45 research outputs found
Estudo energético da configuração em série de colunas de destilação por filme descendente
- Author
- Publication venue
- Publication date
- 01/01/2017
- Field of study
Tese (doutorado) - Universidade Federal de Santa Catarina, Centro Tecnológico, Programa de Pós-Graduação em Engenharia Química, Florianópolis, 2017.Processos de destilação são largamente empregados na indústria de petróleo e petroquímica. Unidades intensificadas energeticamente tem sido propostas, visando a minimização dos requerimentos energéticos que intrinsicamente são altos neste tipo de processo. Colunas de múltiplo efeito, cuja separação é realizada em uma série de unidades, são um exemplo da possibilidade de otimizar a energia necessária para a separação. Neste sentido, este trabalho teve como objetivo avaliar a eficiência energética de uma configuração em série de destilação por filme descendente com aquecimento por termossifão na separação de uma mistura etanol-água. Experimentos foram realizados com três unidades em série, obtendo-se fração mássica de etanol na terceira coluna igual a 82,7%. Este resultado demonstra a possibilidade da utilização de uma série de colunas de filme descendente para incrementar a fração do componente mais volátil. Em paralelo, um modelo matemático para simulação desta unidade foi proposto, a partir do qual foram calculados os requerimentos energéticos da configuração proposta. Este modelo foi desenvolvido utilizando o software Wolfram Mathematica®. O modelo e as simulações correspondentes permitiram avaliar os perfis de temperatura ao longo do comprimento da unidade, cujos valores não podem ser determinados experimentalmente. Em relação a análise energética, observou-se que unidade de filme descendente é mais vantajosa do ponto de vista energético, representando economia de cerca de 29,5% quando comparada com a separação em uma unidade convencional.Abstract : Distillation processes are widely used in petroleum and petrochemical industry. Energetically intensified units have been proposed aiming at minimizing the energy requirements that are intrinsically high in this type of process. Multi-effect columns, whose separation is performed by a series unit, are an example of the possibility of optimizing energy needed for the separation. For this sense, this work had as objective to evaluate the energy efficiency of a series configuration of falling film distillation columns with thermosyphon heating in the separation of an ethanol-water mixture. Experiments were performed with a three units series, obtaining a mass fraction of ethanol in the third column equal to 82,7 %. The result demonstrated the possibility of using a series of falling film distillation columns to increase the concentration of more volatile component. In addition, a mathematical model of this unit was proposed and simulated, where the energy requirements of the proposed configuration were calculated. This model was developed using Wolfram Mathematica® software. The model and its simulations allowed to evaluate the temperature profiles along the unit length, whose values cannot be determined experimentally. With regard to energy analysis, it has been observed that falling film distillation unit was more energy-efficient conventional unit, representing savings of about 29,5 % as compared to separation in a conventional unit
First results from the AugerPrime Radio Detector
- Author
- Abreu Pedro
- Aglietta Marco
- Albury Justin M.
- Allekotte Ingomar
- Almeida Rogerio M. de
- Almela Alejandro
- Alvarez-Muniz Jaime
- Alves Batista Rafael
- Anastasi Gioacchino Alex
- Anchordoqui Luis A.
- Andrada Belén
- Andringa Sofia
- Anjos Rita dos
- Aramo Carla
- Araújo Ferreira Paulo Ricardo
- Arteaga Velazquez Juan Carlos
- Asorey Hernán Gonzalo
- Assis Pedro
- Avila Gualberto
- Badescu Alina Mihaela
- Bakalova Alena
- Balaceanu Alexandru
- Barbato Felicia
- Barreira Luz Ricardo Jorge
- Becker Karl-Heinz
- Bellido Jose A.
- Berat Corinne
- Bertaina Mario Edoardo
- Bertou Xavier
- Biermann Peter L.
- Binet Virginia
- Bismark Kathrin
- Bister Teresa
- Biteau Jonathan
- Blazek Jiri
- Bleve Carla
- Bohacova Martina
- boncioli denise
- Bonifazi Carla
- Bonneau Arbeletche Luan
- Borodai Nataliia
- Botti Ana Martina
- Brack Jeffrey
- Bretz Thomas
- Brichetto Orchera P. Gabriel
- Briechle Florian Lukas
- Buchholz Peter
- Bueno Antonio
- Buitink Stijn
- Buscemi Mario
- Büsken Max
- Caballero-Mora Karen S.
- Caccianiga Lorenzo
- Canfora Fabrizia
- Caracas Ioana
- Carceller Juan Miguel
- Caruso Rossella
- Castellina Antonella
- Catalani Fernando
- Cataldi Gabriella
- Cazon Lorenzo
- Cerda Marcos
- Chinellato Jose Augusto
- Chudoba Jiri
- Chytka Ladislav
- Clay Roger W.
- Cobos Cerutti Agustín
- Colalillo Roberta
- Coleman Alan
- Coluccia Maria Rita
- Conceição Rúben
- Condorelli Antonio
- Consolati Giovanni
- Contreras Fernando
- Convenga Fabio
- Correia dos Santos Diego
- Covault Corbin
- D\u27Olivo Juan Carlos
- Dasso Sergio
- Daumiller Kai
- Dawson Bruce R.
- Day Jarryd A.
- De Mauro Giuseppe
- De Mitri Ivan
- De Vito Emanuele
- Deligny Olivier
- Deval Luca
- Dobrigkeit Carola
- Domingues Mendes Luis Miguel
- Dova Maria Teresa
- Ebr Jan
- Engel Ralph
- Epicoco Italo
- Erdmann Martin
- Escobar Carlos O.
- Etchegoyen Alberto
- Falcke Heino
- Farmer John
- Farrar Glennys R.
- Fauth Anderson
- Fazzini Norberto
- Feldbusch Fridtjof
- Fenu Francesco
- Fick Brian
- Figueira Juan Manuel
- Filipcic Andrej
- Fitoussi Thomas
- Fodran Tomáš
- Freire Martín Miguel
- Fujii Toshihiro
- Fuster Alan
- Galea Cristina
- Galelli Claudio
- García Vegas Adrianna Luz
- García Beatriz
- Gemmeke Hartmut
- Gesualdi Flavia
- Gherghel-Lascu Alexandru
- Ghia Piera Luisa
- GIACCARI Ugo
- Giammarchi Marco
- Glombitza Jonas
- Gobbi Fabian
- Gollan Fernando
- Golup Geraldina
- Gongora Juan Pablo
- Gonzalez Nicolas Martin
- González Juan Manuel
- Goos Isabel
- Gora Dariusz
- Gorgi Alessio
- Gottowik Marvin
- Grubb Trent D.
- Guarino Fausto
- Guedes Germano
- Guido Eleonora
- Gómez Berisso Mariano
- Gómez Vitale Primo F.
- Hahn Steffen
- Hamal Petr
- Hampel Matías Rolf
- Hansen Patricia María
- Harari Diego
- Harvey Violet M.
- Haungs Andreas
- Hebbeker Thomas
- Heck Dieter
- Hill Gary C.
- Hojvat Carlos
- Horvath Pavel
- Hrabovsky Miroslav
- Huege Tim
- Hörandel Jörg
- Insolia Antonio
- Isar Paula Gina
- Janecek Petr
- Jesús Joaquín de
- Johnsen Jeffrey A.
- Jong Sijbrand J. de
- Juryšek Jakub
- Kampert Karl-Heinz
- Karastathis Nikolaos
- Keilhauer Bianca
- Kemp Julian
- Khakurdikar Abha
- Kizakke Covilakam Varada Varma
- Klages Hans
- Kleifges Matthias
- Kleinfeller Jonny
- Kunka Norbert
- Kääpä Alex
- Köpke Marcel
- Lago Bruno L.
- Lang Rodrigo Guedes
- Langner Niklas
- Leigui de Oliveira Marcelo Augusto
- Lenok Vladimir
- Letessier-Selvon Antoine
- Lhenry-Yvon Isabelle
- Lo Presti Domenico
- LOPES Luis
- Lu Lu
- Luce Quentin
- Lundquist Jon Paul
- López Rebeca
- Machado Payeras Allan
- Mancarella Giovanni
- Mandat Dusan
- Manning Bradley C.
- Manshanden Julien
- Mantsch Paul
- Marafico Sullivan
- Mariazzi Analisa
- Maris Ioana Codrina
- Marsella Giovanni
- Martello Daniele
- Martinelli Sara
- Martínez Bravo Oscar
- Mastrodicasa Massimo
- Mathes Hermann-Josef
- Matteo Armando di
- Matthews James
- Matthiae Giorgio
- Mayotte Eric
- Mazur Peter
- Medina-Tanco Gustavo
- Mello Neto João de
- Melo Diego
- Menshikov Alexander
- Merenda Kevin-Druis
- Michal Stanislav
- Micheletti Maria Isabel
- Miramonti Lino
- Mollerach Silvia
- Montanet François
- Morello Carlo
- Mostafa Miguel
- Muller Marcio Aparecido
- Mulrey Katharine
- Mussa Roberto
- Muzio Marco Stein
- Müller Ana L.
- Namasaka Wilson M.
- Nasr-Esfahani Alina
- Nellen Lukas
- Niculescu-Oglinzanu Mihai
- Niechciol Marcus
- Nitz Dave
- Nosek Dalibor
- Novotný Vladimír
- Nozka Libor
- Nucita Achille
- Nunez Luis A.
- Oliveira Franco Danelise de
- Oliveira Jaime de
- Palatka Miroslav
- Pallotta Juan
- Palma Francesco de
- Papenbreer Philipp
- Parente Gonzalo
- Parra Alejandra
- Pawlowsky Jannis
- Pech Miroslav
- Pedreira Francisco
- Pelayo Rodrigo
- Pereira Martins Edyvania Emily
- Perez Armand Johnnier
- Perlin Matías
- Perrone Lorenzo
- Petrera Sergio
- Peña-Rodríguez Jesús
- Pierog Tanguy
- Pierre Auger Collaboration
- Pimenta Mário
- Pirronello Valerio
- Platino Manuel
- Pont Bjarni
- Pothast Mart
- Privitera Paolo
- Prouza Michael
- Puyleart Andrew
- Pérez Bertolli Carmina
- Pękala Jan
- Querchfeld Sven
- Rautenberg Julian
- Ravignani Diego
- Reininghaus Maximilian
- Ridky Jan
- Riehn Felix
- Risse Markus
- Rizi Vincenzo
- Rodrigues de Carvalho Washington
- Rodriguez Rojo Jorge Rubén
- Roncoroni Matías J.
- Rossoni Simone
- Roth Markus
- Roulet Esteban
- Rovero Adrian
- Ruehl Philip
- Río Mariano del
- Saftoiu Alexandra
- Salamida Francesco
- Salazar Humberto Ibarguen
- Salina Gaetano
- Sanabria Gomez Jose
- Santos Diego dos
- Santos Edivaldo Moura
- Santos Eva
- Sarazin Fred
- Sarmento Raul
- Sarmiento-Cano Christian
- Sato Ricardo
- Savina Pierpaolo
- Scherini Viviana
- Schieler Harald
- Schimassek Martin
- Schimp Michael
- Schlüter Felix
- Schmidt David
- Scholten Olaf
- Schovanek Petr
- Schröder Frank G.
- Schröder Sonja
- Schulte Josina
- Schäfer Christoph M.
- Sciutto Sergio
- Scornavacche Marina
- Segreto Alberto
- Sehgal Srijan
- Shellard Ronald C.
- Sigl Guenter
- Silli Gaia
- Sima Octavian
- Smida Radomir
- Sommers Paul
- Soriano Jorge F.
- Souchard Julien
- Souza Vitor de
- Squartini Ruben
- Stadelmaier Maximilian
- Stanca Denis
- Stanič Samo
- Stasielak Jaroslaw
- Stassi Patrick
- Streich Alexander
- Sudholz Tristan
- Suomijarvi Tiina
- Supanitsky A. Daniel
- Suárez-Durán Mauricio
- Szadkowski Zbigniew
- Sánchez Federico Andrés
- Tapia Alex
- Taricco Carla
- Timmermans Charles
- Tkachenko Olena
- Tobiska Petr
- Todero Peixoto Carlos J.
- Tomé Bernardo
- Torrès Zoé
- Travaini Andres
- Travnicek Petr
- Trimarelli Caterina
- Tueros Matias
- Ulrich Ralf
- Unger Michael
- Vaclavek Lukáš
- Vacula Martin
- Valdés Galicia Jose F.
- Valore Laura
- Varela Enrique
- Veberic Darko
- Ventura Cynthia
- Vergara Quispe Indira D.
