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We present TUNA, a Vision-Transformer based network adapted from segmentation to flux regression for faint, diffuse radio emission. Trained on LOFAR-like mock observations derived from cosmological simulations, TUNA accurately reconstructs…

Instrumentation and Methods for Astrophysics · Physics 2025-10-21 Nicoletta Sanvitale , Claudio Gheller , Franco Vazza , Federica Govoni , Matteo Murgia , Valentina Vacca

The Square Kilometer Array (SKA) is an international effort to build the world's largest radio telescope, with one square kilometer collecting area. Besides its ambitious scientific objectives, such as probing the cosmic dawn and cradle of…

Instrumentation and Detectors · Physics 2015-04-23 B. Wang , X. Zhu , C. Gao , Y. Bai , J. W. Dong , L. J. Wang

The Fluorescence detector Array of Single-pixel Telescopes aims to deploy an array of simplified, autonomous fluorescence telescopes over an area of $\sim60,000$ km$^{2}$ to observe ultra-high energy cosmic rays. The unprecedented size of…

Instrumentation and Methods for Astrophysics · Physics 2025-10-28 Fraser Bradfield

Antenna arrays are beginning to make important contributions to high energy astroparticle physics supported by recent progress in the radio technique for air showers. This article provides an update to my more extensive review published in…

Instrumentation and Methods for Astrophysics · Physics 2019-05-17 Frank G. Schröder

The detection of inclined air showers (zenith angles $\theta \gtrsim 65^\circ$) with kilometer-spaced radio-antenna arrays allows measuring cosmic rays at ultra-high energies ($E \lesssim 10^{20}\,\mathrm{eV}$). Radio and particle detector…

High Energy Astrophysical Phenomena · Physics 2024-10-11 Felix Schlüter , Tim Huege

The new EAS Cherenkov array Tunka-133 with about 1 km**2 geometric acceptance area is installed in the Tunka Valley (50 km from Lake Baikal). The array willpermit a detailed study of cosmic ray energy spectrum and mass composition in the…

We present the Tiered Radio Extragalactic Continuum Simulation (T-RECS): a new simulation of the radio sky in continuum, over the 150 MHz-20 GHz range. T-RECS models two main populations of radio galaxies: Active Galactic Nuclei (AGNs) and…

The new EAS Cherenkov array TUNKA-133, with about 1 km**2 sensitive area, is being installed in the Tunka Valley. The investigated energy range is 10**15-10**18 eV. It will consist of 133 optical detectors based on EMI9350 PMTs. Optical…

TAIGA is a hybrid observatory for gamma-ray astronomy at high energies in range from 10 TeV to several EeV. It consists of instruments such as TAIGA-IACT, TAIGA-HiSCORE, and others. TAIGA-HiSCORE, in particular, is an array of wide-angle…

Instrumentation and Methods for Astrophysics · Physics 2021-12-21 Anna Vlaskina , Alexander Kryukov

HAWC is a ground-based observatory consisting of 300 water Cherenkov detectors, which observes the extensive air showers induced by cosmic rays from some TeV to a few PeV and, in particular, gamma rays from 300 GeV to more than 100 TeV. One…

High Energy Astrophysical Phenomena · Physics 2023-10-12 A. Alvarado , T. Capistrán , I. Torres , J. R. SacahuÍ , R. Alfaro

The Auger Engineering Radio Array (AERA) is part of the Pierre Auger Observatory and is used to detect the radio emission of cosmic-ray air showers. These observations are compared to the data of the surface detector stations of the…

