogota O
- Gold M
- Gollapinni S
- Gollwitzer K
- Gomes RA
- Gomez Bermeo L
- Gomez Fajardo LS
- Gonnella F
- Gonzalez-Diaz D
- Gonzalez-Lopez M
- Goodman MC
- Goodwin O
- Goswami S
- Gotti C
- Goudzovski E
- Grace C
- Gran R
- Granados E
- Granger P
- Grant A
- Grant C
- Gratieri D
- Green P
- Greenler L
- Greer J
- Grenard J
- Griffith C
- Groh M
- Grudzinski J
- Grzelak K
- Gu W
- Guardincerri E
- Guarino V
- Guarise M
- Guenette R
- Guerard E
- Guerzoni M
- Guffanti D
- Guglielmi A
- Guo B
- Gupta A
- Gupta V
- Guthikonda K
- Gutierrez R
- Guzowski P
- Guzzo MM
- Gwon S
- Ha C
- Haaf K
- Habig A
- Hadavand H
- Haenni R
- Hahn A
- Haiston J
- Hamacher-Baumann P
- Hamernik T
- Hamilton P
- Han J
- Harris DA
- Hartnell J
- Hartnett T
- Harton J
- Hasegawa T
- Hasnip C
- Hatcher R
- Hatfield KW
- Hatzikoutelis A
- Hayes C
- Hayrapetyan K
- Hays J
- Hazen E
- He M
- Heavey A
- Heeger KM
- Heise J
- Henry S
- Herner K
- Hewes J
- Hilgenberg C
- Hill T
- Hillier SJ
- Himmel A
- Hinkle E
- Hirsch LR
- Ho J
- Hoff J
- Holin A
- Hoppe E
- Horton-Smith GA
- Hostert M
- Hourlier A
- Howard B
- Howell R
- Hoyos J
- Hristova I
- Hronek MS
- Huang J
- Hulcher Z
- Iles G
- Ilic N
- Iliescu AM
- Illingworth R
- Ingratta G
- Ioannisian A
- Irwin B
- Isenhower L
- Itay R
- Jackson CM
- Jain V
- James E
- Jang W
- Jargowsky B
- Jediny F
- Jena D
- Jeong Y
- Jesus-Valls C
- Ji X
- Jiang L
- Jimenez S
- Jipa A
- Johnson R
- Johnson W
- Johnston N
- Jones B
- Jones S
- Judah M
- Jung C
- Junk T
- Jwa Y
- Kabirnezhad M
- Kaboth A
- Kadenko I
- Kakorin I
- Kalitkina A
- Kalra D
- Kamiya F
- Kaneshige N
- Kaplan DM
- Karagiorgi G
- Karaman G
- Karcher A
- Karolak M
- Karyotakis Y
- Kasai S
- Kasetti SP
- Kashur L
- Kazaryan N
- Kearns E
- Keener P
- Kelly KJ
- Kemp E
- Kemularia O
- Ketchum W
- Kettell SH
- Khabibullin M
- Khotjantsev A
- Khvedelidze A
- Kim D
- King B
- Kirby B
- Kirby M
- Klein J
- Klustova A
- Kobilarcik T
- Koehler K
- Koerner LW
- Koh DH
- Kohn S
- Koller PP
- Kolupaeva L
- Korablev D
- Kordosky M
- Kosc T
- Kose U
- Kostelecky V
- Kothekar K
- Kralik R
- Kreczko L
- Krennrich F
- Kreslo I
- Kropp W
- Kroupova T
- Kubota S
- Kudenko Y
- Kudryavtsev VA
- Kulagin S
- Kumar J
- Kumar P
- Kunze P
- Kurita N
- Kuruppu C
- Kus V
- Kutter T
- Kvasnicka J
- Kwak D
- Lambert A
- Land B
- Lane CE
- Lang K
- Langford T
- Langstaff M
- Lara V Ayala
- Larkin J
- Lasorak P
- Last D
- Laundrie A
- Laurenti G
- Lawrence A
- Lazanu I
- LaZur R
- Lazzaroni M
- Le T
- Leardini S
- Learned J
- LeBrun P
- LeCompte T
- Lee C
- Lee S
- Lehnert R
- Leitner M
- Lepin LM
- Li S
