Graph Neural Networks for low-energy event classification & reconstruction in IceCube

R Abbasi; M Ackermann; J Adams; N Aggarwal; J A Aguilar; M Ahlers; M Ahrens; J M Alameddine; A A Alves Jr; N M Amin; K Andeen; T Anderson; G Anton; C Arguelles; Y Ashida; S Athanasiadou; S Axani; X Bai; A Balagopal; M Baricevic; S W Barwick; V Basu; R Bay; J J Beatty; K-H Becker; J Becker Tjus; J Beise; C Bellenghi; S Benda; S BenZvi; D Berley; E Bernardini; D Z Besson; G Binder; D Bindig; E Blaufuss; S Blot; F Bontempo; J Y Book; J Borowka; C Boscolo Meneguolo; S Boser; O Botner; J Bottcher; E Bourbeau; J Braun; B Brinson; J Brostean-Kaiser; R T Burley; R S Busse; M A Campana; E G Carnie-Bronca; C Chen; Z Chen; D Chirkin; K Choi; B A Clark; L Classen; A Coleman; G H Collin; A Connolly; J M Conrad; P Coppin; P Correa; S Countryman; D F Cowen; R Cross; C Dappen; P Dave; C De Clercq; J J DeLaunay; D Delgado Lopez; H Dembinski; K Deoskar; A Desai; P Desiati; K D de Vries; G de Wasseige; T DeYoung; A Diaz; J C Diaz-Velez; M Dittmer; H Dujmovic; M A DuVernois; T Ehrhardt; P Eller; R Engel; H Erpenbeck; J Evans; P A Evenson; K L Fan; A R Fazely; A Fedynitch; N Feigl; S Fiedlschuster; A T Fienberg; C Finley; L Fischer; D Fox; A Franckowiak; E Friedman; A Fritz; P Furst; T K Gaisser; J Gallagher; E Ganster; A Garcia; S Garrappa; L Gerhardt; A Ghadimi; C Glaser; T Glauch; T Gluesenkamp; N Goehlke; J G Gonzalez; S Goswami; D Grant; S J Gray; T Gregoire; S Griswold; C Guenther; P Gutjahr; C Haack; A Hallgren; R Halliday; L Halve; F Halzen; H Hamdaoui; M Ha Minh; K Hanson; J Hardin; A A Harnisch; P Hatch; A Haungs; K Helbing; J Hellrung; F Henningsen; L Heuermann; S Hickford; C Hill; G C Hill; K D Hoffman; K Hoshina; W Hou; T Huber; K Hultqvist; M Huennefeld; R Hussain; K Hymon; S In; N Iovine; A Ishihara; M Jansson; G S Japaridze; M Jeong; M Jin; BJP Jones; D Kang; W Kang; X Kang; A Kappes; D Kappesser; L Kardum; T Karg; M Karl; A Karle; U Katz; M Kauer; J L Kelley; A Kheirandish; K Kin; J Kiryluk; S R Klein; A Kochocki; R Koirala; H Kolanoski; T Kontrimas; L Koepke; C Kopper; D J Koskinen; P Koundal; M Kovacevich; M Kowalski; T Kozynets; E Krupczak; E Kun; N Kurahashi; N Lad; C Lagunas Gualda; M J Larson; F Lauber; J P Lazar; J W Lee; K Leonard; M Lincetto; Q R Liu; M Liubarska; E Lohfink; C Love; CJ Lozano Mariscal; L Lu; F Lucarelli; A Ludwig; W Luszczak; Y Lyu; W Y Ma; J Madsen; KBM Mahn; Y Makino; S Mancina; W Marie Sainte; S Marka; Z Marka; M Marsee; I Martinez-Soler; R Maruyama; T McElroy; F McNally; J Mead; K Meagher; S Mechbal; A Medina; M Meier; S Meighen-Berger; Y Merckx; J Micallef; D Mockler; T Montaruli; R W Moore; R Morse; M Moulai; T Mukherjee; R Naab; R Nagai; U Naumann; A Nayerhoda; J Necker; M Neumann; H Niederhausen; M U Nisa; S C Nowicki; A Obertacke Pollmann; M Oehler; B Oeyen; A Olivas; R Orsoe; J Osborn; H Pandya; D Pankova; N Park; G K Parker; E N Paudel; L Paul; C Perez de los Heros; L Peters; T C Petersen; J Peterson; S Philippen; S Pieper; A Pizzuto; M Plum; Y Popovych; A Porcelli; M Prado Rodriguez; B Pries; R Procter-Murphy; G T Przybylski; C Raab; J Rack-Helleis; M Rameez; K Rawlins; Z Rechav; A Rehman; P Reichherzer; G Renzi; E Resconi; S Reusch; W Rhode; M Richman; B Riedel; E J Roberts; S Robertson; S Rodan; G Roellinghoff; M Rongen; C Rott; T Ruhe; L Ruohan; D Ryckbosch; D Rysewyk Cantu; I Safa; J Saffer; D Salazar-Gallegos; P Sampathkumar; SE Sanchez Herrera; A Sandrock; M Santander; S Sarkar; M Schaufel; H Schieler; S Schindler; B Schlueter; T Schmidt; J Schneider; F G Schroder; L Schumacher; G Schwefer; S Sclafani; D Seckel; S Seunarine; A Sharma; S Shefali; N Shimizu; M Silva; B Skrzypek; B Smithers; R Snihur; J Soedingrekso; A Sogaard; D Soldin; C Spannfellner; G M Spiczak; C Spiering; M Stamatikos; T Stanev; R Stein; T Stezelberger; T Sturwald; T Stuttard; G W Sullivan; I Taboada; S Ter-Antonyan; W G Thompson; J Thwaites; S Tilav; K Tollefson; C Tonnis; S Toscano; D Tosi; A Trettin; C F Tung; R Turcotte; J P Twagirayezu; B Ty; MA Unland Elorrieta; K Upshaw; N Valtonen-Mattila; J Vandenbroucke; N van Eijndhoven; D Vannerom; J van Santen; J Vara; J Veitch-Michaelis; S Verpoest; D Veske; C Walck; W Wang; T B Watson; C Weaver; P Weigel; A Weindl; J Weldert; C Wendt; J Werthebach; M Weyrauch; N Whitehorn; C H Wiebusch; N Willey; D R Williams; M Wolf; G Wrede; J Wulff; X W Xu; J P Yanez; E Yildizci; S Yoshida; S Yu; T Yuan; Z Zhang; P Zhelnin

