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Citizen Science for IceCube: Name that Neutrino

Citizen Science for IceCube: Name that Neutrino

来源:Arxiv_logoArxiv
英文摘要

Name that Neutrino is a citizen science project where volunteers aid in classification of events for the IceCube Neutrino Observatory, an immense particle detector at the geographic South Pole. From March 2023 to September 2023, volunteers did classifications of videos produced from simulated data of both neutrino signal and background interactions. Name that Neutrino obtained more than 128,000 classifications by over 1,800 registered volunteers that were compared to results obtained by a deep neural network machine-learning algorithm. Possible improvements for both Name that Neutrino and the deep neural network are discussed.

J. Soedingrekso、S. Seunarine、S. Griffin、A. Pont¨|n、D. Grant、J. Rack-Helleis、L. Paul、M. Seikh、Z. Rechav、J. Vara、K. Andeen、K. D. Hoffman、K. Carloni、P. Desiati、M. J. Larson、K. Deoskar、Y. Lyu、L. K?pke、J. C. D¨aaz-V¨|lez、J. Vandenbroucke、K. Hultqvist、C. P¨|rez de los Heros、S. Hickford、E. Magnus、J. L. Kelley、M. Kovacevich、R. Young、M. Handt、A. Khatee Zathul、O. Botner、T. Schmidt、C. Raab、A. Vaidyanathan、P. A. Evenson、J. Brostean-Kaiser、D. Berley、M. Moulai、L. Brusa、S. B?ser、B. Skrzypek、H. Hamdaoui、F. McNally、E. H. S. Warrick、I. C. Mari?、P. Dave、C. F. Tung、A. Novikov、E. N. Paudel、A. Domi、P. Gutjahr、S. Sarkar、A. Ghadimi、H. Schieler、C. Boscolo Meneguolo、Y. Popovych、N. Whitehorn、W. Hou、C. Love、H. Dujmovic、K. Hanson、P. Reichherzer、K. L. Fan、N. Valtonen-Mattila、L. Schumacher、C. Wendt、S. Marka、M. Neumann、M. Jin、N. Shimizu、H. Pandya、X. Bai、F. Mayhew、M. Plum、A. Fedynitch、J. V. Mead、M. Stamatikos、W. Iwakiri、K. Farrag、G. T. Przybylski、J. Gallagher、D. Vannerom、Z. Marka、J. B?ttcher、A. Coleman、A. Y. Wen、E. Kun、C. T?nnis、A. Rehman、L. Ausborm、M. H¨1nnefeld、N. Park、M. Santander、M. U. Nisa、S. J. Gray、C. Spiering、L. Ruohan、S. Choi、F. Halzen、N. Heyer、A. Balagopal V.、S. Sclafani、L. Draper、J. Evans、K. Leonard DeHolton、A. Medina、R. Orsoe、M. Prado Rodriguez、D. Salazar-Gallegos、R. Nagai、J. P. Lazar、J. M. Alameddine、C. Hill、Y. Morii、O. Gries、L. Gerhardt、E. Bernardini、D. J. Koskinen、A. Kumar、J. Mitchell、N. Kurahashi、E. J. Roberts、S. Yu、N. M. Amin、M. Jacquart、N. van Eijndhoven、S. Toscano、T. Kozynets、C. H. Wiebusch、B. Riedel、J. Madsen、M. Ahlers、N. Feigl、J. Micallef、R. W. Moore、N. Chau、P. Koundal、F. Schl¨1ter、C. Arg¨1elles、S. Yoshida、S. Philippen、C. Chen、G. Sommani、A. Pizzuto、M. Zimmerman、M. Kauer、J. Hardin、M. Khanal、R. Hussain、D. Seckel、A. Kappes、J. Peterson、K. Fang、H. Kolanoski、J. G. Gonzalez、F. Bontempo、A. Weindl、K. Hoshina、P. Sampathkumar、A. Olivas、A. Garcia、P. Soldin、C. Ha、S. K. Agarwalla、H. Niederhausen、M. Seo、J. Necker、B. Brinson、P. Correa、Y. Ashida、Z. Chen、M. Vereecken、M. Kowalski、C. Girard-Carillo、K. Rawlins、A. Haungs、J. Osborn、A. Connolly、E. Resconi、A. Leszczy¨?ska、E. O'Sullivan、N. Schmeisser、J. J. Beatty、H. Erpenbeck、R. Corley、J. Veitch-Michaelis、C. Bellenghi、Y. Merckx、G. Wrede、V. O'Dell、M. Liubarska、L. Fischer、D. Soldin、S. Latseva、S. Reusch、W. Kang、A. Hallgren、K. Hymon、S. Ter-Antonyan、T. Yuan、M. Lamoureux、S. Hori、M. Venugopal、R. Engel、J. Hellrung、D. Butterfield、J. Carpio、T. Ruhe、J. Weldert、E. Genton、A. Ishihara、D. Veske、C. Weaver、L. Kardum、J. van Santen、J. Krishnamoorthi、S. Goswami、M. Thiesmeyer、P. Coppin、M. Meier、C. Spannfellner、J. Thwaites、M. Marsee、S. Athanasiadou、A. Rosted、R. Bay、T. Stanev、M. Lincetto、B. J. P. Jones、J. Becker Tjus、J. Saffer、S. C. Nowicki、S. El Mentawi、M. Rongen、G. W. Sullivan、R. Turcotte、A. Terliuk、L. Halve、M. Schaufel、A. Katil、A. Wolf、S. Chattopadhyay、I. Taboada、W. Marie Sainte、S. W. Barwick、J. Braun、C. J. Lozano Mariscal、C. Walck、T. Montaruli、W. Rhode、K. Upshaw、R. Snihur、G. Anton、E. Manao、F. Lauber、T. McElroy、A. Vijai、A. Trettin、J. P. Twagirayezu、X. Kang、C. Kopper、D. Ryckbosch、R. Koirala、D. R. Williams、A. Eimer、A. Granados、T. Ehrhardt、S. Blot、L. Merten、M. Jeong、S. R. Klein、J. Kiryluk、E. Krupczak、I. Safa、P. Weigel、B. Schl¨1ter、U. Katz、K. D. de Vries、A. Rifaie、J. Hermannsgabner、K. Tollefson、N. Lad、E. Ganster、M. Ha Minh、S. Schindler、G. de Wasseige、T. Mukherjee、C. Finley、D. Els?sser、D. Chirkin、P. Zilberman、G. Roellinghoff、S. Verpoest、J. P. Yanez、M. Nakos、G. K. Parker、I. Caracas、R. Shah、K. Meagher、M. A. Unland Elorrieta、J. A. Aguilar、A. A. Harnisch、A. Franckowiak、A. Kochocki、S. Fiedlschuster、A. Karle、S. BenZvi、D. Kappesser、L. Heuermann、G. H. Collin、D. F. Cowen、C. Lagunas Gualda、R. Procter-Murphy、R. Maruyama、E. Ellinger、C. De Clercq、A. K. Upadhyay、J. Y. Book、S. Mechbal、S. N. Axani、M. Wolf、B. Pries、T. Huber、C. Rott、M. Hostert、R. Morse、M. A. Campana、R. Halliday、V. Basu、S. Deng、J. Savelberg、R. Naab、D. Kang、M. Jansson、J. Beise、B. Smithers、M. Karl、G. S. Japaridze、A. Kheirandish、B. A. Clark、S. Robertson、G. C. Hill、C. G¨1nther、S. Rodan、M. Weyrauch、T. Pernice、J. Werthebach、B. Oeyen、C. Haack、A. S?gaard、T. Karg、J. M. Conrad、T. Kontrimas、E. Lohfink、E. Yildizci、A. Obertacke Pollmann、R. S. Busse、A. Negi、R. Abbasi、E. Blaufuss、A. Noell、P. F¨1rst、T. St¨1rwald、A. Diaz、U. Naumann、A. Sandrock、F. Lucarelli、A. Hidvegi、P. Savina、N. Kamp、A. R. Fazely、W. Luszczak、T. Gl¨1senkamp、D. Fox、R. T. Burley、D. Delgado、M. Ackermann、A. Desai、T. Stezelberger、X. W. Xu、S. Griswold、K. B. M. Mahn、J. W. Lee、J. H?u?ler、S. Tilav、M. Dittmer、P. Hatch、L. Witthaus、C. Glaser、M. Baricevic、P. Zhelnin、O. Janik、C. Benning、I. Martinez-Soler、G. M. Spiczak、M. A. DuVernois、K. Helbing、P. Eller、P. Sevle Myhr、T. Stuttard、K. M. Groth、F. G. Schr?der、J. Adams、K. Kruiswijk、S. Sarkar、S. Mancina、D. Tosi、L. Lu、T. DeYoung、D. Z. Besson、Y. Makino、Z. Zhang、J. Schneider、J. J. DeLaunay、S. Shefali、W. G. Thompson、M. Silva

