Towards a cosmic ray composition measurement with the IceAct telescopes at the IceCube Neutrino Observatory
The IceCube Neutrino Observatory is equipped with the unique possibility to measure cosmic ray induced air showers simultaneously by their particle footprint on the surface with the IceTop detector and by the high-energy muonic shower component at a depth of more than 1.5 km. Since 2019 additionally...
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Format: | Article in Journal/Newspaper |
Language: | English |
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Scuola Internazionale Superiore di Studi Avanzati
2023
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Online Access: | https://publikationen.bibliothek.kit.edu/1000163322 https://publikationen.bibliothek.kit.edu/1000163322/151547705 https://doi.org/10.5445/IR/1000163322 |
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ftubkarlsruhe:oai:EVASTAR-Karlsruhe.de:1000163322 |
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openpolar |
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Open Polar |
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KITopen (Karlsruhe Institute of Technologie) |
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ftubkarlsruhe |
language |
English |
topic |
ddc:530 Physics info:eu-repo/classification/ddc/530 |
spellingShingle |
ddc:530 Physics info:eu-repo/classification/ddc/530 IceCube Paul, Larissa Bretz, Thomas Hewitt, John W. Zink, Adrian Abbasi, Rasha Ackermann, Markus Adams, Jenni Agarwalla, Sanjib Aguilar, Juanan Ahlers, Markus Alameddine, Jean-Marco Amin, Najia Moureen Binte Andeen, Karen Anton, Gisela Argüelles, Carlos Ashida, Yosuke Athanasiadou, Sofia Axani, Spencer Bai, Xinhua Balagopal V, Aswathi Baricevic, Moreno Barwick, Steve Basu, Vedant Bay, Ryan Beatty, James Becker Tjus, Julia Beise, Jakob Bellenghi, Chiara Benning, Charlotte BenZvi, Segev Berley, David Bernardini, Elisa Besson, Dave Blaufuss, Erik Blot, Summer Bontempo, Federico Book, Julia Boscolo Meneguolo, Caterina Boser, Sebastian Botner, Olga Bottcher, Jakob Bourbeau, Etienne Braun, Jim Brinson, Bennett Brostean-Kaiser, Jannes Burley, Ryan T. Busse, Raffaela Butterfield, Delaney Campana, Michael Carloni, Kiara Carnie-Bronca, Erin Chattopadhyay, Sharmistha Chau, Thien Nhan Chen, Chujie Chen, Zheyang Chirkin, Dmitry Choi, Seowon Clark, Brian Classen, Lew Coleman, Alan Collin, Gabriel Connolly, Amy Conrad, Janet Coppin, Paul Correa, Pablo Cowen, Doug Dave, Pranav Clercq, Catherine De DeLaunay, James Delgado Lopez, Diyaselis Deng, Shuyang Deoskar, Kunal Desai, Abhishek Desiati, Paolo Vries, Krijn De Wasseige, Gwenhaël De DeYoung, Tyce Diaz, Alejandro Diaz-Velez, Juan Carlos Dittmer, Markus Domi, Alba Dujmovic, Hrvoje DuVernois, Michael Ehrhardt, Thomas Eller, Philipp Ellinger, Enrico Mentawi, Sharif El Elsässer, Dominik Engel, Ralph Erpenbeck, Hannah Evans, John Evenson, Paul Fan, Kwok Lung Fang, Ke Farrag, Kareem Ramadan Fazely, Ali Fedynitch, Anatoli Feigl, Nora Fiedlschuster, Sebastian Finley, Chad Fischer, Leander Fox, Derek B. Franckowiak, Anna Fritz, Alexander Furst, Philipp Gallagher, Jay Ganster, Erik