doi:10.1088/1748-0221/17/11/P11003

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Graph Neural Networks for low-energy event classification & reconstruction in IceCube

Journal article

Open access

Peer reviewed

Graph Neural Networks for low-energy event classification & reconstruction in IceCube

R Abbasi, M Ackermann, J Adams, N Aggarwal, J A Aguilar, M Ahlers, M Ahrens, J M Alameddine, A A Alves Jr, N M Amin, …

Nov 2022

DOI: https://doi.org/10.1088/1748-0221/17/11/P11003

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https://doi.org/10.1088/1748-0221/17/11/P11003View

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Abstract

Analysis and statistical methods

Instruments & Instrumentation

Neutrino detectors

Particle identification methods

Science & Technology

Data Analysis

Technology

status: published

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19 citations in Web of Science

28 citations in Scopus

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Title: Graph Neural Networks for low-energy event classification & reconstruction in IceCube
Creators: R Abbasi
M Ackermann
J Adams
N Aggarwal
J A Aguilar
M Ahlers
M Ahrens
J M Alameddine
A A Alves Jr
N M Amin
K Andeen
T Anderson
G Anton
C Arguelles
Y Ashida
S Athanasiadou
S Axani
X Bai
A Balagopal
M Baricevic
S W Barwick
V Basu
R Bay
J J Beatty
K-H Becker
J Becker Tjus
J Beise
C Bellenghi
S Benda
S BenZvi
D Berley
E Bernardini
D Z Besson
G Binder
D Bindig
E Blaufuss
S Blot
F Bontempo
J Y Book
J Borowka
C Boscolo Meneguolo
S Boser
O Botner
J Bottcher
E Bourbeau
J Braun
B Brinson
J Brostean-Kaiser
R T Burley
R S Busse
M A Campana
E G Carnie-Bronca
C Chen
Z Chen
D Chirkin
K Choi
B A Clark
L Classen
A Coleman
G H Collin
A Connolly
J M Conrad
P Coppin
P Correa
S Countryman
D F Cowen
R Cross
C Dappen
P Dave
C De Clercq
J J DeLaunay
D Delgado Lopez
H Dembinski
K Deoskar
A Desai
P Desiati
K D de Vries
G de Wasseige
T DeYoung
A Diaz
J C Diaz-Velez
M Dittmer
H Dujmovic
M A DuVernois
T Ehrhardt
P Eller
R Engel
H Erpenbeck
J Evans
P A Evenson
K L Fan
A R Fazely
A Fedynitch
N Feigl
S Fiedlschuster
A T Fienberg
C Finley
L Fischer
D Fox
A Franckowiak
E Friedman
A Fritz
P Furst
T K Gaisser
J Gallagher
E Ganster
A Garcia
S Garrappa
L Gerhardt
A Ghadimi
C Glaser
T Glauch
T Gluesenkamp
N Goehlke
J G Gonzalez
S Goswami
D Grant
S J Gray
T Gregoire
S Griswold
C Guenther
P Gutjahr
C Haack
A Hallgren
R Halliday
L Halve
F Halzen
H Hamdaoui
M Ha Minh
K Hanson
J Hardin
A A Harnisch
P Hatch
A Haungs
K Helbing
J Hellrung
F Henningsen
L Heuermann
S Hickford
C Hill
G C Hill
K D Hoffman
K Hoshina
W Hou
T Huber
K Hultqvist
M Huennefeld
R Hussain
K Hymon
S In
N Iovine
A Ishihara
M Jansson
G S Japaridze
M Jeong
M Jin
BJP Jones
D Kang
W Kang
X Kang
A Kappes
D Kappesser
L Kardum
T Karg
M Karl
A Karle
U Katz
M Kauer
J L Kelley
A Kheirandish
