English
Related papers

Related papers: Machine Learning-based Energy Reconstruction for W…

200 papers

The Tokai to Kamioka (T2K) experiment uses a beam of muon neutrinos, produced at the J-PARC facility on the east coast of Japan, to study neutrino oscillations driven by the $\Delta m_{\textrm{atm}}^{2}$ mass splitting. A suite of near…

High Energy Physics - Experiment · Physics 2015-01-20 Martin David Haigh

We highlight the capacity of current and forthcoming air shower arrays using water-Cherenkov stations to detect neutrino events spanning energies from $10\,$GeV to $100\,$TeV. This detection approach leverages individual stations equipped…

High Energy Astrophysical Phenomena · Physics 2025-09-25 J. Alvarez-Muñiz , R. Conceição , P. J. Costa , B. S. González , M. Pimenta , B. Tomé

The KM3NeT research infrastructure is currently under construction at two locations in the Mediterranean Sea. The KM3NeT/ORCA water-Cherenkov neutrino detector off the French coast will instrument several megatons of seawater with…

Instrumentation and Methods for Astrophysics · Physics 2020-10-13 Sebastiano Aiello , Arnauld Albert , Sergio Alves Garre , Zineb Aly , Fabrizio Ameli , Michel Andre , Giorgos Androulakis , Marco Anghinolfi , Mancia Anguita , Gisela Anton , Miquel Ardid , Julien Aublin , Christos Bagatelas , Giancarlo Barbarino , Bruny Baret , Suzan Basegmez du Pree , Meriem Bendahman , Edward Berbee , Vincent Bertin , Simone Biagi , Andrea Biagioni , Matthias Bissinger , Markus Boettcher , Jihad Boumaaza , Mohammed Bouta , Mieke Bouwhuis , Cristiano Bozza , Horea Branzas , Ronald Bruijn , Jürgen Brunner , Ernst-Jan Buis , Raffaele Buompane , Jose Busto , Barbara Caiffi , David Calvo , Antonio Capone , Víctor Carretero , Paolo Castaldi , Silvia Celli , Mohamed Chabab , Nhan Chau , Andrew Chen , Silvio Cherubini , Vitaliano Chiarella , Tommaso Chiarusi , Marco Circella , Rosanna Cocimano , Joao Coelho , Alexis Coleiro , Marta Colomer Molla , Rosa Coniglione , Paschal Coyle , Alexandre Creusot , Giacomo Cuttone , Antonio D'Onofrio , Richard Dallier , Maarten de Jong , Paul de Jong , Mauro De Palma , Gwenhaël de Wasseige , Els de Wolf , Irene Di Palma , Antonio Diaz , Dídac Diego-Tortosa , Carla Distefano , Alba Domi , Roberto Donà , Corinne Donzaud , Damien Dornic , Manuel Dörr , Doriane Drouhin , Thomas Eberl , Imad El Bojaddaini , Dominik Elsaesser , Alexander Enzenhöfer , Paolo Fermani , Giovanna Ferrara , Miroslav Filipovic , Francesco Filippini , Luigi Antonio Fusco , Omar Gabella , Tamas Gal , Alfonso Andres Garcia Soto , Fabio Garufi , Yoann Gatelet , Nicole Geißelbrecht , Lucio Gialanella , Emidio Giorgio , Sara Rebecca Gozzini , Rodrigo Gracia , Kay Graf , Dario Grasso , Giuseppe Grella , Carlo Guidi , Steffen Hallmann , Hassane Hamdaoui , Aart Heijboer , Amar Hekalo , Juan-Jose Hernandez-Rey , Jannik Hofestädt , Feifei Huang , Walid Idrissi Ibnsalih , Giulia Illuminati , Clancy James , Bouke Jisse Jung , Matthias Kadler , Piotr Kalaczyński , Oleg Kalekin , Uli Katz , Nafis Rezwan Khan Chowdhury , Giorgi Kistauri , Els Koffeman , Paul Kooijman , Antoine Kouchner , Michael Kreter , Vladimir Kulikovskiy , Robert Lahmann , Giuseppina Larosa , Remy Le Breton , Ornella Leonardi , Francesco Leone , Emanuele Leonora , Giuseppe Levi , Massimiliano Lincetto , Miles Lindsey Clark , Thomas Lipreau , Alessandro Lonardo , Fabio Longhitano , Daniel Lopez Coto , Lukas Maderer , Jerzy Mańczak , Karl Mannheim , Annarita Margiotta , Antonio Marinelli , Christos Markou , Lilian Martin , Juan Antonio Martínez-Mora , Agnese Martini , Fabio Marzaioli , Stefano Mastroianni , Safaa Mazzou , Karel Melis , Gennaro Miele , Pasquale Migliozzi , Emilio Migneco , Piotr Mijakowski , Luis Salvador Miranda Palacios , Carlos Maximiliano Mollo , Mauro Morganti , Michael Moser , Abdelilah Moussa , Rasa Muller , Mario Musumeci , Lodewijk Nauta , Sergio Navas , Carlo Alessandro Nicolau , Brían Ó Fearraigh , Mukharbek Organokov , Angelo Orlando , Gogita Papalashvili , Riccardo Papaleo , Cosimo Pastore , Alice Paun , Gabriela Emilia Pavalas , Carmelo Pellegrino , Mathieu Perrin-Terrin , Paolo Piattelli , Camiel Pieterse , Konstantinos Pikounis , Ofelia Pisanti , Chiara Poirè , Vlad Popa , Maarten Post , Thierry Pradier , Gerd Pühlhofer , Sara Pulvirenti , Omphile Rabyang , Fabrizio Raffaelli , Nunzio Randazzo , Antonio Rapicavoli , Soebur Razzaque , Diego Real , Stefan Reck , Giorgio Riccobene , Marc Richer , Stephane Rivoire , Alberto Rovelli , Francisco Salesa Greus , Dorothea Franziska Elisabeth Samtleben , Agustín Sánchez Losa , Matteo Sanguineti , Andrea Santangelo , Domenico Santonocito , Piera Sapienza , Jutta Schnabel , Jordan Seneca , Irene Sgura , Rezo Shanidze , Ankur Sharma , Francesco Simeone , Anna Sinopoulou , Bernardino Spisso , Maurizio Spurio , Dimitris Stavropoulos , Jos Steijger , Simona Maria Stellacci , Mauro Taiuti , Yahya Tayalati , Enrique Tenllado , Tarak Thakore , Steven Tingay , Ekaterini Tzamariudaki , Dimitrios Tzanetatos , Ad van den Berg , Frits van der Knaap , Daan van Eijk , Véronique Van Elewyck , Hans van Haren , Godefroy Vannoye , George Vasileiadis , Federico Versari , Salvatore Viola , Daniele Vivolo , Joern Wilms , Rafał Wojaczyński , Dmitry Zaborov , Sandra Zavatarelli , Angela Zegarelli , Daniele Zito , Juan-de-Dios Zornoza , Juan Zúñiga , Natalia Zywucka

