34 research outputs found
Classification methods to identify lesions in skin starting from spectra of diffuse reflectance
- Author
- Publication venue
- 'Universidad Cesmag'
- Publication date
- 16/12/2010
- Field of study
Con el objetivo de discriminar lesiones benignas y malignas en la piel humana a partir de espectros de reflexión
difusa, se han analizado diferentes algoritmos de clasificación usando el software de aprendizaje automático y reconocimiento de
patrones WEKA. Además, dada la alta dimensionalidad de la señal espectral, fue empleada una técnica selección de atributos para
determinar las variables que aporten la mayor cantidad de información. Se probó la clasificación de la señal usando los algoritmos
de máquinas de vectores de soporte, redes neuronales y bosques aleatorios, el desempeño fue evaluado usando el promedio de la
k-fold cross-validation tomando en cuenta los porcentajes de instancias clasificadas correctamente, el índice kappa, el área bajo
la curva ROC, la sensibilidad, y la especifidad. Finalmente se demuestra que el algoritmo de redes neuronales con los parámetros
momentum y learning rate en 0,6 y 0,3 respectivamente, es el que mejor se adapta al problema de reconocimiento de patrones ya
que clasifica correctamente al 89,89% de los casos.In order to differentiate between benign and malignant lesions in the human skin using diffuse reflection spectra,
different classification algorithms were tested using the WEKA data mining software. In addition, due to the high dimensionality
of the spectral signal, an attribute selection technique was applied to determine the variables that contribute with more information.
The spectral signal classification was tested using support vector machines, neural networks and random forests, their performance
was measured using the k-fold cross-validation percentages of the Kappa statistic, area under the ROC curve, specificity and
sensitivity. Finally it is shown that the one layer neural network with 6 neurons and the parameters momentum and learning rate
in 0.6 and 0.3 respectively, is best suited to the problem of pattern recognition, achieving correctly classify 89.89% of the cases
Bienestar y familia, una mirada desde la psicología positiva
- Author
- AGUILAR MONTES DE OCA YESSICA PAOLA
- AGUILAR MONTES DE OCA YESSICA PAOLA
- ALVAREZ MIRANDA JORGE
- ALVAREZ MIRANDA JORGE
- Andrade Palos Patricia
- Andrade Palos Patricia
- CASILLAS ENSASTIGA MARITZA
- CASILLAS ENSASTIGA MARITZA
- Gil_Lacruz Marta
- Gil_Lacruz Marta
- GOMEZ BERNARDINO ADRIANA
- GOMEZ BERNARDINO ADRIANA
- GONGORA CORONADO ELIAS ALFONSO
- GONGORA CORONADO ELIAS ALFONSO
- GONZALEZ ARRATIA LOPEZ FUENTES NORMA IVONNE
- GONZALEZ ARRATIA LOPEZ FUENTES NORMA IVONNE
- GONZALEZ COLIN BEATRIZ
- GONZALEZ COLIN BEATRIZ
- GONZALEZ ESCOBAR SERGIO
- GONZALEZ ESCOBAR SERGIO
- GONZALEZ FUENTES MARCELA BEATRIZ
- GONZALEZ FUENTES MARCELA BEATRIZ
- GONZALEZ RAMIREZ MONICA TERESA
- GONZALEZ RAMIREZ MONICA TERESA
- GONZALEZ VAZQUEZ KORINNA
- GONZALEZ VAZQUEZ KORINNA
- HERNANDEZ VILCHIS KARLA EDITH
- HERNANDEZ VILCHIS KARLA EDITH
- Martínez Garduño María Dolores
- Martínez Garduño María Dolores
- MATEO CARREÑO MARIA GUADALUPE
- MATEO CARREÑO MARIA GUADALUPE
- MAYA MARTINEZ MARIO ULISES
- MAYA MARTINEZ MARIO ULISES
- MERCADO MAYA AIDA
- MERCADO MAYA AIDA
- OLIVOS RUBIO MICAELA
- OLIVOS RUBIO MICAELA
- ROBLES ESTRADA ERIKA
- ROBLES ESTRADA ERIKA
- Saavedra Guajardo Eugenio
- Saavedra Guajardo Eugenio
- TORRES MUÑOZ MARTHA ADELINA
- TORRES MUÑOZ MARTHA ADELINA
- VALDEZ MEDINA JOSE LUIS
- VALDEZ MEDINA JOSE LUIS
- VAN BARNEVELD HANS OUDHOF
- VAN BARNEVELD HANS OUDHOF
- VANEGAS FARFANO MINERVA THALIA JUNO
- VANEGAS FARFANO MINERVA THALIA JUNO
- VASQUEZ VELAZQUEZ IRIS IRENE
- VASQUEZ VELAZQUEZ IRIS IRENE
- VILLAFAÑA MONTIEL LOURDES GABRIELA
- VILLAFAÑA MONTIEL LOURDES GABRIELA
- Publication venue
- 'Universidad Autonoma del Estado de Mexico'
- Publication date
- 01/01/2015
- Field of study
Este libro está dirigido a estudiantes y profesionales en psicología y áreas afines, como enfermería, trabajo social o educación, y a los interesados en personalidad positiva. Cada capítulo se presenta de manera sencilla y con una estructura didáctica, pero sin perder rigor científico y calidad de la revisión, con el fin de facilitar el acceso a la información sobre bienestar individual, familiar y social de una forma accesible para adentrarnos al estudio de temas de psicología positiva. Dadas las temáticas, se consideró pertinente dividir este libro en dos secciones: I. Psicología positiva y bienestar. II. Bienestar individual y familiar.Universidad Autónoma del Estado de México y Ediciones y Gráficos Eón, S.A. de C.V
Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora
- Author
- Abed Abud Adam
- Abi Babak
- Acciarri Roberto
- Acero Mario
- Adames Marcio
- Adamov George
- Adamowski Mark
- Adams David
- Adinolfi Marco
- Adriano Cris
- Aduszkiewicz Antoni
- Aguilar Jessica
- Ahmad Zubayer
- Ahmed Jhanzeb
- Aimard Benjamin
- Akbar Faiza
- Ali-Mohammadzadeh Behnam
- Allison Kyle
- Alonso Monsalve Saul
- Alrashed Munera
- Alt Christoph
- Alton Andrew
- Alvarez Rodrigo
- Amedo Pablo
- Anderson John
- Andreopoulos Costas
- Andreotti Mirco
- Andrews Michael P.