- Verzi Valerio
- Vicha Jakub
- Vink Jacco
- Vorobiov Serguei
- Vásquez-Ramírez Adriana
- Wahlberg Hernan
- Watanabe Clara Keiko Oliveira
- Watson Alan
- Weber Marc
- Weindl Andreas
- Wiencke Lawrence
- Wilczyński Henryk
- Wirtz Marcus
- Wittkowski David
- Wundheiler Brian
- Yushkov Alexey
- Zapparrata Orazio
- Zas Enrique
- Zavrtanik Danilo
- Zavrtanik Marko
- Zehrer Lukas
- Publication venue
- Scuola Internazionale Superiore di Studi Avanzati
- Publication date
- 04/10/2021
- Field of study
Update of the Offline Framework for AugerPrime
- Author
- Abreu Pedro
- Aglietta Marco
- Albury Justin M.
- Allekotte Ingomar
- Almeida Rogerio M. de
- Almela Alejandro
- Alvarez-Muniz Jaime
- Alves Batista Rafael
- Anastasi Gioacchino Alex
- Anchordoqui Luis A.
- Andrada Belén
- Andringa Sofia
- Anjos Rita dos
- Aramo Carla
- Araújo Ferreira Paulo Ricardo
- Arteaga Velazquez Juan Carlos
- Asorey Hernán Gonzalo
- Assis Pedro
- Avila Gualberto
- Badescu Alina Mihaela
- Bakalova Alena
- Balaceanu Alexandru
- Barbato Felicia
- Barreira Luz Ricardo Jorge
- Becker Karl-Heinz
- Bellido Jose A.
- Berat Corinne
- Bertaina Mario Edoardo
- Bertou Xavier
- Biermann Peter L.
- Binet Virginia
- Bismark Kathrin
- Bister Teresa
- Biteau Jonathan
- Blazek Jiri
- Bleve Carla
- Bohacova Martina
- boncioli denise
- Bonifazi Carla
- Bonneau Arbeletche Luan
- Borodai Nataliia
- Botti Ana Martina
- Brack Jeffrey
- Bretz Thomas
- Brichetto Orchera P. Gabriel
- Briechle Florian Lukas
- Buchholz Peter
- Bueno Antonio
- Buitink Stijn
- Buscemi Mario
- Büsken Max
- Caballero-Mora Karen S.
- Caccianiga Lorenzo
- Canfora Fabrizia
- Caracas Ioana
- Carceller Juan Miguel
- Caruso Rossella
- Castellina Antonella
- Catalani Fernando
- Cataldi Gabriella
- Cazon Lorenzo
- Cerda Marcos
- Chinellato Jose Augusto
- Chudoba Jiri
- Chytka Ladislav
- Clay Roger W.
- Cobos Cerutti Agustín
- Colalillo Roberta
- Coleman Alan
- Coluccia Maria Rita
- Conceição Rúben
- Condorelli Antonio
- Consolati Giovanni
- Contreras Fernando
- Convenga Fabio
- Correia dos Santos Diego
- Covault Corbin
- D\u27Olivo Juan Carlos
- Dasso Sergio
- Daumiller Kai
- Dawson Bruce R.
- Day Jarryd A.
- De Mauro Giuseppe
- De Mitri Ivan
- De Vito Emanuele
- Deligny Olivier
- Deval Luca
- Dobrigkeit Carola
- Domingues Mendes Luis Miguel
- Dova Maria Teresa
- Ebr Jan
- Engel Ralph
- Epicoco Italo
- Erdmann Martin
- Escobar Carlos O.
- Etchegoyen Alberto
- Falcke Heino
- Farmer John
- Farrar Glennys R.
- Fauth Anderson
- Fazzini Norberto
- Feldbusch Fridtjof
- Fenu Francesco
- Fick Brian
- Figueira Juan Manuel
- Filipcic Andrej
- Fitoussi Thomas
- Fodran Tomáš
- Freire Martín Miguel
- Fujii Toshihiro
- Fuster Alan
- Galea Cristina
- Galelli Claudio
- García Vegas Adrianna Luz
- García Beatriz
- Gemmeke Hartmut
- Gesualdi Flavia
- Gherghel-Lascu Alexandru
- Ghia Piera Luisa
- GIACCARI Ugo
- Giammarchi Marco
- Glombitza Jonas
- Gobbi Fabian
- Gollan Fernando
- Golup Geraldina
- Gongora Juan Pablo
- Gonzalez Nicolas Martin
- González Juan Manuel
- Goos Isabel
- Gora Dariusz
- Gorgi Alessio
- Gottowik Marvin
- Grubb Trent D.
- Guarino Fausto
- Guedes Germano
- Guido Eleonora
- Gómez Berisso Mariano
- Gómez Vitale Primo F.
- Hahn Steffen
- Hamal Petr
- Hampel Matías Rolf
- Hansen Patricia María
- Harari Diego
- Harvey Violet M.
- Haungs Andreas
- Hebbeker Thomas
- Heck Dieter
- Hill Gary C.
- Hojvat Carlos
- Horvath Pavel
- Hrabovsky Miroslav
- Huege Tim
- Hörandel Jörg
- Insolia Antonio
- Isar Paula Gina
- Janecek Petr
- Jesús Joaquín de
- Johnsen Jeffrey A.
- Jong Sijbrand J. de
- Juryšek Jakub
- Kampert Karl-Heinz
- Karastathis Nikolaos
- Keilhauer Bianca
- Kemp Julian
- Khakurdikar Abha
- Kizakke Covilakam Varada Varma
- Klages Hans
- Kleifges Matthias
- Kleinfeller Jonny
- Kunka Norbert
- Kääpä Alex
- Köpke Marcel
- Lago Bruno L.
- Lang Rodrigo Guedes
- Langner Niklas
- Leigui de Oliveira Marcelo Augusto
- Lenok Vladimir
- Letessier-Selvon Antoine
- Lhenry-Yvon Isabelle
- Lo Presti Domenico
- LOPES Luis
- Lu Lu
- Luce Quentin
- Lundquist Jon Paul
- López Rebeca
- Machado Payeras Allan
- Mancarella Giovanni
- Mandat Dusan
- Manning Bradley C.
- Manshanden Julien
- Mantsch Paul
- Marafico Sullivan
- Mariazzi Analisa
- Maris Ioana Codrina
- Marsella Giovanni
- Martello Daniele
- Martinelli Sara
- Martínez Bravo Oscar
- Mastrodicasa Massimo
- Mathes Hermann-Josef
- Matteo Armando di
- Matthews James
- Matthiae Giorgio
- Mayotte Eric
- Mazur Peter
- Medina-Tanco Gustavo
- Mello Neto João de
- Melo Diego
- Menshikov Alexander
- Merenda Kevin-Druis
- Michal Stanislav
- Micheletti Maria Isabel
- Miramonti Lino
- Mollerach Silvia
- Montanet François
- Morello Carlo
- Mostafa Miguel
- Muller Marcio Aparecido
- Mulrey Katharine
- Mussa Roberto
- Muzio Marco Stein
- Müller Ana L.
- Namasaka Wilson M.
- Nasr-Esfahani Alina
- Nellen Lukas
- Niculescu-Oglinzanu Mihai
- Niechciol Marcus
- Nitz Dave
- Nosek Dalibor
- Novotný Vladimír
- Nozka Libor
- Nucita Achille
- Nunez Luis A.
- Oliveira Franco Danelise de
- Oliveira Jaime de
- Palatka Miroslav
- Pallotta Juan
- Palma Francesco de
- Papenbreer Philipp
- Parente Gonzalo
- Parra Alejandra
- Pawlowsky Jannis
- Pech Miroslav
- Pedreira Francisco
- Pelayo Rodrigo
- Pereira Martins Edyvania Emily
- Perez Armand Johnnier
- Perlin Matías
- Perrone Lorenzo
- Petrera Sergio
- Peña-Rodríguez Jesús
- Pierog Tanguy
- Pierre Auger Collaboration
- Pimenta Mário
- Pirronello Valerio
- Platino Manuel
- Pont Bjarni
- Pothast Mart
- Privitera Paolo
- Prouza Michael
- Puyleart Andrew
- Pérez Bertolli Carmina
- Pękala Jan
- Querchfeld Sven
- Rautenberg Julian
- Ravignani Diego
- Reininghaus Maximilian
- Ridky Jan
- Riehn Felix
- Risse Markus
- Rizi Vincenzo
- Rodrigues de Carvalho Washington
- Rodriguez Rojo Jorge Rubén
- Roncoroni Matías J.
- Rossoni Simone
- Roth Markus
- Roulet Esteban
- Rovero Adrian
- Ruehl Philip
- Río Mariano del
- Saftoiu Alexandra
- Salamida Francesco
- Salazar Humberto Ibarguen
- Salina Gaetano
- Sanabria Gomez Jose
- Santos Diego dos
- Santos Edivaldo Moura
- Santos Eva
- Sarazin Fred
- Sarmento Raul
- Sarmiento-Cano Christian
- Sato Ricardo
- Savina Pierpaolo
- Scherini Viviana
- Schieler Harald
- Schimassek Martin
- Schimp Michael
- Schlüter Felix
- Schmidt David
- Scholten Olaf
- Schovanek Petr
- Schröder Frank G.
- Schröder Sonja
- Schulte Josina
- Schäfer Christoph M.
- Sciutto Sergio
- Scornavacche Marina
- Segreto Alberto
- Sehgal Srijan
- Shellard Ronald C.
- Sigl Guenter
- Silli Gaia
- Sima Octavian
- Smida Radomir
- Sommers Paul
- Soriano Jorge F.
- Souchard Julien
- Souza Vitor de
- Squartini Ruben
- Stadelmaier Maximilian
- Stanca Denis
- Stanič Samo
- Stasielak Jaroslaw
- Stassi Patrick
- Streich Alexander
- Sudholz Tristan
- Suomijarvi Tiina
- Supanitsky A. Daniel
- Suárez-Durán Mauricio
- Szadkowski Zbigniew
- Sánchez Federico Andrés
- Tapia Alex
- Taricco Carla
- Timmermans Charles
- Tkachenko Olena
- Tobiska Petr
- Todero Peixoto Carlos J.
- Tomé Bernardo
- Torrès Zoé
- Travaini Andres
- Travnicek Petr
- Trimarelli Caterina
- Tueros Matias
- Ulrich Ralf
- Unger Michael
- Vaclavek Lukáš
- Vacula Martin
- Valdés Galicia Jose F.
- Valore Laura
- Varela Enrique
- Veberic Darko
- Ventura Cynthia
- Vergara Quispe Indira D.
- Verzi Valerio
- Vicha Jakub
- Vink Jacco
- Vorobiov Serguei
- Vásquez-Ramírez Adriana
- Wahlberg Hernan
- Watanabe Clara Keiko Oliveira
- Watson Alan
- Weber Marc
- Weindl Andreas
- Wiencke Lawrence
- Wilczyński Henryk
- Wirtz Marcus
- Wittkowski David
- Wundheiler Brian
- Yushkov Alexey
- Zapparrata Orazio
- Zas Enrique
- Zavrtanik Danilo
- Zavrtanik Marko
- Zehrer Lukas
- Publication venue
- Scuola Internazionale Superiore di Studi Avanzati
- Publication date
- 04/10/2021
- Field of study
A search for ultra-high-energy photons at the Pierre Auger Observatory exploiting air-shower universality
- Author
- Abreu Pedro
- Aglietta Marco
- Albury Justin M.
- Allekotte Ingomar
- Almeida Rogerio M. de
- Almela Alejandro
- Alvarez-Muniz Jaime
- Alves Batista Rafael
- Anastasi Gioacchino Alex
- Anchordoqui Luis A.
- Andrada Belén
- Andringa Sofia
- Anjos Rita dos
- Aramo Carla
- Araújo Ferreira Paulo Ricardo
- Arteaga Velazquez Juan Carlos
- Asorey Hernán Gonzalo
- Assis Pedro
- Avila Gualberto
- Badescu Alina Mihaela
- Bakalova Alena
- Balaceanu Alexandru
- Barbato Felicia
- Barreira Luz Ricardo Jorge
- Becker Karl-Heinz
- Bellido Jose A.
- Berat Corinne
- Bertaina Mario Edoardo
- Bertou Xavier
- Biermann Peter L.
- Binet Virginia
- Bismark Kathrin
- Bister Teresa
- Biteau Jonathan
- Blazek Jiri
- Bleve Carla
- Bohacova Martina
- boncioli denise
- Bonifazi Carla
- Bonneau Arbeletche Luan
- Borodai Nataliia
- Botti Ana Martina
- Brack Jeffrey
- Bretz Thomas
- Brichetto Orchera P. Gabriel
- Briechle Florian Lukas
- Buchholz Peter
- Bueno Antonio
- Buitink Stijn
- Buscemi Mario
- Büsken Max
- Caballero-Mora Karen S.