K Kin
J Kiryluk
S R Klein
A Kochocki
R Koirala
H Kolanoski
T Kontrimas
L Koepke
C Kopper
D J Koskinen
P Koundal
M Kovacevich
M Kowalski
T Kozynets
E Krupczak
E Kun
N Kurahashi
N Lad
C Lagunas Gualda
M J Larson
F Lauber
J P Lazar
J W Lee
K Leonard
M Lincetto
Q R Liu
M Liubarska
E Lohfink
C Love
CJ Lozano Mariscal
L Lu
F Lucarelli
A Ludwig
W Luszczak
Y Lyu
W Y Ma
J Madsen
KBM Mahn
Y Makino
S Mancina
W Marie Sainte
S Marka
Z Marka
M Marsee
I Martinez-Soler
R Maruyama
T McElroy
F McNally
J Mead
K Meagher
S Mechbal
A Medina
M Meier
S Meighen-Berger
Y Merckx
J Micallef
D Mockler
T Montaruli
R W Moore
R Morse
M Moulai
T Mukherjee
R Naab
R Nagai
U Naumann
A Nayerhoda
J Necker
M Neumann
H Niederhausen
M U Nisa
S C Nowicki
A Obertacke Pollmann
M Oehler
B Oeyen
A Olivas
R Orsoe
J Osborn
H Pandya
D Pankova
N Park
G K Parker
E N Paudel
L Paul
C Perez de los Heros
L Peters
T C Petersen
J Peterson
S Philippen
S Pieper
A Pizzuto
M Plum
Y Popovych
A Porcelli
M Prado Rodriguez
B Pries
R Procter-Murphy
G T Przybylski
C Raab
J Rack-Helleis
M Rameez
K Rawlins
Z Rechav
A Rehman
P Reichherzer
G Renzi
E Resconi
S Reusch
W Rhode
M Richman
B Riedel
E J Roberts
S Robertson
S Rodan
G Roellinghoff
M Rongen
C Rott
T Ruhe
L Ruohan
D Ryckbosch
D Rysewyk Cantu
I Safa
J Saffer
D Salazar-Gallegos
P Sampathkumar
SE Sanchez Herrera
A Sandrock
M Santander
S Sarkar
M Schaufel
H Schieler
S Schindler
B Schlueter
T Schmidt
J Schneider
F G Schroder
L Schumacher
G Schwefer
S Sclafani
D Seckel
S Seunarine
A Sharma
S Shefali
N Shimizu
M Silva
B Skrzypek
B Smithers
R Snihur
J Soedingrekso
A Sogaard
D Soldin
C Spannfellner
G M Spiczak
C Spiering
M Stamatikos
T Stanev
R Stein
T Stezelberger
T Sturwald
T Stuttard
G W Sullivan
I Taboada
S Ter-Antonyan
W G Thompson
J Thwaites
S Tilav
K Tollefson
C Tonnis
S Toscano
D Tosi
A Trettin
C F Tung
R Turcotte
J P Twagirayezu
B Ty
MA Unland Elorrieta
K Upshaw
N Valtonen-Mattila
J Vandenbroucke
N van Eijndhoven
D Vannerom
J van Santen
J Vara
J Veitch-Michaelis
S Verpoest
D Veske
C Walck
W Wang
T B Watson
C Weaver
P Weigel
A Weindl
J Weldert
C Wendt
J Werthebach
M Weyrauch
N Whitehorn
C H Wiebusch
N Willey
D R Williams
M Wolf
G Wrede
J Wulff
X W Xu
J P Yanez
E Yildizci
S Yoshida
S Yu
T Yuan
Z Zhang
P Zhelnin
Publisher: IOP Publishing Ltd
Resource Type: Journal article
Language: English
Academic Unit: Physics
Web of Science ID: WOS:000898643400010
Scopus ID: 2-s2.0-85143087170
Other Identifier: 991020665715404721

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Collaboration types: Domestic collaboration; International collaboration
Web of Science research areas: Instruments & Instrumentation

Graph Neural Networks for low-energy event classification & reconstruction in IceCube

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Abstract

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