High Energy Astrophysical Phenomena · Physics 2016-06-21 The Pierre Auger Collaboration , Alexander Aab , Pedro Abreu , Marco Aglietta , Eun-Joo Ahn , Imen Al Samarai , Ivone Albuquerque , Ingomar Allekotte , Patrick Allison , Alejandro Almela , Jesus Alvarez Castillo , Jaime Alvarez-Muñiz , Rafael Alves Batista , Michelangelo Ambrosio , Amin Aminaei , Gioacchino Alex Anastasi , Luis Anchordoqui , Sofia Andringa , Carla Aramo , Fernando Arqueros , Nicusor Arsene , Hernán Gonzalo Asorey , Pedro Assis , Julien Aublin , Gualberto Avila , Nafiun Awal , Alina Mihaela Badescu , Colin Baus , Jim Beatty , Karl Heinz Becker , Jose A. Bellido , Corinne Berat , Mario Edoardo Bertaina , Xavier Bertou , Peter Biermann , Pierre Billoir , Simon G. Blaess , Alberto Blanco , Miguel Blanco , Jiri Blazek , Carla Bleve , Hans Blümer , Martina Boháčová , Denise Boncioli , Carla Bonifazi , Nataliia Borodai , Jeffrey Brack , Iliana Brancus , Thomas Bretz , Ariel Bridgeman , Pedro Brogueira , Peter Buchholz , Antonio Bueno , Stijn Buitink , Mario Buscemi , Karen S. Caballero-Mora , Barbara Caccianiga , Lorenzo Caccianiga , Marina Candusso , Laurentiu Caramete , Rossella Caruso , Antonella Castellina , Gabriella Cataldi , Lorenzo Cazon , Rosanna Cester , Alan G. Chavez , Andrea Chiavassa , Jose Augusto Chinellato , Jiri Chudoba , Marco Cilmo , Roger W Clay , Giuseppe Cocciolo , Roberta Colalillo , Alan Coleman , Laura Collica , Maria Rita Coluccia , Ruben Conceição , Fernando Contreras , Mathew J. Cooper , Alain Cordier , Stephane Coutu , Corbin Covault , James Cronin , Richard Dallier , Bruno Daniel , Sergio Dasso , Kai Daumiller , Bruce R. Dawson , Rogerio M. de Almeida , Sijbrand J. de Jong , Giuseppe De Mauro , Joao de Mello Neto , Ivan De Mitri , Jaime de Oliveira , Vitor de Souza , Luis del Peral , Olivier Deligny , Niraj Dhital , Claudio Di Giulio , Armando Di Matteo , Johana Chirinos Diaz , Mary Lucia Díaz Castro , Francisco Diogo , Carola Dobrigkeit , Wendy Docters , Juan Carlos D'Olivo , Alexei Dorofeev , Qader Dorosti Hasankiadeh , Rita dos Anjos , Maria Teresa Dova , Jan Ebr , Ralph Engel , Martin Erdmann , Mona Erfani , Carlos O. Escobar , Joao Espadanal , Alberto Etchegoyen , Heino Falcke , Ke Fang , Glennys Farrar , Anderson Fauth , Norberto Fazzini , Andrew P. Ferguson , Brian Fick , Juan Manuel Figueira , Alberto Filevich , Andrej Filipčič , Octavian Fratu , Martín Miguel Freire , Toshihiro Fujii , Beatriz García , Diego Garcia-Gamez , Diego Garcia-Pinto , Florian Gate , Hartmut Gemmeke , Alexandru Gherghel-Lascu , Piera Luisa Ghia , Ugo Giaccari , Marco Giammarchi , Maria Giller , Dariusz Głas , Christian Glaser , Henry Glass , Geraldina Golup , Mariano Gómez Berisso , Primo F. Gómez Vitale , Nicolás González , Ben Gookin , Jacob Gordon , Alessio Gorgi , Peter Gorham , Philippe Gouffon , Nathan Griffith , Aurelio Grillo , Trent D. Grubb , Fausto Guarino , Germano Guedes , Matías Rolf Hampel , Patricia Hansen , Diego Harari , Thomas A. Harrison , Sebastian Hartmann , John Harton , Andreas Haungs , Thomas Hebbeker , Dieter Heck , Philipp Heimann , Alexander E. Herve , Gary C. Hill , Carlos Hojvat , Nicholas Hollon , Ewa Holt , Piotr Homola , Jörg Hörandel , Pavel Horvath , Miroslav Hrabovský , Daniel Huber , Tim Huege , Antonio Insolia , Paula Gina Isar , Ingolf Jandt , Stefan Jansen , Cecilia Jarne , Jeffrey A. Johnsen , Mariela Josebachuili , Alex Kääpä , Olga Kambeitz , Karl Heinz Kampert , Peter Kasper , Igor Katkov , Bianca Keilhauer , Ernesto Kemp , Roger Kieckhafer , Hans Klages , Matthias Kleifges , Jonny Kleinfeller , Raphael Krause , Nicole Krohm , Daniel Kuempel , Gasper Kukec Mezek , Norbert Kunka , Alaa Metwaly Kuotb Awad , Danielle LaHurd , Luca Latronico , Robert Lauer , Markus Lauscher , Pascal Lautridou , Sandra Le Coz , Didier Lebrun , Paul Lebrun , Marcelo Augusto Leigui de Oliveira , Antoine Letessier-Selvon , Isabelle Lhenry-Yvon , Katrin Link , Luis Lopes , Rebeca López , Aida López Casado , Karim Louedec , Agustin Lucero , Max Malacari , Manuela Mallamaci , Jennifer Maller , Dusan Mandat , Paul Mantsch , Analisa Mariazzi , Vincent Marin , Ioana Mariş , Giovanni Marsella , Daniele Martello , Humberto Martinez , Oscar Martínez Bravo , Diane Martraire , Jimmy Masías Meza , Hermann-Josef Mathes , Sebastian Mathys , James Matthews , John Matthews , Giorgio Matthiae , Daniela Maurizio , Eric Mayotte , Peter Mazur , Carlos Medina , Gustavo Medina-Tanco , Rebecca Meissner , Victor Mello , Diego Melo , Alexander Menshikov , Stefano Messina , Maria Isabel Micheletti , Lukas Middendorf , Ignacio A. Minaya , Lino Miramonti , Bogdan Mitrica , Laura Molina-Bueno , Silvia Mollerach , François Montanet , Carlo Morello , Miguel Mostafá , Celio A. Moura , Marcio Aparecido Muller , Gero Müller , Sarah Müller , Sergio Navas , Petr Necesal , Lukas Nellen , Anna Nelles , Jens Neuser , Phong H. Nguyen , Mihai Niculescu-Oglinzanu , Marcus Niechciol , Lukas Niemietz , Tim Niggemann , Dave Nitz , Dalibor Nosek , Vladimir Novotny , Lyberis Nožka , Luis Núñez , Livingstone Ochilo , Foteini Oikonomou , Angela Olinto , Noelia Pacheco , Daniel Pakk Selmi-Dei , Miroslav Palatka , Juan Pallotta , Philipp Papenbreer , Gonzalo Parente , Alejandra Parra , Thomas Paul , Miroslav Pech , Jan Pękala , Rodrigo Pelayo , Iuri Pepe , Lorenzo Perrone , Emily Petermann , Christine Peters , Sergio Petrera , Yevgeniy Petrov , Jamyang Phuntsok , Ricardo Piegaia , Tanguy Pierog , Pablo Pieroni , Mário Pimenta , Valerio Pirronello , Manuel Platino , Matthias Plum , Alessio Porcelli , Czeslaw Porowski , Raul Ribeiro Prado , Paolo Privitera , Michael Prouza , Eduardo J Quel , Sven Querchfeld , Sean Quinn , Julian Rautenberg , Olivier Ravel , Diego Ravignani , Darius Reinert , Benoît Revenu , Jan Ridky , Markus Risse , Pablo Ristori , Vincenzo Rizi , Washington Rodrigues de Carvalho , Jorge Rubén Rodriguez Rojo , Maria Dolores Rodríguez-Frías , Dmytro Rogozin , Jaime Rosado , Markus Roth , Esteban Roulet , Adrian Rovero , Steven J. Saffi , Alexandra Saftoiu , Humberto Salazar , Ahmed Saleh , Francisco Salesa Greus , Gaetano Salina , Jose Sanabria Gomez , Federico Sánchez , Patricia Sanchez-Lucas , Edivaldo Moura Santos , Eva Santos , Fred Sarazin , Biswaijt Sarkar , Raul Sarmento , Christian Sarmiento-Cano , Ricardo Sato , Carlos Scarso , Markus Schauer , Viviana Scherini , Harald Schieler , David Schmidt , Olaf Scholten , Harm Schoorlemmer , Petr Schovánek , Frank G. Schröder , Alexander Schulz , Johannes Schulz , Johannes Schumacher , Sergio Sciutto , Alberto Segreto , Mariangela Settimo , Amir Shadkam , Ronald C. Shellard , Guenter Sigl , Octavian Sima , Andrzej Śmiałkowski , Radomir Šmída , Gregory Snow , Paul Sommers , Sebastian Sonntag , J. Sorokin , Ruben Squartini , Yogendra N. Srivastava , Denis Stanca , Samo Stanič , James Stapleton , Jaroslaw Stasielak , Maurice Stephan , Anne Stutz , Federico Suarez , Mauricio Suarez Durán , Tiina Suomijärvi , A. Daniel Supanitsky , Michael Sutherland , John Swain , Zbigniew Szadkowski , Oscar Alejandro Taborda , Alex Tapia , Andreas Tepe , Vanessa Menezes Theodoro , Omar Tibolla , Charles Timmermans , Carlos J. Todero Peixoto , Gabriel Toma , Lenka Tomankova , Bernardo Tomé , Aurelio Tonachini , Guillermo Torralba Elipe , Diego Torres Machado , Petr Travnicek , Marta Trini , Ralf Ulrich , Michael Unger , Martin Urban , Jose F. Valdés Galicia , Ines Valiño , Laura Valore , Guus van Aar , Patrick van Bodegom , Ad M. van den Berg , Sjoert van Velzen , Arjen van Vliet , Enrique Varela , Bernardo Vargas Cárdenas , Gary Varner , Rafael Vasquez , Jose R. Vázquez , Ricardo Vázquez , Darko Veberič , Valerio Verzi , Jakub Vicha , Mariela Videla , Luis Villaseñor , Brian Vlcek , Serguei Vorobiov , Hernan Wahlberg , Oscar Wainberg , David Walz , Alan Watson , Marc Weber , Klaus Weidenhaupt , Andreas Weindl , Christoph Welling , Felix Werner , Allan Widom , Lawrence Wiencke , Henryk Wilczyński , Tobias Winchen , David Wittkowski , Brian Wundheiler , Sarka Wykes , Lili Yang , Tolga Yapici , Alexey Yushkov , Enrique Zas , Danilo Zavrtanik , Marko Zavrtanik , Arnulfo Zepeda , Benedikt Zimmermann , Michael Ziolkowski , Francesca Zuccarello