- Andrianala Fenompanirina
- Andringa Sofia
- Anfimov Nikolay
- Ankowski Artur
- Antoniassi Marcelo
- Antonova Maria
- Antoshkin Alexander
- Antusch Stefan
- Aranda-Fernandez Alfredo
- Arellano Luciano
- Arnold Lukas
- Arroyave Manuel
- Asaadi Jonathan
- Asquith Lily
- Aurisano Adam
- Aushev Vladimir
- Autiero Dario
- Ayala Lara Victor
- Ayala-Torres Marco Alberto
- Ayalatorres M.
- Azfar Farrukh
- Back Ashley
- Back Henning
- Back John
- Backhouse Chris
- Bagaturia Iuri
- Bagby Linda
- Balashov Nikita
- Balasubramanian Supraja
- Baldi Pierre
- Baller Bruce
- Bambah Bindu
- Barao Fernando
- Barenboim Gabriela
- Barker Gary J.
- Barkhouse Wayne
- Barnes Christopher
- Barr Giles
- Barranco Monarca Juan
- Barros Adilson
- Barros Nuno
- Barrow Joshua
- Basharina-Freshville Anastasia
- Bashyal Amit
- Basque Vincent
- Batchelor Charlie
- Battat James
- Battisti Federico
- Bay Fatih
- Bazetto Maria Cecilia
- Bazo Alba José Luis
- Bazo J.L.
- Beacom John
- Bechetoille Edouard
- Behera Biswaranjan
- Belchior Batista das Chagas Ewerton
- Bellantoni Leo
- Bellettini Giorgio
- Bellini Vincenzo
- Beltramello Olga
- Benekos Nektarios
- Benitez Montiel Carlos
- Bento Neves Francisco
- Berger Joshua
- Berkman Sophie
- Bernardini Paolo
- Berner Roman
- Bersani Andrea
- Bertolucci Sergio
- Betancourt Minerba
- Betancur Rodríguez Amalia
- Bevan Adrian
- Bezawada Yashwanth
- Bezerra Anibal
- Bezerra Thiago
- Bhardwaj Akhil
- Bhatnagar Vipin
- Bhattacharjee Maharnab
- Bhattarai Devesh
- Bhuller Shyam
- Bhuyan Bipul
- Biagi Simone
- Bian Jianming
- Biassoni Matteo
- Biery Kurt
- Bilki Burak
- Bishai Mary
- Bitadze Alexander
- Blake Andrew
- Blaszczyk Flor de Maria
- Blazey Gerald C.
- Blucher Edward
- Boissevain Jan
- Bolognesi Sara
- Bolton Timothy
- Bomben Luca
- Bonesini Maurizio
- Bonilla-Diaz Cesar
- Bonini Filiberto
- Booth Alexander
- Boran Fatma
- Bordoni Stefania
- Borkum Aran
- Bostan Nilay
- Bour Petr
- Boyden Daniel
- Bracinik Juraj
- Braga Davide
- Brailsford Dominic
- Branca Antonio
- Brandt Andrew
- Bremer Johan
- Brew Christopher
- Brice Stephen
- Brizzolari Claudia
- Bromberg Carl
- Brooke Jim
- Bross Alan
- Brunetti Giulia
- Brunetti Maria
- Buchanan Norman
- Budd Howard
- Butorov Ilia
- Cagnoli Irene
- Cai Tejin
- Caiulo Davide
- Calabrese Roberto
- Calafiura Paolo
- Calcutt Jacob
- Calin Marius
- Calvez Steven
- Calvo Enrique
- Caminata Alessio
- Campos Benitez Axel
- Caratelli David
- Carber Daniel
- Carceller Juan Miguel
- Carini Gabriella
- Carlus Bruno
- Carneiro Mateus
- Carniti Paolo
- Caro Terrazas Ivan
- Carranza Hector
- Carroll Thomas
- Castaño Forero Javier
- Castillo Andrés
- Castromonte Cesar
- Catano-Mur Erika
- Cattadori Carla
- Cavalier Fabien
- Cavallaro Giuseppe
- Cavanna Flavio
- Centro Sandro
- Cerati Giuseppe
- Cervelli Alberto
- Cervera Villanueva Anselmo
- Chalifour Michel
- Chappell Andrew
- Chardonnet Etienne
- Charitonidis Nikolas
- Chatterjee Animesh
- Chattopadhyay Subhasish
- Chavarry Neyra Michael Steve
- Chen Hucheng
- Chen Mu-Chun
- Chen Yifan
- Chen Zheyang
- Chen-Wishart Zachary
- Cheon Yoolim
- Cherdack Daniel
- Chi Cheng-Yi
- Childress Sam
- Chirco Robert
- Chiriacescu Ana
- Cho Kihyeon
- Choate Sarah
- Chokheli David
- Chong Pooi
- Christensen Anne
- Christian David
- Christodoulou Georgios
- Chukanov Artem
- Chung Moses
- Church Eric
- Cicero Valentina
- Clarke Peter
- Cline Gordon
- Coan Thomas
- Cocco Alfredo
- Coelho Joao
- Collot Johann
- Colton Nicole
- Conley Erin
- Conley Robert
- Conrad Janet M.
- Convery Mark
- Copello Simone
- Cova Paolo
- Cremaldi Lucien
- Cremonesi Linda
- Crespo-Anadón José
- Crisler Michael
- Cristaldo Esteban
- Crnkovic Jason
- Cross Ryan
- Cudd Andrew
- Cuesta Clara
- Cui Yanou
- Cussans David
- da Motta Helio
- da Silva Peres Leonardo
- Dai Joel
- Dalager Olivia
- David Claire
- David Quentin
- Davies Gavin
- Davini Stefano
- Dawson Jaime
- de Bonis Isabelle
- de Gouvea Andre
- de Holanda Pedro
- de Icaza Astiz Iker
- de Jong Paul
- de Leo Veronica
- de Lurgio Patrick
- de Mello Neto Joao
- de Roeck Albert
- de Romeri Valentina
- de Souza Greg
- De I.
- De Kaushik
- De P.
- De P.C.
- De Shruti
- De V.
- Debbins Paul
- Decowski M. Patrick
- Deisting Alexander
- Delbart Alain
- Delepine David
- Delgado Maritza
- Dell'Acqua Andrea
- Delmonte Nicola
- Demuth David
- Dennis Steve
- Densham Chris
- Deptuch Grzegorz
- Devi Ritu
- Dharmapalan Ranjan
- Di Capua Francesco
- Di Domenico Antonio
- Di Domizio Sergio
- Di Giulio Letizia
- Di Noto Lea
- Di A.