- Li Y
- Liao H
- Lin C
- Lin Q
- Lin S
- Lineros RA
- Ling J
- Lister A
- Littlejohn BR
- Liu J
- Liu Y
- Lockwitz S
- Loew T
- Lokajicek M
- Lomidze I
- Long K
- Lord T
- LoSecco J
- Louis WC
- Lu X
- Luk K
- Lunday B
- Luo X
- Luppi E
- Lux T
- Luzio VP
- Maalmi J
- MacFarlane D
- Machado A
- Machado P
- Macias C
- Macier J
- Maddalena A
- Madera A
- Madigan P
- Magill S
- Mahn K
- Maio A
- Major A
- Maloney JA
- Mandrioli G
- Mandujano RC
- Maneira JC
- Manenti L
- Manly S
- Mann A
- Manolopoulos K
- Manyam VN
- Manzanillas L
- Marchan M
- Marchionni A
- Marciano W
- Marfatia D
- Mariani C
- Maricic J
- Marie R
- Marinho F
- Marino AD
- Marsden D
- Marshak M
- Marshall C
- Marshall J
- Marteau J
- Martin-Albo J
- Martinez Caicedo DA
- Martinez Mirave P
- Martinez N
- Martynenko S
- Mascagna V
- Mason K
- Mastbaum A
- Matichard F
- Matsuno S
- Matthews J
- Mauger C
- Mauri N
- Mavrokoridis K
- Mawby I
- Mazza R
- Mazzacane A
- Mazzucato E
- McAskill T
- McCluskey E
- McConkey N
- McFarland KS
- McGrew C
- McNab A
- Mefodiev A
- Mehta P
- Melas P
- Mena O
- Mendez DP
- Mendez H
- Mendez P
- Menegolli A
- Meng G
- Messier M
- Metcalf W
- Mettler T
- Mewes M
- Meyer H
- Miao T
- Michna G
- Miedema T
- Mikola V
- Milincic R
- Miller G
- Miller W
- Mills J
- Mineev O
- Minotti A
- Miotto G Lehmann
- Miranda OG
- Miryala S
- Mishra C
- Mishra S
- Mislivec A
- Mitchell M
- Mladenov D
- Mocioiu I
- Moffat K
- Moggi N
- Mohanta R
- Mohayai TA
- Mokhov N
- Molina JA
- Monsalve S Alonso
- Montagna E
- Montanari A
- Montanari C
- Montanari D
- Montano Zetina LM
- Moon S
- Mooney M
- Moor AF
- Moreno D
- Moretti D
- Morquecho M Hernandez
- Morris C
- Mossey C
- Mote M
- Motuk E
- Moura CA
- Mousseau J
- Mouster G
- Mu W
- Mualem L
- Mueller J
- Muether M
- Mufson S
- Muheim F
- Muir A
- Mulhearn M
- Munford D
- Muramatsu H
- Murphy S
- Musser J
- Nachtman J
- Nagu S
- Nalbandyan M
- Nandakumar R
- Naples D
- Narita S
- Nath A
- Navrer-Agasson A
- Nayak N
- Nebot-Guinot M
- Negishi K
- Nelson JK
- Nesbit J
- Nessi M
- Neves F Bento
- Newbold D
- Newcomer M
- Newton H
- Neyra M Chavarry
- Nichol R
- Nicolas-Arnaldos F
- Nikolica A
- Niner E
- Nishimura K
- Norman A
- Norrick A
- Northrop R
- Novella P
- Nowak JA
- Nunes M Soares
- Oberling M
- Ochoa-Ricoux J
- Olivier A
- Olshevskiy A
- Onel Y
- Onishchuk Y
- Oregui B Tapia
- Ott J
- Pagani L
- Palacio G
- Palamara O
- Palestini S
- Paley JM
- Pallavicini M
- Palomares C
- Pantic E
- Paolone V
- Papadimitriou V
- Papaleo R
- Papanestis A
- Paramesvaran S
- Parke S
- Parozzi E
- Parsa Z
- Parvu M
- Pascoli S