物理学

J. Soedingrekso,S. Seunarine,S. Griffin,A. Pont¨|n,D. Grant,J. Rack-Helleis,L. Paul,M. Seikh,Z. Rechav,J. Vara,K. Andeen,K. D. Hoffman,K. Carloni,P. Desiati,M. J. Larson,K. Deoskar,Y. Lyu,L. K?pke,J. C. D¨aaz-V¨|lez,J. Vandenbroucke,K. Hultqvist,C. P¨|rez de los Heros,S. Hickford,E. Magnus,J. L. Kelley,M. Kovacevich,R. Young,M. Handt,A. Khatee Zathul,O. Botner,T. Schmidt,C. Raab,A. Vaidyanathan,P. A. Evenson,J. Brostean-Kaiser,D. Berley,M. Moulai,L. Brusa,S. B?ser,B. Skrzypek,H. Hamdaoui,F. McNally,E. H. S. Warrick,I. C. Mari?,P. Dave,C. F. Tung,A. Novikov,E. N. Paudel,A. Domi,P. Gutjahr,S. Sarkar,A. Ghadimi,H. Schieler,C. Boscolo Meneguolo,Y. Popovych,N. Whitehorn,W. Hou,C. Love,H. Dujmovic,K. Hanson,P. Reichherzer,K. L. Fan,N. Valtonen-Mattila,L. Schumacher,C. Wendt,S. Marka,M. Neumann,M. Jin,N. Shimizu,H. Pandya,X. Bai,F. Mayhew,M. Plum,A. Fedynitch,J. V. Mead,M. Stamatikos,W. Iwakiri,K. Farrag,G. T. Przybylski,J. Gallagher,D. Vannerom,Z. Marka,J. B?ttcher,A. Coleman,A. Y. Wen,E. Kun,C. T?nnis,A. Rehman,L. Ausborm,M. H¨1nnefeld,N. Park,M. Santander,M. U. Nisa,S. J. Gray,C. Spiering,L. Ruohan,S. Choi,F. Halzen,N. Heyer,A. Balagopal V.,S. Sclafani,L. Draper,J. Evans,K. Leonard DeHolton,A. Medina,R. Orsoe,M. Prado Rodriguez,D. Salazar-Gallegos,R. Nagai,J. P. Lazar,J. M. Alameddine,C. Hill,Y. Morii,O. Gries,L. Gerhardt,E. Bernardini,D. J. Koskinen,A. Kumar,J. Mitchell,N. Kurahashi,E. J. Roberts,S. Yu,N. M. Amin,M. Jacquart,N. van Eijndhoven,S. Toscano,T. Kozynets,C. H. Wiebusch,B. Riedel,J. Madsen,M. Ahlers,N. Feigl,J. Micallef,R. W. Moore,N. Chau,P. Koundal,F. Schl¨1ter,C. Arg¨1elles,S. Yoshida,S. Philippen,C. Chen,G. Sommani,A. Pizzuto,M. Zimmerman,M. Kauer,J. Hardin,M. Khanal,R. Hussain,D. Seckel,A. Kappes,J. Peterson,K. Fang,H. Kolanoski,J. G. Gonzalez,F. Bontempo,A. Weindl,K. Hoshina,P. Sampathkumar,A. Olivas,A. Garcia,P. Soldin,C. Ha,S. K. Agarwalla,H. Niederhausen,M. Seo,J. Necker,B. Brinson,P. Correa,Y. Ashida,Z. Chen,M. Vereecken,M. Kowalski,C. Girard-Carillo,K. Rawlins,A. Haungs,J. Osborn,A. Connolly,E. Resconi,A. Leszczy¨?ska,E. O'Sullivan,N. Schmeisser,J. J. Beatty,H. Erpenbeck,R. Corley,J. Veitch-Michaelis,C. Bellenghi,Y. Merckx,G. Wrede,V. O'Dell,M. Liubarska,L. Fischer,D. Soldin,S. Latseva,S. Reusch,W. Kang,A. Hallgren,K. Hymon,S. Ter-Antonyan,T. Yuan,M. Lamoureux,S. Hori,M. Venugopal,R. Engel,J. Hellrung,D. Butterfield,J. Carpio,T. Ruhe,J. Weldert,E. Genton,A. Ishihara,D. Veske,C. Weaver,L. Kardum,J. van