- Caccianiga Lorenzo
- Canfora Fabrizia
- Caracas Ioana
- Carceller Juan Miguel
- Caruso Rossella
- Castellina Antonella
- Catalani Fernando
- Cataldi Gabriella
- Cazon Lorenzo
- Cerda Marcos
- Chinellato Jose Augusto
- Chudoba Jiri
- Chytka Ladislav
- Clay Roger W.
- Cobos Cerutti Agustín
- Colalillo Roberta
- Coleman Alan
- Coluccia Maria Rita
- Conceição Rúben
- Condorelli Antonio
- Consolati Giovanni
- Contreras Fernando
- Convenga Fabio
- Correia dos Santos Diego
- Covault Corbin
- D\u27Olivo Juan Carlos
- Dasso Sergio
- Daumiller Kai
- Dawson Bruce R.
- Day Jarryd A.
- De Mauro Giuseppe
- De Mitri Ivan
- De Vito Emanuele
- Deligny Olivier
- Deval Luca
- Dobrigkeit Carola
- Domingues Mendes Luis Miguel
- Dova Maria Teresa
- Ebr Jan
- Engel Ralph
- Epicoco Italo
- Erdmann Martin
- Escobar Carlos O.
- Etchegoyen Alberto
- Falcke Heino
- Farmer John
- Farrar Glennys R.
- Fauth Anderson
- Fazzini Norberto
- Feldbusch Fridtjof
- Fenu Francesco
- Fick Brian
- Figueira Juan Manuel
- Filipcic Andrej
- Fitoussi Thomas
- Fodran Tomáš
- Freire Martín Miguel
- Fujii Toshihiro
- Fuster Alan
- Galea Cristina
- Galelli Claudio
- García Vegas Adrianna Luz
- García Beatriz
- Gemmeke Hartmut
- Gesualdi Flavia
- Gherghel-Lascu Alexandru
- Ghia Piera Luisa
- GIACCARI Ugo
- Giammarchi Marco
- Glombitza Jonas
- Gobbi Fabian
- Gollan Fernando
- Golup Geraldina
- Gongora Juan Pablo
- Gonzalez Nicolas Martin
- González Juan Manuel
- Goos Isabel
- Gora Dariusz
- Gorgi Alessio
- Gottowik Marvin
- Grubb Trent D.
- Guarino Fausto
- Guedes Germano
- Guido Eleonora
- Gómez Berisso Mariano
- Gómez Vitale Primo F.
- Hahn Steffen
- Hamal Petr
- Hampel Matías Rolf
- Hansen Patricia María
- Harari Diego
- Harvey Violet M.
- Haungs Andreas
- Hebbeker Thomas
- Heck Dieter
- Hill Gary C.
- Hojvat Carlos
- Horvath Pavel
- Hrabovsky Miroslav
- Huege Tim
- Hörandel Jörg
- Insolia Antonio
- Isar Paula Gina
- Janecek Petr
- Jesús Joaquín de
- Johnsen Jeffrey A.
- Jong Sijbrand J. de
- Juryšek Jakub
- Kampert Karl-Heinz
- Karastathis Nikolaos
- Keilhauer Bianca
- Kemp Julian
- Khakurdikar Abha
- Kizakke Covilakam Varada Varma
- Klages Hans
- Kleifges Matthias
- Kleinfeller Jonny
- Kunka Norbert
- Kääpä Alex
- Köpke Marcel
- Lago Bruno L.
- Lang Rodrigo Guedes
- Langner Niklas
- Leigui de Oliveira Marcelo Augusto
- Lenok Vladimir
- Letessier-Selvon Antoine
- Lhenry-Yvon Isabelle
- Lo Presti Domenico
- LOPES Luis
- Lu Lu
- Luce Quentin
- Lundquist Jon Paul
- López Rebeca
- Machado Payeras Allan
- Mancarella Giovanni
- Mandat Dusan
- Manning Bradley C.
- Manshanden Julien
- Mantsch Paul
- Marafico Sullivan
- Mariazzi Analisa
- Maris Ioana Codrina
- Marsella Giovanni
- Martello Daniele
- Martinelli Sara
- Martínez Bravo Oscar
- Mastrodicasa Massimo
- Mathes Hermann-Josef
- Matteo Armando di
- Matthews James
- Matthiae Giorgio
- Mayotte Eric
- Mazur Peter
- Medina-Tanco Gustavo
- Mello Neto João de
- Melo Diego
- Menshikov Alexander
- Merenda Kevin-Druis
- Michal Stanislav
- Micheletti Maria Isabel
- Miramonti Lino
- Mollerach Silvia
- Montanet François
- Morello Carlo
- Mostafa Miguel
- Muller Marcio Aparecido
- Mulrey Katharine
- Mussa Roberto
- Muzio Marco Stein
- Müller Ana L.
- Namasaka Wilson M.
- Nasr-Esfahani Alina
- Nellen Lukas
- Niculescu-Oglinzanu Mihai
- Niechciol Marcus
- Nitz Dave
- Nosek Dalibor
- Novotný Vladimír
- Nozka Libor
- Nucita Achille
- Nunez Luis A.
- Oliveira Franco Danelise de
- Oliveira Jaime de
- Palatka Miroslav
- Pallotta Juan
- Palma Francesco de
- Papenbreer Philipp
- Parente Gonzalo
- Parra Alejandra
- Pawlowsky Jannis
- Pech Miroslav
- Pedreira Francisco
- Pelayo Rodrigo
- Pereira Martins Edyvania Emily
- Perez Armand Johnnier
- Perlin Matías
- Perrone Lorenzo
- Petrera Sergio
- Peña-Rodríguez Jesús
- Pierog Tanguy
- Pierre Auger Collaboration
- Pimenta Mário
- Pirronello Valerio
- Platino Manuel
- Pont Bjarni
- Pothast Mart
- Privitera Paolo
- Prouza Michael
- Puyleart Andrew
- Pérez Bertolli Carmina
- Pękala Jan
- Querchfeld Sven
- Rautenberg Julian
- Ravignani Diego
- Reininghaus Maximilian
- Ridky Jan
- Riehn Felix
- Risse Markus
- Rizi Vincenzo
- Rodrigues de Carvalho Washington
- Rodriguez Rojo Jorge Rubén
- Roncoroni Matías J.
- Rossoni Simone
- Roth Markus
- Roulet Esteban
- Rovero Adrian
- Ruehl Philip
- Río Mariano del
- Saftoiu Alexandra
- Salamida Francesco
- Salazar Humberto Ibarguen
- Salina Gaetano
- Sanabria Gomez Jose
- Santos Diego dos
- Santos Edivaldo Moura
- Santos Eva
- Sarazin Fred
- Sarmento Raul
- Sarmiento-Cano Christian
- Sato Ricardo
- Savina Pierpaolo
- Scherini Viviana
- Schieler Harald
- Schimassek Martin
- Schimp Michael
- Schlüter Felix
- Schmidt David
- Scholten Olaf
- Schovanek Petr
- Schröder Frank G.
- Schröder Sonja
- Schulte Josina
- Schäfer Christoph M.
- Sciutto Sergio
- Scornavacche Marina
- Segreto Alberto
- Sehgal Srijan
- Shellard Ronald C.
- Sigl Guenter
- Silli Gaia
- Sima Octavian
- Smida Radomir
- Sommers Paul
- Soriano Jorge F.
- Souchard Julien
- Souza Vitor de
- Squartini Ruben
- Stadelmaier Maximilian
- Stanca Denis
- Stanič Samo
- Stasielak Jaroslaw
- Stassi Patrick
- Streich Alexander
- Sudholz Tristan
- Suomijarvi Tiina
- Supanitsky A. Daniel
- Suárez-Durán Mauricio
- Szadkowski Zbigniew
- Sánchez Federico Andrés
- Tapia Alex
- Taricco Carla
- Timmermans Charles
- Tkachenko Olena
- Tobiska Petr
- Todero Peixoto Carlos J.
- Tomé Bernardo
- Torrès Zoé
- Travaini Andres
- Travnicek Petr
- Trimarelli Caterina
- Tueros Matias
- Ulrich Ralf
- Unger Michael
- Vaclavek Lukáš
- Vacula Martin
- Valdés Galicia Jose F.
- Valore Laura
- Varela Enrique
- Veberic Darko
- Ventura Cynthia
- Vergara Quispe Indira D.
- Verzi Valerio
- Vicha Jakub
- Vink Jacco
- Vorobiov Serguei
- Vásquez-Ramírez Adriana
- Wahlberg Hernan
- Watanabe Clara Keiko Oliveira
- Watson Alan
- Weber Marc
- Weindl Andreas
- Wiencke Lawrence
- Wilczyński Henryk
- Wirtz Marcus
- Wittkowski David
- Wundheiler Brian
- Yushkov Alexey
- Zapparrata Orazio
- Zas Enrique
- Zavrtanik Danilo
- Zavrtanik Marko
- Zehrer Lukas
- Publication venue
- Scuola Internazionale Superiore di Studi Avanzati
- Publication date
- 04/10/2021
- Field of study
The Pierre Auger Observatory is the most sensitive detector to primary photons with energies above ∼0.2 EeV. It measures extensive air showers using a hybrid technique that combines a fluorescence detector (FD) with a ground array of particle detectors (SD). The signatures of a photon-induced air shower are a larger atmospheric depth at the shower maximum (Xmax) and a steeper lateral distribution function, along with a lower number of muons with respect to the bulk of hadron-induced background. Using observables measured by the FD and SD, three photon searches in different energy bands are performed. In particular, between threshold energies of 1-10 EeV, a new analysis technique has been developed by combining the FD-based measurement of Xmax with the SD signal through a parameter related to its muon content, derived from the universality of the air showers. This technique has led to a better photon/hadron separation and, consequently, to a higher search sensitivity, resulting in a tighter upper limit than before. The outcome of this new analysis is presented here, along with previous results in the energy ranges below 1 EeV and above 10 EeV. From the data collected by the Pierre Auger Observatory in about 15 years of operation, the most stringent constraints on the fraction of photons in the cosmic flux are set over almost three decades in energy
Study on multi-ELVES in the Pierre Auger Observatory
- Author
- Abreu Pedro
- Aglietta Marco
- Albury Justin M.
- Allekotte Ingomar
- Almeida Rogerio M. de
- Almela Alejandro
- Alvarez-Muniz Jaime
- Alves Batista Rafael
- Anastasi Gioacchino Alex
- Anchordoqui Luis A.
- Andrada Belén
- Andringa Sofia
- Anjos Rita dos
- Aramo Carla
- Araújo Ferreira Paulo Ricardo
- Arteaga Velazquez Juan Carlos
- Asorey Hernán Gonzalo
- Assis Pedro
- Avila Gualberto
- Badescu Alina Mihaela
- Bakalova Alena
- Balaceanu Alexandru
- Barbato Felicia
- Barreira Luz Ricardo Jorge
- Becker Karl-Heinz
- Bellido Jose A.
- Berat Corinne
- Bertaina Mario Edoardo
- Bertou Xavier
- Biermann Peter L.
- Binet Virginia
- Bismark Kathrin
- Bister Teresa
- Biteau Jonathan
- Blazek Jiri
- Bleve Carla
- Bohacova Martina
- boncioli denise
- Bonifazi Carla
- Bonneau Arbeletche Luan
- Borodai Nataliia
- Botti Ana Martina
- Brack Jeffrey
- Bretz Thomas
- Brichetto Orchera P. Gabriel
- Briechle Florian Lukas
- Buchholz Peter
- Bueno Antonio
- Buitink Stijn
- Buscemi Mario
- Büsken Max
- Caballero-Mora Karen S.
- Caccianiga Lorenzo
- Canfora Fabrizia
- Caracas Ioana
- Carceller Juan Miguel
- Caruso Rossella
- Castellina Antonella
- Catalani Fernando
- Cataldi Gabriella
- Cazon Lorenzo
- Cerda Marcos
- Chinellato Jose Augusto
- Chudoba Jiri
- Chytka Ladislav
- Clay Roger W.
- Cobos Cerutti Agustín
- Colalillo Roberta
- Coleman Alan
- Coluccia Maria Rita
- Conceição Rúben
- Condorelli Antonio
- Consolati Giovanni
- Contreras Fernando
- Convenga Fabio
- Correia dos Santos Diego
- Covault Corbin
- D\u27Olivo Juan Carlos
- Dasso Sergio
- Daumiller Kai
- Dawson Bruce R.
- Day Jarryd A.