- Dias Marco
- Diaz Jorge S.
- Ding Pengfei
- Dirkx Glenn
- Distefano Carla
- Diurba Richard
- Diwan Milind
- Djurcic Zelimir
- Doering Dionisio
- Dolan Stephen
- Dolek Furkan
- Dolinski Michelle J.
- Domine Laura
- Donon Yann
- Douglas Daniel
- Dragone Angelo
- Drake Gary
- Drielsma Francois
- Duarte Laura Cristina
- Duchesneau Dominique
- Duffy Kirsty
- Dunne Patrick
- Dutta Bhaskar
- Duyang Hongyue
- Dvornikov Olexiy
- Dwyer Daniel A.
- Dyshkant Alexandre S.
- Díaz Felix
- Eads Michael
- Earle Antony
- Edmunds Daniel
- Eisch Jonathan
- Emberger Lorenz
- Emery Sandrine
- Englezos Panagiotis
- Ereditato Antonio
- Erjavec Tyler
- Escobar Carlos O.
- Escudero Sanchez Lorena
- Eurin Guillaume
- Evans Justin
- Ewart Erin
- Ezeribe Anthony
- Fahey Kevin
- Fajardo L.S. Gomez
- Falcone Andrea
- Fani Mattia
- Farnese Christian
- Farzan Yasaman
- Fedoseev Dmitry
- Felix Julian
- Feng Yue
- Fernandez Menendez Pablo
- Fernandez-Martinez Enrique
- Ferraro Federico
- Fields Laura
- Filip Peter
- Filthaut Frank
- Fine Robert
- Fiorillo Giuliana
- Fiorini Massimiliano
- Fischer Vincent
- Fitzpatrick Rory
- Flanagan Will
- Fleming Bonnie
- Flight Robert
- Fogarty Sam
- Foreman Will
- Fowler Jack
- Fox Walt
- Franc Jiri
- Francis Kurt
- Franco Domenico
- Freeman John
- Freestone Julian
- Fried Jack
- Friedland Alex
- Fuess Stu
- Furic Ivan
- Furman Krzysztof
- Furmanski Andrew
- Gabrielli Alessandro
- Gago A.M.
- Gallagher Hugh
- Gallas Alexandre
- Gallego-Ros Ana
- Gallegoros A.
- Gallice Niccolo
- Galymov Vyacheslav
- Gamberini Enrico
- Gamble Trevor
- Ganacim Francisco
- Gandhi Raj
- Ganguly Sudeshna
- Gao Fan
- Gao Shanshan
- Garcia-Gamez Diego
- García- M.A.
- García-Peris Miguel
- Gardiner Steven
- Gastler Dan
- Gauvreau Jean-Luc
- Gauzzi Paolo
- Ge Guanqun
- Geffroy Nicolas
- Gelli Bruno
- Gendotti Adamo
- Gent Stephen
- Ghorbani-Moghaddam Zahra
- Giammaria Paola
- Giammaria Tommaso
- Giangiacomi Nico
- Gibin Daniele
- Gil-Botella Ines
- Gilligan Sean
- Girerd Claude
- Giri Anjan Kumar
- Gnani Dario
- Gogota Olga
- Gold Michael
- Gollapinni Sowjanya
- Gollwitzer Keith
- Gomes Ricardo
- Gomez Bermeo Laura Vanessa
- Gomez L.
- Gonnella Francesco
- Gonzalez-Diaz Diego
- Gonzalez-Lopez Manuel
- González Caamaño David
- González D.
- Goodman Maury
- Goodwin Owen
- Goswami Srubabati
- Gotti Claudio
- Goudzovski Evgueni
- Grace Carl
- Gran Rik
- Granados Everardo
- Granger Pierre
- Grant Christopher
- Gratieri Diego
- Green Patrick
- Green Steven
- Greenberg Stephen
- Greenler Leland
- Greer Joel
- Grenard Jean-Louis
- Griffith Clark
- Groh Micah
- Grudzinski James
- Grzelak Katarzyna
- Gu Wenqiang
- Guardincerri Elena
- Guarino Victor
- Guarise Marco
- Guenette Roxanne
- Guerard Eric
- Guerzoni Marco
- Guffanti Daniele
- Guglielmi Alberto
- Guo Bing
- Gupta Aseem
- Gupta Vikas
- Guthikonda K.K.
- Guzowski Pawel
- Guzzo Marcelo
- Gwon Sunwoo
- Ha Chang Hyon
- Haaf Kevin
- Habig Alec
- Hadavand Haleh
- Haenni Roger
- Hahn Alan
- Haiston James
- Hamacher-Baumann Philip
- Hamacherbaumann P.
- Hamernik Thomas
- Hamilton Philip
- Han Jiyeon
- Harris Deborah
- Hartnell Jeffrey
- Hartnett Trevor
- Harton John
- Hasegawa Takyua
- Hasnip Ciaran
- Hatcher Robert
- Hatfield Kaleb
- Hatzikoutelis Athanasios
- Hayes Christopher
- Hayrapetyan Karen
- Hays Jonathan
- Hazen Eric
- He Muyuan
- Heavey Anne
- Heeger Karsten
- Heise Jaret
- Henry Sarah
- Hernandez Morquecho Miguel Angel
- Herner Kenneth
- Hewes Jeremy
- Hilgenberg Christopher
- Hill Tony
- Hillier Stephen
- Himmel Alexander
- Hinkle Elise
- Hirsch Luciana
- Ho Johnny
- Hoff James
- Holin Anna
- Hoppe Eric
- Horton-Smith Glenn
- Hostert Matheus
- Hourlier Adrien
- Howard Bruce
- Howell Ryan
- Hristova Ivana
- Hronek Maxine
- Huang Junying
- Hulcher Zachary
- Iles Gregory
- Ilic Nikolina
- Iliescu Antoniu
- Illingworth Robert
- Ingratta Gianfranco
- Ioannisian Ara
- Irwin Burke
- Isenhower Larry
- Itay Ran
- Jackson Christopher
- Jain Vivek
- James Eric
- Jang Wooyoung
- Jargowsky Benjamin
- Jediny Filip
- Jena Deepika
- Jeong Yu Seon
- Jesús-Valls César
- Ji Xiangpan
- Jiang Junjie
- Jiang Libo
- Jiménez Sergio
- Jipa Alexandru
- Joaquim Filipe
- Johnson Walker
- Johnston Nicholas
- Jones Benjamin
- Judah Matthew
- Jung Chang Kee
- Junk Thomas
- Jwa Yeon-Jae
- Kabirnezhad Monireh
- Kaboth Asher
- Kadenko Igor
- Kakorin Igor
- Kalitkina Anastasia
- Kalra Daisy
- Kamiya Felipe
- Kaplan Daniel
- Karagiorgi Georgia
- Karaman Gurkan
- Karcher Armin
- Karolak Mark
- Karyotakis Yannis
- Kasai Seiji
- Kasetti Siva
- Kashur Lane
- Kazaryan Narine
- Kearns Edward
- Keener Paul
- Kelly Kevin
- Kemp Ernesto
- Kemularia Otari
- Ketchum Wes
- Kettell Steve
- Khabibullin Marat
- Khotjantsev Alexei
- Khvedelidze Arsen
- Kim Doojin
- King Bonnie
- Kirby Brian
- Kirby Mike
- Klein Joshua
- Klustova Anezka
- Kobilarcik Thomas
- Koehler Kevin
- Koerner Lisa
- Koh D.H.