- Pasqualini L
- Pasternak J
- Pater J
- Patrick C
- Patrizii L
- Patterson RB
- Patton S
- Patzak T
- Paudel A
- Paulos B
- Paulucci L
- Pavlovic Z
- Pawloski G
- Payne D
- Pec V
- Peeters SJ
- Pena Perez A
- Pennacchio E
- Penzo A
- Peres L Da Silva
- Peres OL
- Perry J
- Pershey D
- Pessina G
- Petrillo G
- Petta C
- Petti R
- Pia V
- Piastra F
- Pickering L
- Pietropaolo F
- Pimentel VL
- Pinaroli G
- Plata M Manrique
- Plows K
- Plunkett R
- Poling R
- Pompa F
- Pons X
- Poonthottathil N
- Poppi F
- Pordes S
- Porter J
- Potekhin M
- Potenza R
- Potukuchi BV
- Pozimski J
- Pozzato M
- Prakash S
- Prakash T
- Prest M
- Prince S
- Psihas F
- Pugnere D
- Qian X
- Raaf J
- Radeka V
- Rademacker J
- Radics B
- Rafique A
- Raguzin E
- Rai M
- Rajaoalisoa M
- Rakhno I
- Rakotonandrasana A
- Rakotondravohitra L
- Rameika R
- Ramson B
- Rappoldi A
- Raselli G
- Ratoff P
- Raut S
- Razakamiandra R
- Rea E
- Real J
- Rebel B
- Rechenmacher R
- Reggiani-Guzzo M
- Reichenbacher J
- Reitzner SD
- Renshaw A
- Rescia S
- Resnati F
- Reynolds A
- Ribas M
- Riboldi S
- Riccio C
- Riccobene G
- Rice LC
- Ricol J
- Rigamonti A
- Rigaut Y
- Rincon EV
- Ritchie-Yates H
- Rivera D
- Robayo F Fuentes
- Robert A
- Rochester L
- Roda M
- Rodrigues P
- Rodriguez Alonso MJ
- Rodriguez Bonilla E
- Rodriguez Rondon J
- Rosauro-Alcaraz S
- Rosenberg M
- Rosier P
- Roskovec B
- Rossella M
- Rossi M
- Rout J
- Roy P
- Rubbia A
- Rubbia C
- Russell B
- Ruterbories D
- Rybnikov A
- Saa-Hernandez A
- Saakyan R
- Sacerdoti S
- Safford T
- Sahu N
- Sala P
- Samios N
- Samoylov O
- Sanchez M
- Sandberg V
- Sanders DA
- Sankey D
- Santana S
- Santos-Maldonado M
- Saoulidou N
- Sapienza P
- Sarasty C
- Sarcevic I
- Savage G
- Savinov V
- Scaramelli A
- Scarff A
- Scarpelli A
- Schefke T
- Schellman H
- Schifano S
- Schlabach P
- Schmitz D
- Schneider AW
- Scholberg K
- Schukraft A
- Segreto E
- Selyunin A
- Senise CR Jr
- Sensenig J
- Sergi A
- Sfar H Rejeb
- Sgalaberna D
- Shaevitz M
- Shafaq S
- Shaker F
- Shamma M
- Sharankova R
- Sharma HR
- Sharma R
- Sharma RK
- Shaw T
- Shchablo K
- Shepherd-Themistocleous C
- Sheshukov A
- Shin S
- Shoemaker I
- Shooltz D
- Shrock R
- Siegel H
- Simard L
- Sinclair J
- Sinev G
- Singh J
- Singh J
- Singh L
- Singh P
- Singh V
- Sipos R
- Sippach F
- Sirri G
- Sitraka A
- Siyeon K
- Skarpaas K
- Smith A
- Smith E
- Smith P
- Smolik J
- Smy M
- Snider E
- Snopok P
- Snowden-Ifft D
- Sobel H
- Soderberg M
- Sokolov S
- Solano Salinas CJ
- Soldner-Rembold S
- Soleti S
- Solomey N
- Solovov V
- Sondheim WE
- Sorel M
- Sotnikov A
- Soto-Oton J
- Sousa A