- De Mauro Giuseppe
- De Mitri Ivan
- De Vito Emanuele
- Deligny Olivier
- Deval Luca
- Dobrigkeit Carola
- Domingues Mendes Luis Miguel
- Dova Maria Teresa
- Ebr Jan
- Engel Ralph
- Epicoco Italo
- Erdmann Martin
- Escobar Carlos O.
- Etchegoyen Alberto
- Falcke Heino
- Farmer John
- Farrar Glennys R.
- Fauth Anderson
- Fazzini Norberto
- Feldbusch Fridtjof
- Fenu Francesco
- Fick Brian
- Figueira Juan Manuel
- Filipcic Andrej
- Fitoussi Thomas
- Fodran Tomáš
- Freire Martín Miguel
- Fujii Toshihiro
- Fuster Alan
- Galea Cristina
- Galelli Claudio
- García Vegas Adrianna Luz
- García Beatriz
- Gemmeke Hartmut
- Gesualdi Flavia
- Gherghel-Lascu Alexandru
- Ghia Piera Luisa
- GIACCARI Ugo
- Giammarchi Marco
- Glombitza Jonas
- Gobbi Fabian
- Gollan Fernando
- Golup Geraldina
- Gongora Juan Pablo
- Gonzalez Nicolas Martin
- González Juan Manuel
- Goos Isabel
- Gora Dariusz
- Gorgi Alessio
- Gottowik Marvin
- Grubb Trent D.
- Guarino Fausto
- Guedes Germano
- Guido Eleonora
- Gómez Berisso Mariano
- Gómez Vitale Primo F.
- Hahn Steffen
- Hamal Petr
- Hampel Matías Rolf
- Hansen Patricia María
- Harari Diego
- Harvey Violet M.
- Haungs Andreas
- Hebbeker Thomas
- Heck Dieter
- Hill Gary C.
- Hojvat Carlos
- Horvath Pavel
- Hrabovsky Miroslav
- Huege Tim
- Hörandel Jörg
- Insolia Antonio
- Isar Paula Gina
- Janecek Petr
- Jesús Joaquín de
- Johnsen Jeffrey A.
- Jong Sijbrand J. de
- Juryšek Jakub
- Kampert Karl-Heinz
- Karastathis Nikolaos
- Keilhauer Bianca
- Kemp Julian
- Khakurdikar Abha
- Kizakke Covilakam Varada Varma
- Klages Hans
- Kleifges Matthias
- Kleinfeller Jonny
- Kunka Norbert
- Kääpä Alex
- Köpke Marcel
- Lago Bruno L.
- Lang Rodrigo Guedes
- Langner Niklas
- Leigui de Oliveira Marcelo Augusto
- Lenok Vladimir
- Letessier-Selvon Antoine
- Lhenry-Yvon Isabelle
- Lo Presti Domenico
- LOPES Luis
- Lu Lu
- Luce Quentin
- Lundquist Jon Paul
- López Rebeca
- Machado Payeras Allan
- Mancarella Giovanni
- Mandat Dusan
- Manning Bradley C.
- Manshanden Julien
- Mantsch Paul
- Marafico Sullivan
- Mariazzi Analisa
- Maris Ioana Codrina
- Marsella Giovanni
- Martello Daniele
- Martinelli Sara
- Martínez Bravo Oscar
- Mastrodicasa Massimo
- Mathes Hermann-Josef
- Matteo Armando di
- Matthews James
- Matthiae Giorgio
- Mayotte Eric
- Mazur Peter
- Medina-Tanco Gustavo
- Mello Neto João de
- Melo Diego
- Menshikov Alexander
- Merenda Kevin-Druis
- Michal Stanislav
- Micheletti Maria Isabel
- Miramonti Lino
- Mollerach Silvia
- Montanet François
- Morello Carlo
- Mostafa Miguel
- Muller Marcio Aparecido
- Mulrey Katharine
- Mussa Roberto
- Muzio Marco Stein
- Müller Ana L.
- Namasaka Wilson M.
- Nasr-Esfahani Alina
- Nellen Lukas
- Niculescu-Oglinzanu Mihai
- Niechciol Marcus
- Nitz Dave
- Nosek Dalibor
- Novotný Vladimír
- Nozka Libor
- Nucita Achille
- Nunez Luis A.
- Oliveira Franco Danelise de
- Oliveira Jaime de
- Palatka Miroslav
- Pallotta Juan
- Palma Francesco de
- Papenbreer Philipp
- Parente Gonzalo
- Parra Alejandra
- Pawlowsky Jannis
- Pech Miroslav
- Pedreira Francisco
- Pelayo Rodrigo
- Pereira Martins Edyvania Emily
- Perez Armand Johnnier
- Perlin Matías
- Perrone Lorenzo
- Petrera Sergio
- Peña-Rodríguez Jesús
- Pierog Tanguy
- Pierre Auger Collaboration
- Pimenta Mário
- Pirronello Valerio
- Platino Manuel
- Pont Bjarni
- Pothast Mart
- Privitera Paolo
- Prouza Michael
- Puyleart Andrew
- Pérez Bertolli Carmina
- Pękala Jan
- Querchfeld Sven
- Rautenberg Julian
- Ravignani Diego
- Reininghaus Maximilian
- Ridky Jan
- Riehn Felix
- Risse Markus
- Rizi Vincenzo
- Rodrigues de Carvalho Washington
- Rodriguez Rojo Jorge Rubén
- Roncoroni Matías J.
- Rossoni Simone
- Roth Markus
- Roulet Esteban
- Rovero Adrian
- Ruehl Philip
- Río Mariano del
- Saftoiu Alexandra
- Salamida Francesco
- Salazar Humberto Ibarguen
- Salina Gaetano
- Sanabria Gomez Jose
- Santos Diego dos
- Santos Edivaldo Moura
- Santos Eva
- Sarazin Fred
- Sarmento Raul
- Sarmiento-Cano Christian
- Sato Ricardo
- Savina Pierpaolo
- Scherini Viviana
- Schieler Harald
- Schimassek Martin
- Schimp Michael
- Schlüter Felix
- Schmidt David
- Scholten Olaf
- Schovanek Petr
- Schröder Frank G.
- Schröder Sonja
- Schulte Josina
- Schäfer Christoph M.
- Sciutto Sergio
- Scornavacche Marina
- Segreto Alberto
- Sehgal Srijan
- Shellard Ronald C.
- Sigl Guenter
- Silli Gaia
- Sima Octavian
- Smida Radomir
- Sommers Paul
- Soriano Jorge F.
- Souchard Julien
- Souza Vitor de
- Squartini Ruben
- Stadelmaier Maximilian
- Stanca Denis
- Stanič Samo
- Stasielak Jaroslaw
- Stassi Patrick
- Streich Alexander
- Sudholz Tristan
- Suomijarvi Tiina
- Supanitsky A. Daniel
- Suárez-Durán Mauricio
- Szadkowski Zbigniew
- Sánchez Federico Andrés
- Tapia Alex
- Taricco Carla
- Timmermans Charles
- Tkachenko Olena
- Tobiska Petr
- Todero Peixoto Carlos J.
- Tomé Bernardo
- Torrès Zoé
- Travaini Andres
- Travnicek Petr
- Trimarelli Caterina
- Tueros Matias
- Ulrich Ralf
- Unger Michael
- Vaclavek Lukáš
- Vacula Martin
- Valdés Galicia Jose F.
- Valore Laura
- Varela Enrique
- Veberic Darko
- Ventura Cynthia
- Vergara Quispe Indira D.
- Verzi Valerio
- Vicha Jakub
- Vink Jacco
- Vorobiov Serguei
- Vásquez Ramírez Adriana
- Vásquez-Ramírez Adriana
- Wahlberg Hernan
- Watanabe Clara Keiko Oliveira
- Watson Alan
- Weber Marc
- Weindl Andreas
- Wiencke Lawrence
- Wilczyński Henryk
- Wirtz Marcus
- Wittkowski David
- Wundheiler Brian
- Yushkov Alexey
- Zapparrata Orazio
- Zas Enrique
- Zavrtanik Danilo
- Zavrtanik Marko
- Zehrer Lukas
- Publication venue
- Scuola Internazionale Superiore di Studi Avanzati
- Publication date
- 04/10/2021
- Field of study
Since 2013, the four sites of the Fluorescence Detector (FD) of the Pierre Auger Observatory record ELVES with a dedicated trigger. These UV light emissions are correlated to distant lightning strikes. The length of recorded traces has been increased from 100 μs (2013), to 300 μs (2014-16), to 900 μs (2017-present), to progressively extend the observation of the light emission towards the vertical of the causative lightning and beyond. A large fraction of the observed events shows double ELVES within the time window, and, in some cases, even more complex structures are observed. The nature of the multi-ELVES is not completely understood but may be related to the different types of lightning in which they are originated. For example, it is known that Narrow Bipolar Events can produce double ELVES, and Energetic In-cloud Pulses, occurring between the main negative and upper positive charge layer of clouds, can induce double and even quadruple ELVES in the ionosphere. This report shows the seasonal and daily dependence of the time gap, amplitude ratio, and correlation between the pulse widths of the peaks in a sample of 1000+ multi-ELVES events recorded during the period 2014-20. The events have been compared with data from other satellite and ground-based sensing devices to study the correlation of their properties with lightning observables such as altitude and polarity
Outreach activities at the Pierre Auger Observatory
- Author
- Abreu Pedro
- Aglietta Marco
- Albury Justin M.
- Allekotte Ingomar
- Almeida Rogerio M. de
- Almela Alejandro
- Alvarez-Muniz Jaime
- Alves Batista Rafael
- Anastasi Gioacchino Alex
- Anchordoqui Luis A.
- Andrada Belén
- Andringa Sofia
- Anjos Rita dos
- Aramo Carla
- Araújo Ferreira Paulo Ricardo
- Arteaga Velazquez Juan Carlos
- Asorey Hernán Gonzalo
- Assis Pedro
- Avila Gualberto
- Badescu Alina Mihaela
- Bakalova Alena
- Balaceanu Alexandru
- Barbato Felicia
- Barreira Luz Ricardo Jorge
- Becker Karl-Heinz
- Bellido Jose A.
- Berat Corinne
- Bertaina Mario Edoardo
- Bertou Xavier
- Biermann Peter L.
- Binet Virginia
- Bismark Kathrin
- Bister Teresa
- Biteau Jonathan
- Blazek Jiri
- Bleve Carla
- Bohacova Martina
- boncioli denise
- Bonifazi Carla
- Bonneau Arbeletche Luan
- Borodai Nataliia
- Botti Ana Martina
- Brack Jeffrey
- Bretz Thomas
- Brichetto Orchera P. Gabriel
- Briechle Florian Lukas
- Buchholz Peter
- Bueno Antonio
- Buitink Stijn
- Buscemi Mario
- Büsken Max
- Caballero Mora Karen Salomé
- Caballero-Mora Karen S.
- Caccianiga Lorenzo
- Canfora Fabrizia
- Caracas Ioana
- Carceller Juan Miguel
- Caruso Rossella
- Castellina Antonella
- Catalani Fernando
- Cataldi Gabriella
- Cazon Lorenzo
- Cerda Marcos
- Chinellato Jose Augusto
- Chudoba Jiri
- Chytka Ladislav
- Clay Roger W.
- Cobos Cerutti Agustín
- Colalillo Roberta
- Coleman Alan
- Coluccia Maria Rita
- Conceição Rúben
- Condorelli Antonio
- Consolati Giovanni
- Contreras Fernando
- Convenga Fabio
- Correia dos Santos Diego
- Covault Corbin
- D\u27Olivo Juan Carlos
- Dasso Sergio
- Daumiller Kai
- Dawson Bruce R.
- Day Jarryd A.
- De Mauro Giuseppe
- De Mitri Ivan
- De Vito Emanuele
- Deligny Olivier
- Deval Luca
- Dobrigkeit Carola
- Domingues Mendes Luis Miguel
- Dova Maria Teresa
- Ebr Jan
- Engel Ralph
- Epicoco Italo
- Erdmann Martin
- Escobar Carlos O.
- Etchegoyen Alberto
- Falcke Heino
- Farmer John
- Farrar Glennys R.
- Fauth Anderson
- Fazzini Norberto
- Feldbusch Fridtjof
- Fenu Francesco
- Fick Brian
- Figueira Juan Manuel
- Filipcic Andrej
- Fitoussi Thomas
- Fodran Tomáš
- Freire Martín Miguel
- Fujii Toshihiro
- Fuster Alan
- Galea Cristina
- Galelli Claudio
- García Vegas Adrianna Luz
- García Beatriz
- Gemmeke Hartmut
- Gesualdi Flavia
- Gherghel-Lascu Alexandru
- Ghia Piera Luisa
- GIACCARI Ugo
- Giammarchi Marco
- Glombitza Jonas
- Gobbi Fabian
- Gollan Fernando
- Golup Geraldina
- Gongora Juan Pablo
- Gonzalez Nicolas Martin
- González Juan Manuel
- Goos Isabel
- Gora Dariusz
- Gorgi Alessio
- Gottowik Marvin
- Grubb Trent D.