This work presents a novel approach to water Cherenkov neutrino detector event reconstruction and classification. Three forms of a Convolutional Neural Network have been trained to reject cosmic muon events, classify beam events, and…

The current focus of the CERN program is the Large Hadron Collider (LHC), however, CERN is engaged in long baseline neutrino physics with the CNGS project and supports T2K as recognized CERN RE13, and for good reasons: a number of observed…

High Energy Physics - Phenomenology · Physics 2009-10-29 A. Rubbia

Recent neutrino oscillation results have shown that the existing long baseline experiments have some sensitivity to the effects of CP violation in the neutrino sector. This sensitivity is currently statistically limited, but the next…

Instrumentation and Detectors · Physics 2019-08-21 Mark Scott

The ANTARES Collaboration proposes to construct a large area water Cherenkov detector in the deep Mediterranean Sea, optimised for the detection of muons from high-energy astrophysical neutrinos. This paper presents the scientific…

Astrophysics · Physics 2012-08-27 ANTARES Collaboration

The Tokai-to-Kamioka (T2K) experiment studies neutrino oscillations using an off-axis muon neutrino beam with a peak energy of about 0.6 GeV that originates at the J-PARC accelerator facility. Interactions of the neutrinos are observed at…

High Energy Physics - Experiment · Physics 2013-01-23 T2K Collaboration , K. Abe , N. Abgrall , H. Aihara , T. Akiri , J. B. Albert , C. Andreopoulos , S. Aoki , A. Ariga , T. Ariga , S. Assylbekov , D. Autiero , M. Barbi , G. J. Barker , G. Barr , M. Bass , M. Batkiewicz , F. Bay , S. W. Bentham , V. Berardi , B. E. Berger , S. Berkman , I. Bertram , D. Beznosko , S. Bhadra , F. d. M. Blaszczyk , A. Blondel , C. Bojechko , S. Boyd , A. Bravar , C. Bronner , D. G. Brook-Roberge , N. Buchanan , R. G. Calland , J. Caravaca Rodriguez , S. L. Cartwright , R. Castillo , M. G. Catanesi , A. Cervera , D. Cherdack , G. Christodoulou , A. Clifton , J. Coleman , S. J. Coleman , G. Collazuol , K. Connolly , A. Curioni , A. Dabrowska , I. Danko , R. Das , S. Davis , M. Day , J. P. A. M. de Andre , P. de Perio , G. De Rosa , T. Dealtry , C. Densham , F. Di Lodovico , S. Di Luise , J. Dobson , T. Duboyski , F. Dufour , J. Dumarchez , S. Dytman , M. Dziewiecki , M. Dziomba , S. Emery , A. Ereditato , L. Escudero , L. S. Esposito , A. J. Finch , E. Frank , M. Friend , Y. Fujii , Y. Fukuda , V. Galymov , A. Gaudin , S. Giffin , C. Giganti , K. Gilje , T. Golan , J. J. Gomez-Cadenas , M. Gonin , N. Grant , D. Gudin , P. Guzowski , D. R. Hadley , A. Haesler , M. D. Haigh , D. Hansen , T. Hara , M. Hartz , T. Hasegawa , N. C. Hastings , Y. Hayato , C. Hearty , R. L. Helmer , J. Hignight , A. Hillairet , A. Himmel , T. Hiraki , J. Holeczek , S. Horikawa , K. Huang , A. Hyndman , A. K. Ichikawa , K. Ieki , M. Ieva , M. Ikeda , J. Imber , J. Insler , T. Ishida , T. Ishii , S. J. Ives , K. Iyogi , A. Izmaylov , B. Jamieson , R. A. Johnson , J. H. Jo , P. Jonsson , K. K. Joo , G. V. Jover-Manas , C. K. Jung , H. Kaji , T. Kajita , H. Kakuno , J. Kameda , Y. Kanazawa , D. Karlen , I. Karpikov , E. Kearns , M. Khabibullin , F. Khanam , A. Khotjantsev , D. Kielczewska , T. Kikawa , A. Kilinski , J. Y. Kim , J. Kim , S. B. Kim , B. Kirby , J. Kisiel , P. Kitching , T. Kobayashi , G. Kogan , A. Konaka , L. L. Kormos , A. Korzenev , K. Koseki , Y. Koshio , K. Kowalik , I. Kreslo , W. Kropp , H. Kubo , Y. Kudenko , S. Kumaratunga , R. Kurjata , T. Kutter , J. Lagoda , K. Laihem , A. Laing , M. Laveder , M. Lawe , K. P. Lee , C. Licciardi , I. T. Lim , T. Lindner , C. Lister , R. P. Litchfield , A. Longhin , G. D. Lopez , L. Ludovici , M. Macaire , L. Magaletti , K. Mahn , M. Malek , S. Manly , A. Marchionni , A. D. Marino , J. Marteau , J. F. Martin , T. Maruyama , J. Marzec , P. Masliah , E. L. Mathie , C. Matsumura , K. Matsuoka , V. Matveev , K. Mavrokoridis , E. Mazzucato , N. McCauley , K. S. McFarland , C. McGrew , T. McLachlan , M. Messina , C. Metelko , M. Mezzetto , P. Mijakowski , C. A. Miller , A. Minamino , O. Mineev , S. Mine , A. Missert , M. Miura , L. Monfregola , S. Moriyama , Th. A. Mueller , A. Murakami , M. Murdoch , S. Murphy , J. Myslik , T. Nagasaki , T. Nakadaira , M. Nakahata , T. Nakai , K. Nakajima , K. Nakamura , S. Nakayama , T. Nakaya , K. Nakayoshi , D. Naples , T. C. Nicholls , C. Nielsen , K. Nishikawa , Y. Nishimura , H. M. O'Keeffe , Y. Obayashi , R. Ohta , K. Okumura , W. Oryszczak , S. M. Oser , M. Otani , R. A. Owen , Y. Oyama , M. Y. Pac , V. Palladino , V. Paolone , D. Payne , G. F. Pearce , O. Perevozchikov , J. D. Perkin , E. S. Pinzon Guerra , P. Plonski , E. Poplawska , B. Popov , M. Posiadala , J. -M. Poutissou , R. Poutissou , P. Przewlocki , B. Quilain , E. Radicioni , P. N. Rato , M. Ravonel , M. A. Rayner , M. Reeves , E. Reinherz-Aronis , F. Retiere , P. A. Rodrigues , E. Rondio , B. Rossi , S. Roth , A. Rubbia , D. Ruterbories , R. Sacco , K. Sakashita , F. Sanchez , E. Scantamburlo , K. Scholberg , J. Schwehr , M. Scott , D. I. Scully , Y. Seiya , T. Sekiguchi , H. Sekiya , M. Shibata , M. Shiozawa , S. Short , Y. Shustrov , P. Sinclair , B. Smith , R. J. Smith , M. Smy , J. T. Sobczyk , H. Sobel , M. Sorel , L. Southwell , P. Stamoulis , J. Steinmann , B. Still , R. Sulej , A. Suzuki , K. Suzuki , S. Y. Suzuki , Y. Suzuki , T. Szeglowski , M. Szeptycka , R. Tacik , M. Tada , S. Takahashi , A. Takeda , Y. Takeuchi , H. A. Tanaka , M. Tanaka , M. M. Tanaka , I. J. Taylor , D. Terhorst , R. Terri , L. F. Thompson , A. Thorley , S. Tobayama , W. Toki , T. Tomura , Y. Totsuka , C. Touramanis , T. Tsukamoto , M. Tzanov , Y. Uchida , K. Ueno , A. Vacheret , M. Vagins , G. Vasseur , T. Wachala , A. V. Waldron , C. W. Walter , J. Wang , D. Wark , M. O. Wascko , A. Weber , R. Wendell , G. Wikstrom , R. J. Wilkes , M. J. Wilking , C. Wilkinson , Z. Williamson , J. R. Wilson , R. J. Wilson , T. Wongjirad , Y. Yamada , K. Yamamoto , C. Yanagisawa , T. Yano , S. Yen , N. Yershov , M. Yokoyama , T. Yuan , A. Zalewska , L. Zambelli , K. Zaremba , M. Ziembicki , E. D. Zimmerman , M. Zito , J. Zmuda