- Kohn Sam
- Koller Patrick
- Kolupaeva Liudmila
- Korablev Denis
- Kordosky Mike
- Kosc Thomas
- Kose Umut
- Kostelecky V. Alan
- Kothekar Kunal
- Kralik Robert
- Kreczko Luke
- Krennrich Frank
- Kreslo Igor
- Kropp William
- Kroupova Tereza
- Kubota Shion
- Kudenko Yury
- Kudryavtsev Vitaly
- Kuhlmann Stephen
- Kulagin Sergey
- Kumar Jason
- Kumar Praveen
- Kunze Pablo
- Kuravi Ramachandra
- Kurita Nadine
- Kuruppu Chatura
- Kus Vaclav
- Kutter Thomas
- Kvasnicka Jiri
- Kwak Donghyun
- Lambert Andrew
- Land Benjamin
- Lane Charles
- Lang Karol
- Langford Thomas
- Langstaff Mark
- Larkin Jacob
- Lasorak Pierre
- Last David
- Laundrie Andy
- Laurenti Giuliano
- Lawrence Andrew
- Lazanu Ionel
- Lazur Ryan
- Lazzaroni Massimo
- Le Trung
- Leardini Sara
- Learned John
- Lebrun Patrice
- Lecompte Thomas
- Lee Claire
- Lee Soo Yeon
- Lehmann Miotto Giovanna
- Lehnert Ralf
- Leigui de Oliveira M.A.
- Leitner Matthaeus
- Lepin Luis
- Li Shirley W.
- Li Yichen
- Liao Heng-Ye
- Lin Cheng-Ju Stephen
- Lin Qing
- Lin Shih-Kai
- Lineros Roberto
- Ling Jiajie
- Lister Adam
- Littlejohn Bryce
- Liu Junze
- Liu Yinrui
- Lockwitz Sarah
- Loew Timothy
- Lokajicek Milos
- Lomidze Irakli
- Long Ken
- Lord Tom
- Losecco John M.
- Louis William
- Lu Xianguo
- Luk Kam-Biu
- Lunday Benjamin
- Luo Xiao
- Luppi Eleonora
- Lux Thorsten
- Luzio Vitor
- Maalmi Jihane
- Macfarlane David
- Machado Ana Amelia
- Machado Pedro
- Macias Christopher Thomas
- Macier Jolie R.
- Maddalena Antonello
- Madera Alfonso
- Madigan Peter
- Magill Steve
- Mahn Kendall
- Maio Amélia
- Major Adryanna
- Maloney James
- Mandrioli Gianni
- Mandujano Roberto
- Maneira José
- Manenti Laura
- Manly Steve
- Mann Anthony
- Manolopoulos Konstantinos
- Manrique Plata Maria
- Manyam Venkata
- Marchan Miquel
- Marchionni Alberto
- Marciano William
- Marfatia Danny
- Mariani Camillo
- Maricic Jelena
- Marie Rodolphe
- Marinho Franciole
- Marino Alysia
- Markiewicz Thomas
- Marsden David
- Marshak Marvin
- Marshall Chris
- Marshall John
- Marteau Jacques
- Martinez Caicedo David
- Martinez Norman
- Martynenko Sergey
- Martín-Albo Justo
- Martínez Miravé Pablo
- Mascagna Valerio
- Mason Katie
- Mastbaum Andrew
- Matichard Fabrice
- Matsuno Shigenobu
- Matthews James
- Mauger Christopher
- Mauri Nicoletta
- Mavrokoridis Konstantinos
- Mawby Isobel
- Mazza Roberto
- Mazzacane Anna
- Mazzucato Edoardo
- Mcaskill Tracy
- Mccluskey Elaine
- Mcconkey Nicola
- Mcfarland Kevin
- Mcgrew Clark
- Mcnab Andrew
- Mefodiev Alexander
- Mehta Poonam
- Melas Pantelis
- Mena Olga
- Mendez Hector
- Mendez Patricia
- Menegolli A.
- Meng Guang
- Messier Mark
- Metcalf William
- Mewes Matthew
- Meyer Holger
- Miao Ting
- Michna Gregory
- Mikola Veera
- Milincic Radovan
- Miller Graham
- Miller William
- Mills Joshua
- Mineev Oleg
- Minotti Alessandro
- Miranda Omar
- Miryala Sandeep
- Mishra C. Shekhar
- Mishra Sanjib R.