- Guarino Fausto
- Guedes Germano
- Guido Eleonora
- Gómez Berisso Mariano
- Gómez Vitale Primo F.
- Hahn Steffen
- Hamal Petr
- Hampel Matías Rolf
- Hansen Patricia María
- Harari Diego
- Harvey Violet M.
- Haungs Andreas
- Hebbeker Thomas
- Heck Dieter
- Hill Gary C.
- Hojvat Carlos
- Horvath Pavel
- Hrabovsky Miroslav
- Huege Tim
- Hörandel Jörg
- Insolia Antonio
- Isar Paula Gina
- Janecek Petr
- Jesús Joaquín de
- Johnsen Jeffrey A.
- Jong Sijbrand J. de
- Juryšek Jakub
- Kampert Karl-Heinz
- Karastathis Nikolaos
- Keilhauer Bianca
- Kemp Julian
- Khakurdikar Abha
- Kizakke Covilakam Varada Varma
- Klages Hans
- Kleifges Matthias
- Kleinfeller Jonny
- Kunka Norbert
- Kääpä Alex
- Köpke Marcel
- Lago Bruno L.
- Lang Rodrigo Guedes
- Langner Niklas
- Leigui de Oliveira Marcelo Augusto
- Lenok Vladimir
- Letessier-Selvon Antoine
- Lhenry-Yvon Isabelle
- Lo Presti Domenico
- LOPES Luis
- Lu Lu
- Luce Quentin
- Lundquist Jon Paul
- López Rebeca
- Machado Payeras Allan
- Mancarella Giovanni
- Mandat Dusan
- Manning Bradley C.
- Manshanden Julien
- Mantsch Paul
- Marafico Sullivan
- Mariazzi Analisa
- Maris Ioana Codrina
- Marsella Giovanni
- Martello Daniele
- Martinelli Sara
- Martínez Bravo Oscar
- Mastrodicasa Massimo
- Mathes Hermann-Josef
- Matteo Armando di
- Matthews James
- Matthiae Giorgio
- Mayotte Eric
- Mazur Peter
- Medina-Tanco Gustavo
- Mello Neto João de
- Melo Diego
- Menshikov Alexander
- Merenda Kevin-Druis
- Michal Stanislav
- Micheletti Maria Isabel
- Miramonti Lino
- Mollerach Silvia
- Montanet François
- Morello Carlo
- Mostafa Miguel
- Muller Marcio Aparecido
- Mulrey Katharine
- Mussa Roberto
- Muzio Marco Stein
- Müller Ana L.
- Namasaka Wilson M.
- Nasr-Esfahani Alina
- Nellen Lukas
- Niculescu-Oglinzanu Mihai
- Niechciol Marcus
- Nitz Dave
- Nosek Dalibor
- Novotný Vladimír
- Nozka Libor
- Nucita Achille
- Nunez Luis A.
- Oliveira Franco Danelise de
- Oliveira Jaime de
- Palatka Miroslav
- Pallotta Juan
- Palma Francesco de
- Papenbreer Philipp
- Parente Gonzalo
- Parra Alejandra
- Pawlowsky Jannis
- Pech Miroslav
- Pedreira Francisco
- Pelayo Rodrigo
- Pereira Martins Edyvania Emily
- Perez Armand Johnnier
- Perlin Matías
- Perrone Lorenzo
- Petrera Sergio
- Peña-Rodríguez Jesús
- Pierog Tanguy
- Pierre Auger Collaboration
- Pimenta Mário
- Pirronello Valerio
- Platino Manuel
- Pont Bjarni
- Pothast Mart
- Privitera Paolo
- Prouza Michael
- Puyleart Andrew
- Pérez Bertolli Carmina
- Pękala Jan
- Querchfeld Sven
- Rautenberg Julian
- Ravignani Diego
- Reininghaus Maximilian
- Ridky Jan
- Riehn Felix
- Risse Markus
- Rizi Vincenzo
- Rodrigues de Carvalho Washington
- Rodriguez Rojo Jorge Rubén
- Roncoroni Matías J.
- Rossoni Simone
- Roth Markus
- Roulet Esteban
- Rovero Adrian
- Ruehl Philip
- Río Mariano del
- Saftoiu Alexandra
- Salamida Francesco
- Salazar Humberto Ibarguen
- Salina Gaetano
- Sanabria Gomez Jose
- Santos Diego dos
- Santos Edivaldo Moura
- Santos Eva
- Sarazin Fred
- Sarmento Raul
- Sarmiento-Cano Christian
- Sato Ricardo
- Savina Pierpaolo
- Scherini Viviana
- Schieler Harald
- Schimassek Martin
- Schimp Michael
- Schlüter Felix
- Schmidt David
- Scholten Olaf
- Schovanek Petr
- Schröder Frank G.
- Schröder Sonja
- Schulte Josina
- Schäfer Christoph M.
- Sciutto Sergio
- Scornavacche Marina
- Segreto Alberto
- Sehgal Srijan
- Shellard Ronald C.
- Sigl Guenter
- Silli Gaia
- Sima Octavian
- Smida Radomir
- Sommers Paul
- Soriano Jorge F.
- Souchard Julien
- Souza Vitor de
- Squartini Ruben
- Stadelmaier Maximilian
- Stanca Denis
- Stanič Samo
- Stasielak Jaroslaw
- Stassi Patrick
- Streich Alexander
- Sudholz Tristan
- Suomijarvi Tiina
- Supanitsky A. Daniel
- Suárez-Durán Mauricio
- Szadkowski Zbigniew
- Sánchez Federico Andrés
- Tapia Alex
- Taricco Carla
- Timmermans Charles
- Tkachenko Olena
- Tobiska Petr
- Todero Peixoto Carlos J.
- Tomé Bernardo
- Torrès Zoé
- Travaini Andres
- Travnicek Petr
- Trimarelli Caterina
- Tueros Matias
- Ulrich Ralf
- Unger Michael
- Vaclavek Lukáš
- Vacula Martin
- Valdés Galicia Jose F.
- Valore Laura
- Varela Enrique
- Veberic Darko
- Ventura Cynthia
- Vergara Quispe Indira D.
- Verzi Valerio
- Vicha Jakub
- Vink Jacco
- Vorobiov Serguei
- Vásquez-Ramírez Adriana
- Wahlberg Hernan
- Watanabe Clara Keiko Oliveira
- Watson Alan
- Weber Marc
- Weindl Andreas
- Wiencke Lawrence
- Wilczyński Henryk
- Wirtz Marcus
- Wittkowski David
- Wundheiler Brian
- Yushkov Alexey
- Zapparrata Orazio
- Zas Enrique
- Zavrtanik Danilo
- Zavrtanik Marko
- Zehrer Lukas
- Publication venue
- Scuola Internazionale Superiore di Studi Avanzati
- Publication date
- 05/10/2021
- Field of study
The ultra-high-energy cosmic-ray sky above 32 EeV viewed from the Pierre Auger Observatory
- Author
- Abreu Pedro
- Aglietta Marco
- Albury Justin M.
- Allekotte Ingomar
- Almeida Rogerio M. de
- Almela Alejandro
- Alvarez-Muniz Jaime
- Alves Batista Rafael
- Anastasi Gioacchino Alex
- Anchordoqui Luis A.
- Andrada Belén
- Andringa Sofia
- Anjos Rita dos
- Aramo Carla
- Araújo Ferreira Paulo Ricardo
- Arteaga Velazquez Juan Carlos
- Asorey Hernán Gonzalo
- Assis Pedro
- Avila Gualberto
- Badescu Alina Mihaela
- Bakalova Alena
- Balaceanu Alexandru
- Barbato Felicia
- Barreira Luz Ricardo Jorge
- Becker Karl-Heinz
- Bellido Jose A.
- Berat Corinne
- Bertaina Mario Edoardo
- Bertou Xavier
- Biermann Peter L.
- Binet Virginia
- Bismark Kathrin
- Bister Teresa
- Biteau Jonathan
- Blazek Jiri
- Bleve Carla
- Bohacova Martina
- boncioli denise
- Bonifazi Carla
- Bonneau Arbeletche Luan
- Borodai Nataliia
- Botti Ana Martina
- Brack Jeffrey
- Bretz Thomas
- Brichetto Orchera P. Gabriel
- Briechle Florian Lukas
- Buchholz Peter
- Bueno Antonio
- Buitink Stijn
- Buscemi Mario
- Büsken Max
- Caballero-Mora Karen S.
- Caccianiga Lorenzo
- Canfora Fabrizia
- Caracas Ioana
- Carceller Juan Miguel
- Caruso Rossella
- Castellina Antonella
- Catalani Fernando
- Cataldi Gabriella
- Cazon Lorenzo
- Cerda Marcos
- Chinellato Jose Augusto
- Chudoba Jiri
- Chytka Ladislav
- Clay Roger W.
- Cobos Cerutti Agustín
- Colalillo Roberta
- Coleman Alan
- Coluccia Maria Rita
- Conceição Rúben
- Condorelli Antonio
- Consolati Giovanni
- Contreras Fernando
- Convenga Fabio
- Correia dos Santos Diego
- Covault Corbin
- D\u27Olivo Juan Carlos
- Dasso Sergio
- Daumiller Kai
- Dawson Bruce R.
- Day Jarryd A.
- De Mauro Giuseppe
- De Mitri Ivan
- De Vito Emanuele
- Deligny Olivier
- Deval Luca
- Dobrigkeit Carola
- Domingues Mendes Luis Miguel
- Dova Maria Teresa
- Ebr Jan
- Engel Ralph
- Epicoco Italo
- Erdmann Martin
- Escobar Carlos O.
- Etchegoyen Alberto
- Falcke Heino
- Farmer John
- Farrar Glennys R.
- Fauth Anderson
- Fazzini Norberto
- Feldbusch Fridtjof
- Fenu Francesco
- Fick Brian
- Figueira Juan Manuel
- Filipcic Andrej
- Fitoussi Thomas
- Fodran Tomáš
- Freire Martín Miguel
- Fujii Toshihiro
- Fuster Alan
- Galea Cristina
- Galelli Claudio
- García Vegas Adrianna Luz
- García Beatriz
- Gemmeke Hartmut
- Gesualdi Flavia
- Gherghel-Lascu Alexandru
- Ghia Piera Luisa
- GIACCARI Ugo
- Giammarchi Marco
- Glombitza Jonas
- Gobbi Fabian
- Gollan Fernando
- Golup Geraldina
- Gongora Juan Pablo
- Gonzalez Nicolas Martin
- González Juan Manuel
- Goos Isabel
- Gora Dariusz
- Gorgi Alessio
- Gottowik Marvin
- Grubb Trent D.
- Guarino Fausto
- Guedes Germano
- Guido Eleonora
- Gómez Berisso Mariano
- Gómez Vitale Primo F.
- Hahn Steffen
- Hamal Petr
- Hampel Matías Rolf
- Hansen Patricia María
- Harari Diego
- Harvey Violet M.
- Haungs Andreas
- Hebbeker Thomas
- Heck Dieter
- Hill Gary C.
- Hojvat Carlos
- Horvath Pavel
- Hrabovsky Miroslav
- Huege Tim
- Hörandel Jörg
- Insolia Antonio
- Isar Paula Gina
- Janecek Petr
- Jesús Joaquín de
- Johnsen Jeffrey A.
- Jong Sijbrand J. de
- Juryšek Jakub
- Kampert Karl-Heinz
- Karastathis Nikolaos
- Keilhauer Bianca
- Kemp Julian
- Khakurdikar Abha
- Kizakke Covilakam Varada Varma
- Klages Hans
- Kleifges Matthias
- Kleinfeller Jonny
- Kunka Norbert
- Kääpä Alex
- Köpke Marcel
- Lago Bruno L.
- Lang Rodrigo Guedes
- Langner Niklas
- Leigui de Oliveira Marcelo Augusto
- Lenok Vladimir
- Letessier-Selvon Antoine
- Lhenry-Yvon Isabelle
- Lo Presti Domenico
- LOPES Luis
- Lu Lu
- Luce Quentin
- Lundquist Jon Paul
- López Rebeca
- Machado Payeras Allan
- Mancarella Giovanni
- Mandat Dusan
- Manning Bradley C.