Super-Kamiokande is the world's largest water Cherenkov experiment with its 50-kton tank of ultrapure water, recently doped with gadolinium to enhance neutron capture identification. It is a highly versatile, multi-purpose experiment in the…

High Energy Physics - Experiment · Physics 2024-05-14 Andrew D. Santos

The detection of high-energy tau neutrinos remains a critical challenge in neutrino astronomy, limited by inadequate angular resolution and sensitivity in current detectors like IceCube and KM3NeT. We present a modular water Cherenkov…

High Energy Astrophysical Phenomena · Physics 2025-08-26 Monong Yu , Yiren Chen , Lei Wang , Shiping Zhao , Xingyu Li , Qiang Yuan , Yi Zhang , Guang Yang

After two decades of measurements, neutrino physics is now advancing into the precision era. Withthe long-baseline experiments designed to tackle current open questions, a new query arises: can atmospheric neutrino experiments also play a…

High Energy Physics - Phenomenology · Physics 2024-01-22 C. A. Argüelles , P. Fernández , I. Martínez-Soler , M. Jin

Neutrino telescopes are large-scale detectors designed to observe Cherenkov radiation produced from neutrino interactions in water or ice. They exist to identify extraterrestrial neutrino sources and to probe fundamental questions…

As long-baseline neutrino experiments enter the precision era, the difficulties associated with understanding neutrino interaction cross sections on atomic nuclei are expected to limit experimental sensitivities to oscillation parameters.…

A water \v{C}erenkov detector project, of megaton scale, to be installed in the Fr\'ejus underground site and dedicated to nucleon decay, neutrinos from supernovae, solar and atmospheric neutrinos, as well as neutrinos from a super-beam…

The standard Super-Kamiokande analysis uses an estimator for particle identification by which it discriminates electrons (electron nutrinos) from muons (muon nutrinos). Use of this estimator has led to the claim of a significant deficiency…

High Energy Physics - Experiment · Physics 2007-05-23 V. I. Galkin , A. M. Anokhina , E. Konishi , A. Misaki

We present an optimization of the hadron focusing system for a low-energy high-intensity conventional neutrino beam (Super-Beam) proposed on the basis of the HP-SPL at CERN with a beam power of 4 MW and an energy of 4.5 GeV. The far…

Accelerator Physics · Physics 2015-05-28 A. Longhin

Large-scale detectors consisting of a liquid scintillator target surrounded by an array of photo-multiplier tubes (PMTs) are widely used in the modern neutrino experiments: Borexino, KamLAND, Daya Bay, Double Chooz, RENO, and the upcoming…

Instrumentation and Detectors · Physics 2022-11-15 Arsenii Gavrikov , Yury Malyshkin , Fedor Ratnikov

We study physics potential of placing a far detector in the east coast of Korea, where the off-axis beam from J-PARC at Tokai village for the T2K project has significant intensity at a few GeV range. In particular we examine the capability…

High Energy Physics - Phenomenology · Physics 2008-11-26 Kaoru Hagiwara , Naotoshi Okamura , Ken-ichi Senda

We propose a new approach to measuring the CP-violating phase in neutrino mixing using atmospheric neutrinos, differing significantly from prior work. We develop an up-down flux ratio for sub-GeV atmospheric neutrinos that incorporates…

High Energy Physics - Phenomenology · Physics 2026-05-19 John F. Beacom , Nicole F. Bell , Matthew J. Dolan , Stephan A. Meighen-Berger , Ho Man Yim

The ANTARES Collaboration is building a high-energy neutrino telescope at 2500 m depth in the Mediterranean Sea. The experiment aims to search for high-energy cosmic neutrinos through the detection of Cerenkov light induced by muons and…

Astrophysics · Physics 2007-10-30 Y. Becherini