- Mislivec Aaron
- Mitchell Mote
- Mladenov Dimitar
- Mocioiu Irina
- Moffat Kristian
- Moggi Niccolo
- Mohanta Rukmani
- Mohayai Tanaz
- Mokhov Nikolai
- Molina Bueno Laura
- Molina Jorge
- Montagna Elisabetta
- Montanari Alessandro
- Montanari Claudio
- Montanari David
- Montanino Daniele
- Montaño Zetina Luis
- Moon Seok Ho
- Mooney Michael
- Moor Alexandra
- Moreno Deywis
- Moretti Davide
- Morris Casandra
- Mossey Chris
- Mote Mitchell
- Motuk Erdem
- Moura Célio
- Mousseau Joel
- Mouster Gwenn
- Mu Wei
- Mualem Leon
- Mueller Justin
- Muether Mathew
- Mufson Stuart
- Muheim Franz
- Muir Alan
- Mulhearn Mike
- Munford Donnie
- Muramatsu Hajime
- Murphy Matt
- Murphy Sebastien
- Musser Jim
- Méndez Diana
- Nachtman Jane
- Nagai Yoshikazu
- Nagu Srishti
- Nalbandyan Mikayel
- Nandakumar Raja
- Naples Donna
- Narita Shinya
- Nath Atanu
- Navrer-Agasson Anyssa
- Nayak Nitish
- Nebot-Guinot Miquel
- Negishi Kentaro
- Nelson Jeff
- Nesbit Jake
- Nessi Marzio
- Newbold David
- Newcomer Mitch
- Newton Hannah
- Nichol Ryan
- Nicolas-Arnaldos Francisco
- Nikolica Adrian
- Niner Evan
- Nishimura Kurtis
- Norman Andrew
- Norrick Anne
- Northrop Rich
- Novella Pau
- Nowak Jaroslaw
- Oberling Michael
- Ochoa-Ricoux Juan Pedro
- Olivier Andrew
- Olshevskiy Alexander
- Onel Yasar
- Onishchuk Yuriy
- Ott Jordan
- Pagani Luca
- Palacio Guillermo
- Palamara Ornella
- Palestini Sandro
- Paley Jonathan
- Pallavicini Marco
- Palomares Carmen
- Panduro Vazquez William
- Pantic Emilija
- Paolone Vittorio
- Papadimitriou Vaia
- Papaleo Riccardo
- Papanestis Antonis
- Paramesvaran Sudarshan
- Parke Stephen
- Parozzi Elisabetta
- Parsa Zohreh
- Parvu Mihaela
- Pascoli Silvia
- Pasqualini Laura
- Pasternak Jaroslaw
- Pater Joleen
- Patrick Cheryl
- Patrizii Laura
- Patterson Ryan
- Patton Simon John
- Patzak Thomas
- Paudel Ajib
- Paulos Bob
- Paulucci Laura
- Pavlovic Zarko
- Pawloski Greg
- Payne David
- Pec Viktor
- Peeters Simon
- Pena Perez Aldo
- Pennacchio Elisabetta
- Penzo Aldo
- Peres Orlando
- Perry James
- Pershey Daniel
- Pessina Gianluigi
- Petrillo Gianluca
- Petta Catia
- Petti Roberto
- Pia Valerio
- Piastra Francesco
- Pickering Luke
- Pietropaolo Francesco
- Pimentel Vinicius
- Pinaroli Giovanni
- Plows Komninos-John
- Plunkett Robert
- Pompa Federica
- Pons Xavier
- Poonthottathil Navaneeth
- Poppi Francesco
- Pordes Stephen
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- Warburton Karl
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- Watson Alan
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- Weatherly Pierce
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- Weber Michele
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- Wetstein Matthew
- White Andy
- Whitehead Leigh
- Whittington Denver
- Wilking Michael
- Wilkinson Alexander
- Wilkinson Callum
- Williams Zachary
- Wilson Fergus
- Wilson Robert
- Wisniewski William
- Wolcott Jeremy
- Wongjirad Taritree
- Wood Anthony
- Wood Kevin
- Worcester Elizabeth
- Worcester Matthew
- Wresilo Karolina
- Wret Clarence
- Wu Wanwei
- Wu Wenjie
- Xiao Yiwen
- Yaeggy Barbara
- Yandel Erin
- Yang Guang
- Yang Kang
- Yang Tingjun
- Yankelevich Alejandro
- Yershov Nikolai
- Yonehara Katsuya
- Yoon Young Soo
- Young Tim
- Yu Bo
- Yu Haiwang
- Yu Hongzhao
- Yu Jae
- Yu Yiding
- Yuan Wenlong
- Zaki Rowan
- Zalesak Jaroslav
- Zambelli Laura
- Zamorano Bruno
- Zani Andrea
- Zazueta Luis
- Zeller Geralyn
- Zennamo Joseph
- Zeug Kyle
- Zhang Chao
- Zhang Shuaixiang
- Zhang Yuze
- Zhao Manhong
- Zhivun Elena
- Zhu Guanying
- Zimmerman Eric
- Zucchelli Stefano
- Zuklin Josef
- Zutshi Vishnu
- Zwaska Robert
- Publication venue
- HAL CCSD
- Publication date
- 18/07/2022
- Field of study
International audienceThe Pandora Software Development Kit and algorithm libraries provide pattern-recognition logic essential to the reconstruction of particle interactions in liquid argon time projection chamber detectors. Pandora is the primary event reconstruction software used at ProtoDUNE-SP, a prototype for the Deep Underground Neutrino Experiment far detector. ProtoDUNE-SP, located at CERN, is exposed to a charged-particle test beam. This paper gives an overview of the Pandora reconstruction algorithms and how they have been tailored for use at ProtoDUNE-SP. In complex events with numerous cosmic-ray and beam background particles, the simulated reconstruction and identification efficiency for triggered test-beam particles is above 80% for the majority of particle type and beam momentum combinations. Specifically, simulated 1 GeV/c charged pions and protons are correctly reconstructed and identified with efficiencies of 86.1±0.6% and 84.1±0.6%, respectively. The efficiencies measured for test-beam data are shown to be within 5% of those predicted by the simulation
Separation of track- and shower-like energy deposits in ProtoDUNE-SP using a convolutional neural network
- Author
- Abed Abud Adam
- Abi Babak
- Acciarri Roberto
- Acero Mario
- Adames Marcio
- Adamov George
- Adamowski Mark
- Adams David
- Adinolfi Marco
- Aduszkiewicz Antoni
- Aguilar Jessica
- Ahmad Zubayer
- Ahmed Jhanzeb
- Aimard Benjamin
- Ali-Mohammadzadeh Behnam
- Alion Tyler
- Allison Kyle
- Alonso Monsalve Saul
- Alrashed Munera
- Alt Christoph
- Alton Andrew
- Alvarez Rodrigo
- Amedo Pablo
- Anderson John
- Andreopoulos Costas
- Andreotti Mirco
- Andrews Michael P.