- Manshanden Julien
- Mantsch Paul
- Marafico Sullivan
- Mariazzi Analisa
- Maris Ioana Codrina
- Marsella Giovanni
- Martello Daniele
- Martinelli Sara
- Martínez Bravo Oscar
- Mastrodicasa Massimo
- Mathes Hermann-Josef
- Matteo Armando di
- Matthews James
- Matthiae Giorgio
- Mayotte Eric
- Mazur Peter
- Medina-Tanco Gustavo
- Mello Neto João de
- Melo Diego
- Menshikov Alexander
- Merenda Kevin-Druis
- Michal Stanislav
- Micheletti Maria Isabel
- Miramonti Lino
- Mollerach Silvia
- Montanet François
- Morello Carlo
- Mostafa Miguel
- Muller Marcio Aparecido
- Mulrey Katharine
- Mussa Roberto
- Muzio Marco Stein
- Müller Ana L.
- Namasaka Wilson M.
- Nasr-Esfahani Alina
- Nellen Lukas
- Niculescu-Oglinzanu Mihai
- Niechciol Marcus
- Nitz Dave
- Nosek Dalibor
- Novotný Vladimír
- Nozka Libor
- Nucita Achille
- Nunez Luis A.
- Oliveira Franco Danelise de
- Oliveira Jaime de
- Palatka Miroslav
- Pallotta Juan
- Palma Francesco de
- Papenbreer Philipp
- Parente Gonzalo
- Parra Alejandra
- Pawlowsky Jannis
- Pech Miroslav
- Pedreira Francisco
- Pelayo Rodrigo
- Pereira Martins Edyvania Emily
- Perez Armand Johnnier
- Perlin Matías
- Perrone Lorenzo
- Petrera Sergio
- Peña-Rodríguez Jesús
- Pierog Tanguy
- Pierre Auger Collaboration
- Pimenta Mário
- Pirronello Valerio
- Platino Manuel
- Pont Bjarni
- Pothast Mart
- Privitera Paolo
- Prouza Michael
- Puyleart Andrew
- Pérez Bertolli Carmina
- Pękala Jan
- Querchfeld Sven
- Rautenberg Julian
- Ravignani Diego
- Reininghaus Maximilian
- Ridky Jan
- Riehn Felix
- Risse Markus
- Rizi Vincenzo
- Rodrigues de Carvalho Washington
- Rodriguez Rojo Jorge Rubén
- Roncoroni Matías J.
- Rossoni Simone
- Roth Markus
- Roulet Esteban
- Rovero Adrian
- Ruehl Philip
- Río Mariano del
- Saftoiu Alexandra
- Salamida Francesco
- Salazar Humberto Ibarguen
- Salina Gaetano
- Sanabria Gomez Jose
- Santos Diego dos
- Santos Edivaldo Moura
- Santos Eva
- Sarazin Fred
- Sarmento Raul
- Sarmiento-Cano Christian
- Sato Ricardo
- Savina Pierpaolo
- Scherini Viviana
- Schieler Harald
- Schimassek Martin
- Schimp Michael
- Schlüter Felix
- Schmidt David
- Scholten Olaf
- Schovanek Petr
- Schröder Frank G.
- Schröder Sonja
- Schulte Josina
- Schäfer Christoph M.
- Sciutto Sergio
- Scornavacche Marina
- Segreto Alberto
- Sehgal Srijan
- Shellard Ronald C.
- Sigl Guenter
- Silli Gaia
- Sima Octavian
- Smida Radomir
- Sommers Paul
- Soriano Jorge F.
- Souchard Julien
- Souza Vitor de
- Squartini Ruben
- Stadelmaier Maximilian
- Stanca Denis
- Stanič Samo
- Stasielak Jaroslaw
- Stassi Patrick
- Streich Alexander
- Sudholz Tristan
- Suomijarvi Tiina
- Supanitsky A. Daniel
- Suárez-Durán Mauricio
- Szadkowski Zbigniew
- Sánchez Federico Andrés
- Tapia Alex
- Taricco Carla
- Timmermans Charles
- Tkachenko Olena
- Tobiska Petr
- Todero Peixoto Carlos J.
- Tomé Bernardo
- Torrès Zoé
- Travaini Andres
- Travnicek Petr
- Trimarelli Caterina
- Tueros Matias
- Ulrich Ralf
- Unger Michael
- Vaclavek Lukáš
- Vacula Martin
- Valdés Galicia Jose F.
- Valore Laura
- Varela Enrique
- Veberic Darko
- Ventura Cynthia
- Vergara Quispe Indira D.
- Verzi Valerio
- Vicha Jakub
- Vink Jacco
- Vorobiov Serguei
- Vásquez-Ramírez Adriana
- Wahlberg Hernan
- Watanabe Clara Keiko Oliveira
- Watson Alan
- Weber Marc
- Weindl Andreas
- Wiencke Lawrence
- Wilczyński Henryk
- Wirtz Marcus
- Wittkowski David
- Wundheiler Brian
- Yushkov Alexey
- Zapparrata Orazio
- Zas Enrique
- Zavrtanik Danilo
- Zavrtanik Marko
- Zehrer Lukas
- Publication venue
- Scuola Internazionale Superiore di Studi Avanzati
- Publication date
- 04/10/2021
- Field of study
Extraction of the Muon Signals Recorded with the Surface Detector of the Pierre Auger Observatory Using Recurrent Neural Networks
- Author
- Abreu Pedro
- Aglietta Marco
- Albury Justin M.
- Allekotte Ingomar
- Almeida Rogerio M. de
- Almela Alejandro
- Alvarez-Muniz Jaime
- Alves Batista Rafael
- Anastasi Gioacchino Alex
- Anchordoqui Luis A.
- Andrada Belén
- Andringa Sofia
- Anjos Rita dos
- Aramo Carla
- Araújo Ferreira Paulo Ricardo
- Arteaga Velazquez Juan Carlos
- Asorey Hernán Gonzalo
- Assis Pedro
- Avila Gualberto
- Badescu Alina Mihaela
- Bakalova Alena
- Balaceanu Alexandru
- Barbato Felicia
- Barreira Luz Ricardo Jorge
- Becker Karl-Heinz
- Bellido Jose A.
- Berat Corinne
- Bertaina Mario Edoardo
- Bertou Xavier
- Biermann Peter L.
- Binet Virginia
- Bismark Kathrin
- Bister Terasa
- Bister Teresa
- Biteau Jonathan
- Blazek Jiri
- Bleve Carla
- Bohacova Martina
- boncioli denise
- Bonifazi Carla
- Bonneau Arbeletche Luan
- Borodai Nataliia
- Botti Ana Martina
- Brack Jeffrey
- Bretz Thomas
- Brichetto Orchera P. Gabriel
- Briechle Florian Lukas
- Buchholz Peter
- Bueno Antonio
- Buitink Stijn
- Buscemi Mario
- Büsken Max
- Caballero-Mora Karen S.
- Caccianiga Lorenzo
- Canfora Fabrizia
- Caracas Ioana
- Carceller Juan Miguel
- Caruso Rossella
- Castellina Antonella
- Catalani Fernando
- Cataldi Gabriella
- Cazon Lorenzo
- Cerda Marcos
- Chinellato Jose Augusto
- Chudoba Jiri
- Chytka Ladislav
- Clay Roger W.
- Cobos Cerutti Agustín
- Colalillo Roberta
- Coleman Alan
- Coluccia Maria Rita
- Conceição Rúben
- Condorelli Antonio
- Consolati Giovanni
- Contreras Fernando
- Convenga Fabio
- Correia dos Santos Diego
- Covault Corbin
- D\u27Olivo Juan Carlos
- Dasso Sergio
- Daumiller Kai
- Dawson Bruce R.
- Day Jarryd A.
- De Mauro Giuseppe
- De Mitri Ivan
- De Vito Emanuele
- Deligny Olivier
- Deval Luca
- Dobrigkeit Carola
- Domingues Mendes Luis Miguel
- Dova Maria Teresa
- Ebr Jan
- Engel Ralph
- Epicoco Italo
- Erdmann Martin
- Escobar Carlos O.
- Etchegoyen Alberto
- Falcke Heino
- Farmer John
- Farrar Glennys R.
- Fauth Anderson
- Fazzini Norberto
- Feldbusch Fridtjof
- Fenu Francesco
- Fick Brian
- Figueira Juan Manuel
- Filipcic Andrej
- Fitoussi Thomas
- Fodran Tomáš
- Freire Martín Miguel
- Fujii Toshihiro
- Fuster Alan
- Galea Cristina
- Galelli Claudio
- García Vegas Adrianna Luz
- García Beatriz
- Gemmeke Hartmut
- Gesualdi Flavia
- Gherghel-Lascu Alexandru
- Ghia Piera Luisa
- Giaccarl Ugo
- Giammarchi Marco
- Glombitza Jonas
- Gobbi Fabian
- Gollan Fernando
- Golup Geraldina
- Gongora Juan Pablo
- Gonzalez Nicolas Martin
- González Juan Manuel
- Goos Isabel
- Gora Dariusz
- Gora Dariusz
- Gorgi Alessio
- Gottowik Marvin
- Grubb Trent D.
- Guarino Fausto
- Guedes Germano
- Guido Eleonora
- Gómez Berisso Mariano
- Gómez Vitale Primo F.
- Hahn Steffen
- Hamal Petr
- Hampel Matías Rolf
- Hansen Patricia María
- Harari Diego
- Harvey Violet M.
- Haungs Andreas
- Hebbeker Thomas
- Heck Dieter
- Hill Gary C.
- Hojvat Carlos
- Horvath Pavel
- Hrabovsky Miroslav
- Huege Tim
- Hörandel Jörg
- Insolia Antonio
- Isar Paula Gina
- Janecek Petr
- Jesús Joaquín de
- Johnsen Jeffrey A.
- Jong Sijbrand J. de
- Juryšek Jakub
- Kampert Karl-Heinz
- Karastathis Nikolaos
- Keilhauer Bianca
- Kemp Julian
- Khakurdikar Abha
- Kizakke Covilakam Varada Varma
- Klages Hans
- Kleifges Matthias
- Kleinfeller Jonny
- Kunka Norbert
- Kääpä Alex
- Köpke Marcel
- Lago Bruno L.
- Lang Rodrigo Guedes
- Langner Niklas
- Leigui de Oliveira Marcelo Augusto
- Lenok Vladimir
- Letessier-Selvon Antoine
- Lhenry-Yvon Isabelle
- Lo Presti Domenico
- Lopes Luis
- Lu Lu
- Luce Quentin
- Lundquist Jon Paul
- López Rebeca
- Machado Payeras Allan
- Mancarella Giovanni
- Mandat Dusan
- Manning Bradley C.
- Manshanden Julien
- Mantsch Paul
- Marafico Sullivan
- Mariazzi Analisa
- Maris Ioana Codrina
- Marsella Giovanni
- Martello Daniele
- Martinelli Sara
- Martínez Bravo Oscar
- Mastrodicasa Massimo
- Mathes Hermann-Josef
- Matteo Armando di
- Matthews James
- Matthiae Giorgio
- Mayotte Eric
- Mazur Peter
- Medina-Tanco Gustavo
- Mello Neto João de
- Melo Diego
- Menshikov Alexander
- Merenda Kevin-Druis
- Michal Stanislav
- Micheletti Maria Isabel
- Miramonti Lino
- Mollerach Silvia
- Montanet François
- Morello Carlo
- Mostafa Miguel
- Muller Marcio Aparecido
- Mulrey Katharine
- Mussa Roberto
- Muzio Marco Stein
- Müller Ana L.
- Namasaka Wilson M.
- Nasr-Esfahani Alina
- Nellen Lukas
- Niculescu-Oglinzanu Mihai
- Niechciol Marcus
- Nitz Dave
- Nosek Dalibor
- Novotný Vladimír
- Nozka Libor
- Nucita Achille
- Nunez Luis A.
- Oliveira Franco Danelise de
- Oliveira Jaime de
- Palatka Miroslav
- Pallotta Juan
- Palma Francesco de
- Papenbreer Philipp
- Parente Gonzalo
- Parra Alejandra
- Pawlowsky Jannis
- Pech Miroslav
- Pedreira Francisco
- Pelayo Rodrigo
- Pereira Martins Edyvania Emily
- Perez Armand Johnnier
- Perlin Matías
- Perrone Lorenzo
- Petrera Sergio
- Peña-Rodríguez Jesús
- Pierog Tanguy
- Pierre Auger Collaboration
- Pimenta Mário
- Pirronello Valerio
- Platino Manuel
- Pont Bjarni
- Pothast Mart
- Privitera Paolo
- Prouza Michael
- Puyleart Andrew
- Pérez Bertolli Carmina
- Pękala Jan
- Querchfeld Sven
- Rautenberg Julian
- Ravignani Diego
- Reininghaus Maximilian
- Ridky Jan
- Riehn Felix
- Risse Markus
- Rizi Vincenzo
- Rodrigues de Carvalho Washington
- Rodriguez Rojo Jorge Rubén
- Roncoroni Matías J.