Santen,J. Krishnamoorthi,S. Goswami,M. Thiesmeyer,P. Coppin,M. Meier,C. Spannfellner,J. Thwaites,M. Marsee,S. Athanasiadou,A. Rosted,R. Bay,T. Stanev,M. Lincetto,B. J. P. Jones,J. Becker Tjus,J. Saffer,S. C. Nowicki,S. El Mentawi,M. Rongen,G. W. Sullivan,R. Turcotte,A. Terliuk,L. Halve,M. Schaufel,A. Katil,A. Wolf,S. Chattopadhyay,I. Taboada,W. Marie Sainte,S. W. Barwick,J. Braun,C. J. Lozano Mariscal,C. Walck,T. Montaruli,W. Rhode,K. Upshaw,R. Snihur,G. Anton,E. Manao,F. Lauber,T. McElroy,A. Vijai,A. Trettin,J. P. Twagirayezu,X. Kang,C. Kopper,D. Ryckbosch,R. Koirala,D. R. Williams,A. Eimer,A. Granados,T. Ehrhardt,S. Blot,L. Merten,M. Jeong,S. R. Klein,J. Kiryluk,E. Krupczak,I. Safa,P. Weigel,B. Schl¨1ter,U. Katz,K. D. de Vries,A. Rifaie,J. Hermannsgabner,K. Tollefson,N. Lad,E. Ganster,M. Ha Minh,S. Schindler,G. de Wasseige,T. Mukherjee,C. Finley,D. Els?sser,D. Chirkin,P. Zilberman,G. Roellinghoff,S. Verpoest,J. P. Yanez,M. Nakos,G. K. Parker,I. Caracas,R. Shah,K. Meagher,M. A. Unland Elorrieta,J. A. Aguilar,A. A. Harnisch,A. Franckowiak,A. Kochocki,S. Fiedlschuster,A. Karle,S. BenZvi,D. Kappesser,L. Heuermann,G. H. Collin,D. F. Cowen,C. Lagunas Gualda,R. Procter-Murphy,R. Maruyama,E. Ellinger,C. De Clercq,A. K. Upadhyay,J. Y. Book,S. Mechbal,S. N. Axani,M. Wolf,B. Pries,T. Huber,C. Rott,M. Hostert,R. Morse,M. A. Campana,R. Halliday,V. Basu,S. Deng,J. Savelberg,R. Naab,D. Kang,M. Jansson,J. Beise,B. Smithers,M. Karl,G. S. Japaridze,A. Kheirandish,B. A. Clark,S. Robertson,G. C. Hill,C. G¨1nther,S. Rodan,M. Weyrauch,T. Pernice,J. Werthebach,B. Oeyen,C. Haack,A. S?gaard,T. Karg,J. M. Conrad,T. Kontrimas,E. Lohfink,E. Yildizci,A. Obertacke Pollmann,R. S. Busse,A. Negi,R. Abbasi,E. Blaufuss,A. Noell,P. F¨1rst,T. St¨1rwald,A. Diaz,U. Naumann,A. Sandrock,F. Lucarelli,A. Hidvegi,P. Savina,N. Kamp,A. R. Fazely,W. Luszczak,T. Gl¨1senkamp,D. Fox,R. T. Burley,D. Delgado,M. Ackermann,A. Desai,T. Stezelberger,X. W. Xu,S. Griswold,K. B. M. Mahn,J. W. Lee,J. H?u?ler,S. Tilav,M. Dittmer,P. Hatch,L. Witthaus,C. Glaser,M. Baricevic,P. Zhelnin,O. Janik,C. Benning,I. Martinez-Soler,G. M. Spiczak,M. A. DuVernois,K. Helbing,P. Eller,P. Sevle Myhr,T. Stuttard,K. M. Groth,F. G. Schr?der,J. Adams,K. Kruiswijk,S. Sarkar,S. Mancina,D. Tosi,L. Lu,T. DeYoung,D. Z. Besson,Y. Makino,Z. Zhang,J. Schneider,J. J. DeLaunay,S. Shefali,W. G. Thompson,M. Silva.Citizen Science for IceCube: Name that Neutrino[EB/OL].(2024-01-22)[2025-05-31].https://arxiv.org/abs/2401.11994.点此复制

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