- Andrianala Fenompanirina
- Andringa Sofia
- Anfimov Nikolay
- Ankowski Artur
- Antoniassi Marcelo
- Antonova Maria
- Antoshkin Alexander
- Antusch Stefan
- Aranda-Fernandez Alfredo
- Arellano Luciano
- Arnold Lukas
- Arroyave Manuel
- Asaadi Jonathan
- Asquith Lily
- Aurisano Adam
- Aushev Vladimir
- Autiero Dario
- Ayala Lara Victor
- Ayala-Torres Marco Alberto
- Azfar Farrukh
- Babicz Marta
- Back Ashley
- Back Henning
- Back John
- Backhouse Chris
- Bagaturia Iuri
- Bagby Linda
- Balashov Nikita
- Balasubramanian Supraja
- Baldi Pierre
- Baller Bruce
- Bambah Bindu
- Barao Fernando
- Barenboim Gabriela
- Barker Gary J.
- Barkhouse Wayne
- Barnes Christopher
- Barr Giles
- Barranco Monarca Juan
- Barros Adilson
- Barros Nuno
- Barrow Joshua
- Basharina-Freshville Anastasia
- Bashyal Amit
- Basque Vincent
- Batchelor Charlie
- Batista das Chagas Ewerton
- Battat James
- Battisti Federico
- Bay Fatih
- Bazetto Maria Cecilia
- Bazo Alba José Luis
- Beacom John
- Bechetoille Edouard
- Behera Biswaranjan
- Beigbeder Christophe
- Bellantoni Leo
- Bellettini Giorgio
- Bellini Vincenzo
- Beltramello Olga
- Benekos Nektarios
- Benitez Montiel Carlos
- Bento Neves Francisco
- Berger Joshua
- Berkman Sophie
- Bernardini Paolo
- Berner Roman
- Bersani Andrea
- Bertolucci Sergio
- Betancourt Minerba
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- Bevan Adrian
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- Watson Alan
- Wawrowska Klaudia
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- Weber Michele
- Wei Hanyu
- Weinstein Amanda
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- Whitehead Leigh
- Whittington Denver
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- Wilkinson Callum
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- Wisniewski William
- Wolcott Jeremy
- Wongjirad Taritree
- Wood Anthony
- Wood Kevin
- Worcester Elizabeth
- Worcester Matthew
- Wresilo Karolina
- Wret Clarence
- Wu Wanwei
- Wu Wenjie
- Xiao Yiwen
- Xie Fang
- Yaeggy Barbara
- Yandel Erin
- Yang Guang
- Yang Kang
- Yang Tingjun
- Yankelevich Alejandro
- Yershov Nikolai
- Yonehara Katsuya
- Yoon Young Soo
- Young Tim
- Yu Bo
- Yu Haiwang
- Yu Hongzhao
- Yu Jae
- Yu Yiding
- Yuan Wenlong
- Zaki Rowan
- Zalesak Jaroslav
- Zambelli Laura
- Zamorano Bruno
- Zani Andrea
- Zazueta Luis
- Zeller Geralyn
- Zennamo Joseph
- Zeug Kyle
- Zhang Chao
- Zhang Shuaixiang
- Zhang Yuze
- Zhao Manhong
- Zhivun Elena
- Zhu Guanying
- Zimmerman Eric
- Zucchelli Stefano
- Zuklin Josef
- Zutshi Vishnu
- Zwaska Robert
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2022
- Field of study
International audienceLiquid 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
Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora
- Author
- Abed Abud Adam
- Abi Babak
- Acciarri Roberto
- Acero Mario
- Adames Marcio
- Adamov George
- Adamowski Mark
- Adams David
- Adinolfi Marco
- Adriano Cris
- Aduszkiewicz Antoni
- Aguilar Jessica
- Ahmad Zubayer
- Ahmed Jhanzeb
- Aimard Benjamin
- Akbar Faiza
- Ali-Mohammadzadeh Behnam
- Allison Kyle
- Alonso Monsalve Saul
- AlRashed Munera
- Alt Christoph
- Alton Andrew
- Alvarez Rodrigo
- Amedo Pablo
- Anderson John
- Andreopoulos Costas
- Andreotti Mirco
- Andrews Michael P.
- Andrianala Fenompanirina
- Andringa Sofia
- Anfimov Nikolay
- Ankowski Artur
- Antoniassi Marcelo
- Antonova Maria
- Antoshkin Alexander
- Antusch Stefan
- Aranda-Fernandez Alfredo
- Arellano Luciano
- Arnold Lukas
- Arroyave Manuel
- Asaadi Jonathan
- Asquith Lily
- Aurisano Adam
- Aushev Vladimir
- Autiero Dario
- Ayala Lara Victor
- Ayala-Torres Marco Alberto
- AyalaTorres M.
- Azfar Farrukh
- Back Ashley
- Back Henning
- Back John
- Backhouse Chris
- Bagaturia Iuri
- Bagby Linda
- Balashov Nikita
- Balasubramanian Supraja
- Baldi Pierre
- Baller Bruce
- Bambah Bindu
- Barao Fernando
- Barenboim Gabriela
- Barker Gary J.
- Barkhouse Wayne
- Barnes Christopher
- Barr Giles
- Barranco Monarca Juan
- Barros Adilson
- Barros Nuno
- Barrow Joshua
- Basharina-Freshville Anastasia
- Bashyal Amit
- Basque Vincent
- Batchelor Charlie
- Battat James
- Battisti Federico
- Bay Fatih
- Bazetto Maria Cecilia
- Bazo Alba José Luis
- Bazo J.L.
- Beacom John
- Bechetoille Edouard
- Behera Biswaranjan
- Belchior Batista das Chagas Ewerton
- Bellantoni Leo
- Bellettini Giorgio
- Bellini Vincenzo
- Beltramello Olga
- Benekos Nektarios
- Benitez Montiel Carlos
- Bento Neves Francisco
- Berger Joshua
- Berkman Sophie
- Bernardini Paolo
- Berner Roman
- Bersani Andrea
- Bertolucci Sergio
- Betancourt Minerba
- Betancur Rodríguez Amalia
- Bevan Adrian
- Bezawada Yashwanth
- Bezerra Anibal
- Bezerra Thiago
- Bhardwaj Akhil
- Bhatnagar Vipin
- Bhattacharjee Maharnab
- Bhattarai Devesh
- Bhuller Shyam
- Bhuyan Bipul
- Biagi Simone
- Bian Jianming
- Biassoni Matteo
- Biery Kurt
- Bilki Burak
- Bishai Mary
- Bitadze Alexander
- Blake Andrew
- Blaszczyk Flor de Maria
- Blazey Gerald C.