Several ongoing and upcoming radio telescopes aim to detect either the global 21 cm signal or the 21 cm power spectrum. The extragalactic radio background, as detected by ARCADE-2 and LWA-1, suggests a strong radio background from cosmic…

Cosmology and Nongalactic Astrophysics · Physics 2025-10-24 Sudipta Sikder , Anastasia Fialkov , Rennan Barkana

The deployment of several large scale arrays is envisioned to study astroparticles at ultra-high energies. In order to circumvent the heavy computational costs of exploring and optimizing their layouts, we have developed a pruning method.…

Instrumentation and Methods for Astrophysics · Physics 2024-01-03 A , Benoit-Lévy , K. Kotera , M. Tueros

Ultra-high-energy cosmic rays (UHECRs) can be detected via the broadband radio pulses produced by their extensive air showers. The Giant Radio Array for Neutrino Detection (GRAND) is a planned radio observatory that aims to deploy…

High Energy Physics - Experiment · Physics 2026-02-04 Zhisen Lai , Oscar Macias , Aurélien Benoit-Lévy , Arsène Ferrière , Matías Tueros

The free-free absorption of low frequency radio waves by thermal electrons in the warm ionized medium of our Galaxy becomes very significant at $\lesssim 10$ MHz (ultralong-wavelength), and the absorption strength depends on the radio…

Astrophysics of Galaxies · Physics 2022-12-14 Yanping Cong , Bin Yue , Yidong Xu , Yuan Shi , Xuelei Chen

Since 2003, significant efforts have been devoted to the understanding of the radio emission of extensive air showers above 20 MHz. Despite some studies led until the early nineties, the band available below 20 MHz has remained unused for…

Instrumentation and Methods for Astrophysics · Physics 2019-05-29 Didier Charrier , Richard Dallier , Antony Escudie , Daniel García-Fernández , Alain Lecacheux , Lilian Martin , Benoît Revenu