- Rossoni Simone
- Roth Markus
- Roulet Esteban
- Rovero Adrian
- Ruehl Philip
- Río Mariano del
- Saffi Steven J.
- Saftoiu Alexandra
- Salamida Francesco
- Salazar Humberto Ibarguen
- Salina Gaetano
- Sanabria Gomez Jose
- Santos Diego dos
- Santos Edivaldo Moura
- Santos Eva
- Sarazin Fred
- Sarmento Raul
- Sarmiento-Cano Christian
- Sato Ricardo
- Savina Pierpaolo
- Scherini Viviana
- Schieler Harald
- Schimassek Martin
- Schimp Michael
- Schlüter Felix
- Schmidt David
- Scholten Olaf
- Schovanek Petr
- Schröder Frank G.
- Schröder Sonja
- Schulte Josina
- Schäfer Christoph M.
- Sciutto Sergio
- Scornavacche Marina
- Segreto Alberto
- Sehgal Srijan
- Shellard Ronald C.
- Sigl Guenter
- Silli Gaia
- Sima Octavian
- Smida Radomir
- Sommers Paul
- Soriano Jorge F.
- Souchard Julien
- Souza Vitor de
- Squartini Ruben
- Stadelmaier Maximilian
- Stanca Denis
- Stanič Samo
- Stasielak Jaroslaw
- Stassi Patrick
- Streich Alexander
- Sudholz Tristan
- Suomijarvi Tiina
- Supanitsky A. Daniel
- Suárez-Durán Mauricio
- Szadkowski Zbigniew
- Sánchez Federico Andrés
- Tapia Alex
- Taricco Carla
- Timmermans Charles
- Tkachenko Olena
- Tobiska Petr
- Todero Peixoto Carlos J.
- Tomé Bernardo
- Torrès Zoé
- Travaini Andres
- Travnicek Petr
- Trimarelli Caterina
- Tueros Matias
- Ulrich Ralf
- Unger Michael
- Vaclavek Lukáš
- Vacula Martin
- Valdés Galicia Jose F.
- Valore Laura
- Varela Enrique
- Veberic Darko
- Ventura Cynthia
- Vergara Quispe Indira D.
- Verzi Valerio
- Vicha Jakub
- Vink Jacco
- Vorobiov Serguei
- Vásquez-Ramírez Adriana
- Wahlberg Hernan
- Watanabe Oliveira Clara Keiko
- Watson Alan
- Weber Marc
- Weindl Andreas
- Wiencke Lawrence
- Wilczyński Henryk
- Wirtz Marcus
- Wittkowski David
- Wundheiler Brian
- Yushkov Alexey
- Zapparrata Orazio
- Zas Enrique
- Zavrtanik Danilo
- Zavrtanik Marko
- Zehrer Lukas
- Publication venue
- Scuola Internazionale Superiore di Studi Avanzati
- Publication date
- 01/01/2021
- Field of study
We present a method based on the use of Recurrent Neural Networks to extract the muon component from the time traces registered with water-Cherenkov detector (WCD) stations of the Surface Detector of the Pierre Auger Observatory. The design of the WCDs does not allow to separate the contribution of muons to the time traces obtained from the WCDs from those of photons, electrons and positrons for all events. Separating the muon and electromagnetic components is crucial for the determination of the nature of the primary cosmic rays and properties of the hadronic interactions at ultra-high energies.
We trained a neural network to extract the muon and the electromagnetic components from the WCD traces using a large set of simulated air showers, with around 450 000 simulated events. For training and evaluating the performance of the neural network, simulated events with energies between 1018.5, eV and 1020 eV and zenith angles below 60 degrees were used. We also study the performance of this method on experimental data of the Pierre Auger Observatory and show that our predicted muon lateral distributions agree with the parameterizations obtained by the AGASA collaboration
Event-by-event reconstruction of the shower maximum Xmax with the Surface Detector of the Pierre Auger Observatory using deep learning
- Author
- Abreu Pedro
- Aglietta Marco
- Albury Justin M.
- Allekotte Ingomar
- Almeida Rogerio M. de
- Almela Alejandro
- Alvarez-Muniz Jaime
- Alves Batista Rafael
- Anastasi Gioacchino Alex
- Anchordoqui Luis A.
- Andrada Belén
- Andringa Sofia
- Anjos Rita dos
- Aramo Carla
- Araújo Ferreira Paulo Ricardo
- Arteaga Velazquez Juan Carlos
- Asorey Hernán Gonzalo
- Assis Pedro
- Avila Gualberto
- Badescu Alina Mihaela
- Bakalova Alena
- Balaceanu Alexandru
- Barbato Felicia
- Barreira Luz Ricardo Jorge
- Becker Karl-Heinz
- Bellido Jose A.
- Berat Corinne
- Bertaina Mario Edoardo
- Bertou Xavier
- Biermann Peter L.
- Binet Virginia
- Bismark Kathrin
- Bister Teresa
- Biteau Jonathan
- Blazek Jiri
- Bleve Carla
- Bohacova Martina
- boncioli denise
- Bonifazi Carla
- Bonneau Arbeletche Luan
- Borodai Nataliia
- Botti Ana Martina
- Brack Jeffrey
- Bretz Thomas
- Brichetto Orchera P. Gabriel
- Briechle Florian Lukas
- Buchholz Peter
- Bueno Antonio
- Buitink Stijn
- Buscemi Mario
- Büsken Max
- Caballero-Mora Karen S.
- Caccianiga Lorenzo
- Canfora Fabrizia
- Caracas Ioana
- Carceller Juan Miguel
- Caruso Rossella
- Castellina Antonella
- Catalani Fernando
- Cataldi Gabriella
- Cazon Lorenzo
- Cerda Marcos
- Chinellato Jose Augusto
- Chudoba Jiri
- Chytka Ladislav
- Clay Roger W.
- Cobos Cerutti Agustín
- Colalillo Roberta
- Coleman Alan
- Coluccia Maria Rita
- Conceição Rúben
- Condorelli Antonio
- Consolati Giovanni
- Contreras Fernando
- Convenga Fabio
- Correia dos Santos Diego
- Covault Corbin
- D\u27Olivo Juan Carlos
- Dasso Sergio
- Daumiller Kai
- Dawson Bruce R.
- Day Jarryd A.
- De Mauro Giuseppe
- De Mitri Ivan
- De Vito Emanuele
- Deligny Olivier
- Deval Luca
- Dobrigkeit Carola
- Domingues Mendes Luis Miguel
- Dova Maria Teresa
- Ebr Jan
- Engel Ralph
- Epicoco Italo
- Erdmann Martin
- Escobar Carlos O.
- Etchegoyen Alberto
- Falcke Heino
- Farmer John
- Farrar Glennys R.
- Fauth Anderson
- Fazzini Norberto
- Feldbusch Fridtjof
- Fenu Francesco
- Fick Brian
- Figueira Juan Manuel
- Filipcic Andrej
- Fitoussi Thomas
- Fodran Tomáš
- Freire Martín Miguel
- Fujii Toshihiro
- Fuster Alan
- Galea Cristina
- Galelli Claudio
- García Vegas Adrianna Luz
- García Beatriz
- Gemmeke Hartmut
- Gesualdi Flavia
- Gherghel-Lascu Alexandru
- Ghia Piera Luisa
- GIACCARI Ugo
- Giammarchi Marco
- Glombitza Jonas
- Gobbi Fabian
- Gollan Fernando
- Golup Geraldina
- Gongora Juan Pablo
- Gonzalez Nicolas Martin
- González Juan Manuel
- Goos Isabel
- Gora Dariusz
- Gorgi Alessio
- Gottowik Marvin
- Grubb Trent D.
- Guarino Fausto
- Guedes Germano
- Guido Eleonora
- Gómez Berisso Mariano
- Gómez Vitale Primo F.
- Hahn Steffen
- Hamal Petr
- Hampel Matías Rolf
- Hansen Patricia María
- Harari Diego
- Harvey Violet M.
- Haungs Andreas
- Hebbeker Thomas
- Heck Dieter
- Hill Gary C.
- Hojvat Carlos
- Horvath Pavel
- Hrabovsky Miroslav
- Huege Tim
- Hörandel Jörg
- Insolia Antonio
- Isar Paula Gina
- Janecek Petr
- Jesús Joaquín de
- Johnsen Jeffrey A.
- Jong Sijbrand J. de
- Juryšek Jakub
- Kampert Karl-Heinz
- Karastathis Nikolaos
- Keilhauer Bianca
- Kemp Julian
- Khakurdikar Abha
- Kizakke Covilakam Varada Varma
- Klages Hans
- Kleifges Matthias
- Kleinfeller Jonny
- Kunka Norbert
- Kääpä Alex
- Köpke Marcel
- Lago Bruno L.
- Lang Rodrigo Guedes
- Langner Niklas
- Leigui de Oliveira Marcelo Augusto
- Lenok Vladimir
- Letessier-Selvon Antoine
- Lhenry-Yvon Isabelle
- Lo Presti Domenico
- LOPES Luis
- Lu Lu
- Luce Quentin
- Lundquist Jon Paul
- López Rebeca
- Machado Payeras Allan
- Mancarella Giovanni
- Mandat Dusan
- Manning Bradley C.
- Manshanden Julien
- Mantsch Paul
- Marafico Sullivan
- Mariazzi Analisa
- Maris Ioana Codrina
- Marsella Giovanni
- Martello Daniele
- Martinelli Sara
- Martínez Bravo Oscar
- Mastrodicasa Massimo
- Mathes Hermann-Josef
- Matteo Armando di
- Matthews James
- Matthiae Giorgio
- Mayotte Eric
- Mazur Peter
- Medina-Tanco Gustavo
- Mello Neto João de
- Melo Diego
- Menshikov Alexander
- Merenda Kevin-Druis
- Michal Stanislav
- Micheletti Maria Isabel
- Miramonti Lino
- Mollerach Silvia
- Montanet François
- Morello Carlo
- Mostafa Miguel
- Muller Marcio Aparecido
- Mulrey Katharine
- Mussa Roberto
- Muzio Marco Stein
- Müller Ana L.
- Namasaka Wilson M.
- Nasr-Esfahani Alina
- Nellen Lukas
- Niculescu-Oglinzanu Mihai
- Niechciol Marcus
- Nitz Dave
- Nosek Dalibor
- Novotný Vladimír
- Nozka Libor
- Nucita Achille
- Nunez Luis A.
- Oliveira Franco Danelise de
- Oliveira Jaime de
- Palatka Miroslav
- Pallotta Juan
- Palma Francesco de
- Papenbreer Philipp
- Parente Gonzalo
- Parra Alejandra
- Pawlowsky Jannis
- Pech Miroslav
- Pedreira Francisco
- Pelayo Rodrigo
- Pereira Martins Edyvania Emily
- Perez Armand Johnnier
- Perlin Matías
- Perrone Lorenzo
- Petrera Sergio
- Peña-Rodríguez Jesús
- Pierog Tanguy
- Pierre Auger Collaboration
- Pimenta Mário
- Pirronello Valerio
- Platino Manuel
- Pont Bjarni
- Pothast Mart
- Privitera Paolo
- Prouza Michael
- Puyleart Andrew
- Pérez Bertolli Carmina
- Pękala Jan
- Querchfeld Sven
- Rautenberg Julian
- Ravignani Diego
- Reininghaus Maximilian
- Ridky Jan
- Riehn Felix
- Risse Markus
- Rizi Vincenzo
- Rodrigues de Carvalho Washington
- Rodriguez Rojo Jorge Rubén
- Roncoroni Matías J.
- Rossoni Simone
- Roth Markus
- Roulet Esteban
- Rovero Adrian
- Ruehl Philip
- Río Mariano del
- Saftoiu Alexandra
- Salamida Francesco
- Salazar Humberto Ibarguen
- Salina Gaetano
- Sanabria Gomez Jose
- Santos Diego dos
- Santos Edivaldo Moura
- Santos Eva
- Sarazin Fred
- Sarmento Raul
- Sarmiento-Cano Christian
- Sato Ricardo
- Savina Pierpaolo
- Scherini Viviana
- Schieler Harald
- Schimassek Martin
- Schimp Michael
- Schlüter Felix
- Schmidt David
- Scholten Olaf
- Schovanek Petr
- Schröder Frank G.
- Schröder Sonja
- Schulte Josina
- Schäfer Christoph M.