- Blucher Edward
- Boissevain Jan
- Bolognesi Sara
- Bolton Timothy
- Bomben Luca
- Bonesini Maurizio
- Bonilla-Diaz Cesar
- Bonini Filiberto
- Booth Alexander
- Boran Fatma
- Bordoni Stefania
- Borkum Aran
- Bostan Nilay
- Bour Petr
- Boyden Daniel
- Bracinik Juraj
- Braga Davide
- Brailsford Dominic
- Branca Antonio
- Brandt Andrew
- Bremer Johan
- Brew Christopher
- Brice Stephen
- Brizzolari Claudia
- Bromberg Carl
- Brooke Jim
- Bross Alan
- Brunetti Giulia
- Brunetti Maria
- Buchanan Norman
- Budd Howard
- Butorov Ilia
- Cagnoli Irene
- Cai Tejin
- Caiulo Davide
- Calabrese Roberto
- Calafiura Paolo
- Calcutt Jacob
- Calin Marius
- Calvez Steven
- Calvo Enrique
- Caminata Alessio
- Campos Benitez Axel
- Caratelli David
- Carber Daniel
- Carceller Juan Miguel
- Carini Gabriella
- Carlus Bruno
- Carneiro Mateus
- Carniti Paolo
- Caro Terrazas Ivan
- Carranza Hector
- Carroll Thomas
- Castaño Forero Javier
- Castillo Andrés
- Castromonte Cesar
- Catano-Mur Erika
- Cattadori Carla
- Cavalier Fabien
- Cavallaro Giuseppe
- Cavanna Flavio
- Centro Sandro
- Cerati Giuseppe
- Cervelli Alberto
- Cervera Villanueva Anselmo
- Chalifour Michel
- Chappell Andrew
- Chardonnet Etienne
- Charitonidis Nikolas
- Chatterjee Animesh
- Chattopadhyay Subhasish
- Chavarry Neyra Michael Steve
- Chen Hucheng
- Chen Mu-Chun
- Chen Yifan
- Chen Zheyang
- Chen-Wishart Zachary
- Cheon Yoolim
- Cherdack Daniel
- Chi Cheng-Yi
- Childress Sam
- Chirco Robert
- Chiriacescu Ana
- Cho Kihyeon
- Choate Sarah
- Chokheli David
- Chong Pooi
- Christensen Anne
- Christian David
- Christodoulou Georgios
- Chukanov Artem
- Chung Moses
- Church Eric
- Cicero Valentina
- Clarke Peter
- Cline Gordon
- Coan Thomas
- Cocco Alfredo
- Coelho Joao
- Collot Johann
- Colton Nicole
- Conley Erin
- Conley Robert
- Conrad Janet M.
- Convery Mark
- Copello Simone
- Cova Paolo
- Cremaldi Lucien
- Cremonesi Linda
- Crespo-Anadón José
- Crisler Michael
- Cristaldo Esteban
- Crnkovic Jason
- Cross Ryan
- Cudd Andrew
- Cuesta Clara
- Cui Yanou
- Cussans David
- da Motta Helio
- da Silva Peres Leonardo
- Dai Joel
- Dalager Olivia
- David Claire
- David Quentin
- Davies Gavin
- Davini Stefano
- Dawson Jaime
- De Bonis Isabelle
- de Gouvea Andre
- de Holanda Pedro
- de Icaza Astiz Iker
- De Jong Paul
- De Leo Veronica
- De Lurgio Patrick
- de Mello Neto Joao
- De Roeck Albert
- De Romeri Valentina
- de Souza Greg
- De I.
- De Kaushik
- De P.
- De P.C.
- De Shruti
- De V.
- Debbins Paul
- Decowski M. Patrick
- Deisting Alexander
- Delbart Alain
- Delepine David
- Delgado Maritza
- Dell'Acqua Andrea
- Delmonte Nicola
- DeMuth David
- Dennis Steve
- Densham Chris
- Deptuch Grzegorz
- Devi Ritu
- Dharmapalan Ranjan
- Di Capua Francesco
- Di Domenico Antonio
- Di Domizio Sergio
- Di Giulio Letizia
- Di Noto Lea
- Di A.
- Dias Marco
- Diaz Jorge S.
- Ding Pengfei
- Dirkx Glenn
- Distefano Carla
- Diurba Richard
- Diwan Milind
- Djurcic Zelimir
- Doering Dionisio
- Dolan Stephen
- Dolek Furkan
- Dolinski Michelle J.
- Domine Laura
- Donon Yann
- Douglas Daniel
- Dragone Angelo
- Drake Gary
- Drielsma Francois
- Duarte Laura Cristina
- Duchesneau Dominique
- Duffy Kirsty
- Dunne Patrick
- Dutta Bhaskar
- Duyang Hongyue
- Dvornikov Olexiy
- Dwyer Daniel A.
- Dyshkant Alexandre S.
- Díaz Felix
- Eads Michael
- Earle Antony
- Edmunds Daniel
- Eisch Jonathan
- Emberger Lorenz
- Emery Sandrine
- Englezos Panagiotis
- Ereditato Antonio
- Erjavec Tyler
- Escobar Carlos O.
- Escudero Sanchez Lorena
- Eurin Guillaume
- Evans Justin
- Ewart Erin
- Ezeribe Anthony
- Fahey Kevin
- Fajardo L.S. Gomez
- Falcone Andrea
- Fani Mattia
- Fani’ M.
- Farnese Christian
- Farzan Yasaman
- Fedoseev Dmitry
- Felix Julian
- Feng Yue
- Fernandez Menendez Pablo
- Fernandez-Martinez Enrique
- Ferraro Federico
- Fields Laura
- Filip Peter
- Filthaut Frank
- Fine Robert
- Fiorillo Giuliana
- Fiorini Massimiliano
- Fischer Vincent
- Fitzpatrick Rory
- Flanagan Will
- Fleming Bonnie
- Flight Robert
- Fogarty Sam
- Foreman Will
- Fowler Jack
- Fox Walt
- Franc Jiri
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- Franco Domenico
- Freeman John
- Freestone Julian
- Fried Jack
- Friedland Alex
- Fuess Stu
- Furic Ivan
- Furman Krzysztof
- Furmanski Andrew
- Gabrielli Alessandro
- Gago A.M.