- Soustruznik K
- Spagliardi F
- Spanu M
- Spitz J
- Spooner NJC
- Spurgeon K
- Stancari M
- Stanco L
- Stanford C
- Stefan D
- Stein R
- Steiner H
- Steklain Lisboa AF
- Stewart J
- Stillwell B
- Stock J
- Stocker F
- Stokes T
- Strait M
- Strauss T
- Strigari L
- Stuart A
- Suarez Suncion J
- Suarez JG
- Sulej R
- Sullivan H
- Summers D
- Surdo A
- Susic V
- Suter L
- Sutera C
- Svoboda R
- Szczerbinska B
- Szelc AM
- Tanaka H
- Tang S
- Tapia A
- Tapper A
- Tariq S
- Tarpara E
- Tata N
- Tatar E
- Tayloe R
- Teklu A
- Tennessen P
- Tenti M
- Terao K
- Ternes CA
- Terranova F
- Terrazas I Caro
- Testera G
- Thakore T
- Thea A
- Thompson JL
- Thorn C
- Timm S
- Tishchenko V
- Tomassetti L
- Tonazzo A
- Torbunov D
- Torti M
- Tortola M
- Tortorici F
- Tosi N
- Totani D
- Toups M
- Touramanis C
- Travaglini R
- Trevor J
- Trilov S
- Trzaska WH
- Tsai Y
- Tsai Y
- Tsamalaidze Z
- Tsang K
- Tsverava N
- Tufanli S
- Tull C
- Tyley E
- Tzanov M
- Uboldi L
- Uchida MA
- Ugaldi F Soto
- Urheim J
- Usher T
- Uzunyan S
- Vagins MR
- Vahle P
- Valder S
- Valdiviesso GA
- Valencia E
- Valentim R
- Vallari Z
- Vallazza E
- Valle JW
- Vallecorsa S
- Van de Water RG
- VanBerg R
- Vanegas Forero D
- Vannerom D
- Varanini F
- Vargas D
- Varner G
- Vasel J
- Vasina S
- Vasseur G
- Vaughan N
- Vaziri K
- Vazquez W Panduro
- Ventura S
- Verdugo A
- Vergani S
- Vermeulen MA
- Verzocchi M
- Vicenzi M
- Vignoli C
- Vilela C
- Viren B
- Vrba T
- Wachala T
- Waldron AV
- Wallbank M
- Wallis C
- Wang H
- Wang J
- Wang L
- Wang MH
- Wang X
- Wang Y
- Wang Y
- Warburton K
- Warner D
- Wascko M
- Waters D
- Watson A
- Wawrowska K
- Weatherly P
- Weber A
- Weber M
- Wei H
- Weinstein A
- Wenman D
- Wetstein M
- White A
- Whitehead LH
- Whittington D
- Wilking MJ
- Wilkinson A
- Wilkinson C
- Williams Z
- Wilson F
- Wilson RJ
- Wisniewski W
- Wolcott J
- Wongjirad T
- Wood A
- Wood K
- Worcester E
- Worcester M
- Wresilo K
- Wret C
- Wu W
- Wu W
- Xiao Y
- Xie F
- Yaeggy B
- Yandel E
- Yang G
- Yang K
- Yang T
- Yankelevich A
- Yershov N
- Yonehara K
- Yoon Y
- Young T
- Yu B
- Yu H
- Yu H
- Yu J
- Yu Y
- Yuan W
- Zaki R
- Zalesak J
- Zambelli L
- Zamorano B
- Zani A
- Zazueta L
- Zeller G
- Zennamo J
- Zeug K
- Zhang C
- Zhang S
- Zhang Y
- Zhao M
- Zhivun E
- Zhu G
- Zimmerman ED
- Zucchelli S
- Zuklin J
- Zutshi V
- Zwaska R
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2022
- Field of study
AbstractLiquid 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 experimental 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 experimental data and simulation.</jats:p