- Sciutto Sergio
- Scornavacche Marina
- Segreto Alberto
- Sehgal Srijan
- Shellard Ronald C.
- Sigl Guenter
- Silli Gaia
- Sima Octavian
- Smida Radomir
- Sommers Paul
- Soriano Jorge F.
- Souchard Julien
- Souza Vitor de
- Squartini Ruben
- Stadelmaier Maximilian
- Stanca Denis
- Stanič Samo
- Stasielak Jaroslaw
- Stassi Patrick
- Streich Alexander
- Sudholz Tristan
- Suomijarvi Tiina
- Supanitsky A. Daniel
- Suárez-Durán Mauricio
- Szadkowski Zbigniew
- Sánchez Federico Andrés
- Tapia Alex
- Taricco Carla
- Timmermans Charles
- Tkachenko Olena
- Tobiska Petr
- Todero Peixoto Carlos J.
- Tomé Bernardo
- Torrès Zoé
- Travaini Andres
- Travnicek Petr
- Trimarelli Caterina
- Tueros Matias
- Ulrich Ralf
- Unger Michael
- Vaclavek Lukáš
- Vacula Martin
- Valdés Galicia Jose F.
- Valore Laura
- Varela Enrique
- Veberic Darko
- Ventura Cynthia
- Vergara Quispe Indira D.
- Verzi Valerio
- Vicha Jakub
- Vink Jacco
- Vorobiov Serguei
- Vásquez-Ramírez Adriana
- Wahlberg Hernan
- Watanabe Clara Keiko Oliveira
- Watson Alan
- Weber Marc
- Weindl Andreas
- Wiencke Lawrence
- Wilczyński Henryk
- Wirtz Marcus
- Wittkowski David
- Wundheiler Brian
- Yushkov Alexey
- Zapparrata Orazio
- Zas Enrique
- Zavrtanik Danilo
- Zavrtanik Marko
- Zehrer Lukas
- Publication venue
- Scuola Internazionale Superiore di Studi Avanzati
- Publication date
- 04/10/2021
- Field of study
Reconstruction of Events Recorded with the Water-Cherenkov and Scintillator Surface Detectors of the Pierre Auger Observatory
- Author
- Abreu Pedro
- Aglietta Marco
- Albury Justin M.
- Allekotte Ingomar
- Almeida Rogerio M. de
- Almela Alejandro
- Alvarez-Muniz Jaime
- Alves Batista Rafael
- Anastasi Gioacchino Alex
- Anchordoqui Luis A.
- Andrada Belén
- Andringa Sofia
- Anjos Rita dos
- Aramo Carla
- Araújo Ferreira Paulo Ricardo
- Arteaga Velazquez Juan Carlos
- Asorey Hernán Gonzalo
- Assis Pedro
- Avila Gualberto
- Badescu Alina Mihaela
- Bakalova Alena
- Balaceanu Alexandru
- Barbato Felicia
- Barreira Luz Ricardo Jorge
- Becker Karl-Heinz
- Bellido Jose A.
- Berat Corinne
- Bertaina Mario Edoardo
- Bertou Xavier
- Biermann Peter L.
- Binet Virginia
- Bismark Kathrin
- Bister Teresa
- Biteau Jonathan
- Blazek Jiri
- Bleve Carla
- Bohacova Martina
- Boncioli Denise
- Bonifazi Carla
- Bonneau Arbeletche Luan
- Borodai Nataliia
- Botti Ana Martina
- Brack Jeffrey
- Bretz Thomas
- Brichetto Orchera P. Gabriel
- Briechle Florian Lukas
- Buchholz Peter
- Bueno Antonio
- Buitink Stijn
- Buscemi Mario
- Büsken Max
- Caballero-Mora Karen S.
- Caccianiga Lorenzo
- Canfora Fabrizia
- Caracas Ioana
- Carceller Juan Miguel
- Caruso Rossella
- Castellina Antonella
- Catalani Fernando
- Cataldi Gabriella
- Cazon Lorenzo
- Cerda Marcos
- Chinellato Jose Augusto
- Chudoba Jiri
- Chytka Ladislav
- Clay Roger W.
- Cobos Cerutti Agustín
- Colalillo Roberta
- Coleman Alan
- Coluccia Maria Rita
- Conceição Rúben
- Condorelli Antonio
- Consolati Giovanni
- Contreras Fernando
- Convenga Fabio
- Correia dos Santos Diego
- Covault Corbin
- D\u27Olivo Juan Carlos
- Dasso Sergio
- Daumiller Kai
- Dawson Bruce R.
- Day Jarryd A.
- De Mauro Giuseppe
- De Mitri Ivan
- De Vito Emanuele
- Deligny Olivier
- Deval Luca
- Dobrigkeit Carola
- Domingues Mendes Luis Miguel
- Dova Maria Teresa
- Ebr Jan
- Engel Ralph
- Epicoco Italo
- Erdmann Martin
- Escobar Carlos O.
- Etchegoyen Alberto
- Falcke Heino
- Farmer John
- Farrar Glennys R.
- Fauth Anderson
- Fazzini Norberto
- Feldbusch Fridtjof
- Fenu Francesco
- Fick Brian
- Figueira Juan Manuel
- Filipcic Andrej
- Fitoussi Thomas
- Fodran Tomáš
- Freire Martín Miguel
- Fujii Toshihiro
- Fuster Alan
- Galea Cristina
- Galelli Claudio
- García Vegas Adrianna Luz
- García Beatriz
- Gemmeke Hartmut
- Gesualdi Flavia
- Gherghel-Lascu Alexandru
- Ghia Piera Luisa
- Giaccari Ugo
- Giammarchi Marco
- Glombitza Jonas
- Gobbi Fabian
- Gollan Fernando
- Golup Geraldina
- Gongora Juan Pablo
- Gonzalez Nicolas Martin
- González Juan Manuel
- Goos Isabel
- Gora Dariusz
- Gorgi Alessio
- Gottowik Marvin
- Grubb Trent D.
- Guarino Fausto
- Guedes Germano
- Guido Eleonora
- Gómez Berisso Mariano
- Gómez Vitale Primo F.
- Hahn Steffen
- Hamal Petr
- Hampel Matías Rolf
- Hansen Patricia María
- Harari Diego
- Harvey Violet M.
- Haungs Andreas
- Hebbeker Thomas
- Heck Dieter
- Hill Gary C.
- Hojvat Carlos
- Horvath Pavel
- Hrabovsky Miroslav
- Huege Tim
- Hörandel Jörg
- Insolia Antonio
- Isar Paula Gina
- Janecek Petr
- Jesús Joaquín de
- Johnsen Jeffrey A.
- Jong Sijbrand J. de
- Juryšek Jakub
- Kampert Karl-Heinz
- Karastathis Nikolaos
- Keilhauer Bianca
- Kemp Julian
- Khakurdikar Abha
- Kizakke Covilakam Varada Varma
- Klages Hans
- Kleifges Matthias
- Kleinfeller Jonny
- Kunka Norbert
- Kääpä Alex
- Köpke Marcel
- Lago Bruno L.
- Lang Rodrigo Guedes
- Langner Niklas
- Leigui de Oliveira Marcelo Augusto
- Lenok Vladimir
- Letessier-Selvon Antoine
- Lhenry-Yvon Isabelle
- Lo Presti Domenico
- Lopes Luis
- Lu Lu
- Luce Quentin
- Lundquist Jon Paul
- López Rebeca
- Machado Payeras Allan
- Mancarella Giovanni
- Mandat Dusan
- Manning Bradley C.
- Manshanden Julien
- Mantsch Paul
- Marafico Sullivan
- Mariazzi Analisa
- Maris Ioana Codrina
- Marsella Giovanni
- Martello Daniele
- Martinelli Sara
- Martínez Bravo Oscar
- Mastrodicasa Massimo
- Mathes Hermann-Josef
- Matteo Armando di
- Matthews James
- Matthiae Giorgio
- Mayotte Eric
- Mazur Peter
- Medina-Tanco Gustavo
- Mello Neto João de
- Melo Diego
- Menshikov Alexander
- Merenda Kevin-Druis
- Michal Stanislav
- Micheletti Maria Isabel
- Miramonti Lino
- Mollerach Silvia
- Montanet François
- Morello Carlo
- Mostafa Miguel
- Muller Marcio Aparecido
- Mulrey Katharine
- Mussa Roberto
- Muzio Marco Stein
- Müller Ana L.
- Namasaka Wilson M.
- Nasr-Esfahani Alina
- Nellen Lukas
- Niculescu-Oglinzanu Mihai
- Niechciol Marcus
- Nitz Dave
- Nosek Dalibor
- Novotný Vladimír
- Nozka Libor
- Nucita Achille
- Nunez Luis A.
- Oliveira Franco Danelise de
- Oliveira Jaime de
- Palatka Miroslav
- Pallotta Juan
- Palma Francesco de
- Papenbreer Philipp
- Parente Gonzalo
- Parra Alejandra
- Pawlowsky Jannis
- Pech Miroslav
- Pedreira Francisco
- Pelayo Rodrigo
- Pereira Martins Edyvania Emily
- Perez Armand Johnnier
- Perlin Matías
- Perrone Lorenzo
- Petrera Sergio
- Peña-Rodríguez Jesús
- Pierog Tanguy
- Pierre Auger Collaboration
- Pimenta Mário
- Pirronello Valerio
- Platino Manuel
- Pont Bjarni
- Pothast Mart
- Privitera Paolo
- Prouza Michael
- Puyleart Andrew
- Pérez Bertolli Carmina
- Pękala Jan
- Querchfeld Sven
- Rautenberg Julian
- Ravignani Diego
- Reininghaus Maximilian
- Ridky Jan
- Riehn Felix
- Risse Markus
- Rizi Vincenzo
- Rodrigues de Carvalho Washington
- Rodriguez Rojo Jorge Rubén
- Roncoroni Matías J.
- Rossoni Simone
- Roth Markus
- Roulet Esteban
- Rovero Adrian
- Ruehl Philip
- Río Mariano del
- Saftoiu Alexandra
- Salamida Francesco
- Salazar Humberto Ibarguen
- Salina Gaetano
- Sanabria Gomez Jose
- Santos Diego dos
- Santos Edivaldo Moura
- Santos Eva
- Sarazin Fred
- Sarmento Raul
- Sarmiento-Cano Christian
- Sato Ricardo
- Savina Pierpaolo
- Scherini Viviana
- Schieler Harald
- Schimassek Martin
- Schimp Michael
- Schlüter Felix
- Schmidt David
- Scholten Olaf
- Schovanek Petr
- Schröder Frank G.
- Schröder Sonja
- Schulte Josina
- Schäfer Christoph M.
- Sciutto Sergio
- Scornavacche Marina
- Segreto Alberto
- Sehgal Srijan
- Shellard Ronald C.
- Sigl Guenter
- Silli Gaia
- Sima Octavian
- Smida Radomir
- Sommers Paul
- Soriano Jorge F.
- Souchard Julien
- Souza Vitor de
- Squartini Ruben
- Stadelmaier Maximilian
- Stanca Denis
- Stanič Samo
- Stasielak Jaroslaw
- Stassi Patrick
- Streich Alexander
- Sudholz Tristan
- Suomijarvi Tiina
- Supanitsky A. Daniel
- Suárez-Durán Mauricio
- Szadkowski Zbigniew
- Sánchez Federico Andrés
- Tapia Alex
- Taricco Carla
- Timmermans Charles
- Tkachenko Olena
- Tobiska Petr
- Todero Peixoto Carlos J.
- Tomé Bernardo
- Torrès Zoé
- Travaini Andres
- Travnicek Petr
- Trimarelli Caterina
- Tueros Matias
- Ulrich Ralf
- Unger Michael
- Vaclavek Lukáš
- Vacula Martin
- Valdés Galicia Jose F.
- Valore Laura
- Varela Enrique
- Veberic Darko
- Ventura Cynthia
- Vergara Quispe Indira D.
- Verzi Valerio
- Vicha Jakub
- Vink Jacco
- Vorobiov Serguei
- Vásquez-Ramírez Adriana
- Wahlberg Hernan
- Watanabe Clara Keiko Oliveira
- Watson Alan
- Weber Marc
- Weindl Andreas
- Wiencke Lawrence
- Wilczyński Henryk
- Wirtz Marcus
- Wittkowski David
- Wundheiler Brian
- Yushkov Alexey
- Zapparrata Orazio
- Zas Enrique
- Zavrtanik Danilo
- Zavrtanik Marko
- Zehrer Lukas
- Publication venue
- Scuola Internazionale Superiore di Studi Avanzati
- Publication date
- 01/10/2021
- Field of study