- Gallagher Hugh
- Gallas Alexandre
- Gallego-Ros Ana
- GallegoRos A.
- Gallice Niccolo
- Galymov Vyacheslav
- Gamberini Enrico
- Gamble Trevor
- Ganacim Francisco
- Gandhi Raj
- Ganguly Sudeshna
- Gao Fan
- Gao Shanshan
- Garcia-Gamez Diego
- García- M.A.
- García-Peris Miguel
- Gardiner Steven
- Gastler Dan
- Gauvreau Jean-Luc
- Gauzzi Paolo
- Ge Guanqun
- Geffroy Nicolas
- Gelli Bruno
- Gendotti Adamo
- Gent Stephen
- Ghorbani-Moghaddam Zahra
- Giammaria Paola
- Giammaria Tommaso
- Giangiacomi Nico
- Gibin Daniele
- Gil-Botella Ines
- Gilligan Sean
- Girerd Claude
- Giri Anjan Kumar
- Gnani Dario
- Gogota Olga
- Gold Michael
- Gollapinni Sowjanya
- Gollwitzer Keith
- Gomes Ricardo
- Gomez Bermeo Laura Vanessa
- Gomez L.
- Gonnella Francesco
- Gonzalez-Diaz Diego
- Gonzalez-Lopez Manuel
- González Caamaño David
- González D.
- Goodman Maury
- Goodwin Owen
- Goswami Srubabati
- Gotti Claudio
- Goudzovski Evgueni
- Grace Carl
- Gran Rik
- Granados Everardo
- Granger Pierre
- Grant Christopher
- Gratieri Diego
- Green Patrick
- Green Steven
- Greenberg Stephen
- Greenler Leland
- Greer Joel
- Grenard Jean-Louis
- Griffith Clark
- Groh Micah
- Grudzinski James
- Grzelak Katarzyna
- Gu Wenqiang
- Guardincerri Elena
- Guarino Victor
- Guarise Marco
- Guenette Roxanne
- Guerard Eric
- Guerzoni Marco
- Guffanti Daniele
- Guglielmi Alberto
- Guo Bing
- Gupta Aseem
- Gupta Vikas
- Guthikonda K.K.
- Guzowski Pawel
- Guzzo Marcelo
- Gwon Sunwoo
- Ha Chang Hyon
- Haaf Kevin
- Habig Alec
- Hadavand Haleh
- Haenni Roger
- Hahn Alan
- Haiston James
- Hamacher-Baumann Philip
- HamacherBaumann P.
- Hamernik Thomas
- Hamilton Philip
- Han Jiyeon
- Harris Deborah
- Hartnell Jeffrey
- Hartnett Trevor
- Harton John
- Hasegawa Takyua
- Hasnip Ciaran
- Hatcher Robert
- Hatfield Kaleb
- Hatzikoutelis Athanasios
- Hayes Christopher
- Hayrapetyan Karen
- Hays Jonathan
- Hazen Eric
- He Muyuan
- Heavey Anne
- Heeger Karsten
- Heise Jaret
- Henry Sarah
- Hernandez Morquecho Miguel Angel
- Herner Kenneth
- Hewes Jeremy
- Hewes V.
- Hilgenberg Christopher
- Hill Tony
- Hillier Stephen
- Himmel Alexander
- Hinkle Elise
- Hirsch Luciana
- Ho Johnny
- Hoff James
- Holin Anna
- Hoppe Eric
- Horton-Smith Glenn
- Hostert Matheus
- Hourlier Adrien
- Howard Bruce
- Howell Ryan
- Hristova Ivana
- Hronek Maxine
- Huang Junying
- Hulcher Zachary
- Iles Gregory
- Ilic Nikolina
- Iliescu Antoniu
- Illingworth Robert
- Ingratta Gianfranco
- Ioannisian Ara
- Irwin Burke
- Isenhower Larry
- Itay Ran
- Jackson Christopher
- Jain Vivek
- James Eric
- Jang Wooyoung
- Jargowsky Benjamin
- Jediny Filip
- Jena Deepika
- Jeong Yu Seon
- Jesús-Valls César
- Ji Xiangpan
- Jiang Junjie
- Jiang Libo
- Jiménez Sergio
- Jipa Alexandru
- Joaquim Filipe
- Johnson Walker
- Johnston Nicholas
- Jones Benjamin
- Judah Matthew
- Jung Chang Kee
- Junk Thomas
- Jwa Yeon-jae
- Kabirnezhad Monireh
- Kaboth Asher
- Kadenko Igor
- Kakorin Igor
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- Wu Wenjie
- Xiao Yiwen
- Yaeggy Barbara
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- Yang Kang
- Yang Tingjun
- Yankelevich Alejandro
- Yershov Nikolai
- Yonehara Katsuya
- Yoon Young Soo
- Young Tim
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- Yu Hongzhao
- Yu Jae
- Yu Yiding
- Yuan Wenlong
- Zaki Rowan
- Zalesak Jaroslav
- Zambelli Laura
- Zamorano Bruno
- Zani Andrea
- Zazueta Luis
- Zeller Geralyn
- Zennamo Joseph
- Zeug Kyle
- Zhang Chao
- Zhang Shuaixiang
- Zhang Yuze
- Zhao Manhong
- Zhivun Elena
- Zhu Guanying
- Zimmerman Eric
- Zucchelli Stefano
- Zuklin Josef
- Zutshi Vishnu
- Zwaska Robert
- Publication venue
- HAL CCSD
- Publication date
- 29/06/2022
- Field of study
International audienceThe Pandora Software Development Kit and algorithm libraries provide pattern-recognition logic essential to the reconstruction of particle interactions in liquid argon time projection chamber detectors. Pandora is the primary event reconstruction software used at ProtoDUNE-SP, a prototype for the Deep Underground Neutrino Experiment far detector. ProtoDUNE-SP, located at CERN, is exposed to a charged-particle test beam. This paper gives an overview of the Pandora reconstruction algorithms and how they have been tailored for use at ProtoDUNE-SP. In complex events with numerous cosmic-ray and beam background particles, the simulated reconstruction and identification efficiency for triggered test-beam particles is above 80% for the majority of particle type and beam momentum combinations. Specifically, simulated 1 GeV/c charged pions and protons are correctly reconstructed and identified with efficiencies of 86.1±0.6% and 84.1±0.6%, respectively. The efficiencies measured for test-beam data are shown to be within 5% of those predicted by the simulation