TARA (Telescope Array Radar) is a cosmic ray radar detection experiment colocated with Telescope Array, the conventional surface scintillation detector (SD) and fluorescence telescope detector (FD) near Delta, Utah, U.S.A. The TARA detector…

Instrumentation and Methods for Astrophysics · Physics 2016-12-07 R. U. Abbasi , M. Abe , M. Abou Bakr Othman , T. Abu-Zayyad , M. Allen , R. Anderson , R. Azuma , E. Barcikowski , J. W. Belz , D. R. Bergman , D. Besson , S. A. Blake , M. Byrne , R. Cady , M. J. Chae , B. G. Cheon , J. Chiba , M. Chikawa , W. R. Cho , B. Farhang-Boroujeny , T. Fujii , M. Fukushima , W. H. Gillman , T. Goto , W. Hanlon , J. C. Hanson , Y. Hayashi , N. Hayashida , K. Hibino , K. Honda , D. Ikeda , N. Inoue , T. Ishii , R. Ishimori , H. Ito , D. Ivanov , C. Jayanthmurthy , C. C. H. Jui , K. Kadota , F. Kakimoto , O. Kalashev , K. Kasahara , H. Kawai , S. Kawakami , S. Kawana , K. Kawata , E. Kido , H. B. Kim , J. H. Kim , J. H. Kim , S. Kitamura , Y. Kitamura , S. Kunwar , V. Kuzmin , Y. J. Kwon , J. Lan , S. I. Lim , J. P. Lundquist , K. Machida , K. Martens , T. Matsuda , T. Matsuyama , J. N. Matthews , M. Minamino , K. Mukai , I. Myers , K. Nagasawa , S. Nagataki , T. Nakamura , T. Nonaka , A. Nozato , S. Ogio , J. Ogura , M. Ohnishi , H. Ohoka , K. Oki , T. Okuda , M. Ono , A. Oshima , S. Ozawa , I. H. Park , S. Prohira , M. S. Pshirkov , A. Rezazadeh-Reyhani , D. C. Rodriguez , G. Rubtsov , D. Ryu , H. Sagawa , N. Sakurai , A. L. Sampson , L. M. Scott , D. Schurig , P. D. Shah , F. Shibata , T. Shibata , H. Shimodaira , B. K. Shin , J. D. Smith , P. Sokolsky , R. W. Springer , B. T. Stokes , S. R. Stratton , T. A. Stroman , T. Suzawa , H. Takai , M. Takamura , M. Takeda , R. Takeishi , A. Taketa , M. Takita , Y. Tameda , H. Tanaka , K. Tanaka , M. Tanaka , S. B. Thomas , G. B. Thomson , P. Tinyakov , I. Tkachev , H. Tokuno , T. Tomida , S. Troitsky , Y. Tsunesada , K. Tsutsumi , Y. Uchihori , S. Udo , F. Urban , G. Vasiloff , S. Venkatesh , T. Wong , R. Yamane , H. Yamaoka , K. Yamazaki , J. Yang , K. Yashiro , Y. Yoneda , S. Yoshida , H. Yoshii , R. Zollinger , Z. Zundel

Radio-detection is becoming an established technique for the detection of air showers induced by cosmic particles. This is in particular true at the highest energies, where very large detection areas are required. A proper description of…

Instrumentation and Methods for Astrophysics · Physics 2022-10-04 Valentin Decoene , Olivier Martineau-Huynh , Matias Tueros

The project of an EAS Cherenkov array in the Tunka valley/Siberia with an area of about 1 km^2 is presented. The new array will have a ten times bigger area than the existing Tunka-25 array and will permit a detailed study of the cosmic ray…

Accurate reconstruction of the electric field produced by Extensive Air Showers from the signals recorded by the antennas is essential for the radio detection technique, as the key parameters needed to retrieve information about the primary…

Instrumentation and Methods for Astrophysics · Physics 2025-06-03 Kewen Zhang , Tim Huege , Ramesh Koirala , Pengxiong Ma , Matías Tueros , Xin Xu , Chao Zhang , Pengfei Zhang , Yi Zhang
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