Garcia, Alfonso Gerhardt, Lisa Ghadimi, Ava Glaser, Christian Glauch, Theo Glusenkamp, Thorsten Goehlke, Noah Gonzalez, Javier Goswami, Sreetama Grant, Darren Gray, Shannon Gries, Oliver Griffin, Sean Griswold, Spencer Groth, Kathrine Morch Günther, Christoph Gutjahr, Pascal Haack, Christian Hallgren, Allan Halliday, Robert Halve, Lasse Halzen, Francis Hamdaoui, Hassane Ha Minh, Martin Hanson, Kael Hardin, John Harnisch, Alexander Hatch, Patrick Haungs, Andreas Helbing, Klaus Hellrung, Jonas Henningsen, Felix Heuermann, Lars Philipp Heyer, Nils Hickford, Stephanie Hidvegi, Attila Hill, Colton Hill, Gary Hoffman, Kara Hori, Sam Hoshina, Kotoyo Hou, Wenjie Huber, Thomas Hultqvist, Klas Hunnefeld, Mirco Hussain, Raamis Hymon, Karolin In, Seongjin Ishihara, Aya Jacquart, Marc Janik, Oliver Jansson, Matti Japaridze, George Jeong, Minjin Jin, Miaochen Jones, Ben Kang, Donghwa Kang, Woosik Kang, Xinyue Kappes, Alexander Kappesser, David Kardum, Leonora Karg, Timo Karl, Martina Karle, Albrecht Katz, Ulì Kauer, Matt Kelley, John Khatee Zathul, Arifa Kheirandish, Ali Kiryluk, Joanna Klein, Spencer Kochocki, Alina Koirala, Ramesh Kolanoski, Hermann Kontrimas, Tomas Kopke, Lutz Kopper, Claudio Koskinen, Jason Koundal, Paras Kovacevich, Michael Kowalski, Marek Kozynets, Tetiana Jayakumar, Krishnamoorthi Kruiswijk, Karlijn Krupczak, Emmett Kumar, Anil Kun, Emma Neilson, Naoko Kurahashi Lad, Neha Navnitkumar Lagunas Gualda, Cristina Lamoureux, Mathieu Larson, Michael J. Latseva, Silvia Lauber, Frederik Hermann Lazar, Jeffrey Lee, Jiwoong Leonard DeHolton, Kayla Leszczynska, Agnieszka Lincetto, Massimiliano Liu, Qinrui Liubarska, Maria Lohfink, Elisa Love, Christina Lozano Mariscal, Cristian Jesus Lu, Lu Lucarelli, Francesco Luszczak, William Lyu, Yang Madsen, Jim Mahn, Kendall Makino, Yuya Manao, Elena Mancina, Sarah Marie Sainte, Wenceslas Maris, Ioana Codrina Marka, Szabolcs Marka, Zsuzsa Marsee, Matthew Martinez-Soler, Ivan Maruyama, Reina H. Mayhew, Finn McElroy, Thomas McNally, Frank Mead, James Vincent Meagher, Kevin Mechbal, Sarah Medina, Andres Meier, Maximilian Merckx, Yarno Merten, Lukas Micallef, Jessie Mitchell, Justin Montaruli, Teresa Moore, Roger Morii, Yasutsugu Morse, Bob Moulai, Marjon Mukherjee, Tista Naab, Richard Nagai, Ryo Nakos, Maxwell Naumann, Uwe Necker, Jannis Negi, Akshima Neumann, Miriam Niederhausen, Hans Nisa, Mehr Noell, Andreas Novikov, Alexander Nowicki, Sarah Pollmann, Anna O'Dell, Vivian Oehler, Marie Oeyen, Bob Olivas, Alex Orsoe, Rasmus Osborn, Jesse O'Sullivan, Erin Pandya, Hershal Park, Nahee Parker, Grant Paudel, Ek Narayan Pérez de los Heros, Carlos Peterson, Josh Philippen, Saskia Pizzuto, Alex Plum, Matthias Ponten, Axel Popovych, Yuriy Prado Rodriguez, Maria Pries, Brandon Procter-Murphy, Rachel Przybylski, Gerald Raab, Christoph Rack-Helleis, John Rawlins, Katherine Rechav, Zoe Rehman, Abdul Reichherzer, Patrick Renzi, Giovanni Resconi, Elisa Reusch, Simeon Rhode, Wolfgang Riedel, Benedikt Rifaie, Adam Roberts, Ella Robertson, Sally Rodan, Steven T. Roellinghoff, Gerrit Rongen, Martin Rott, Carsten Ruhe, Tim Ruohan, Li Ryckbosch, Dirk Safa, Ibrahim Saffer, Julian Salazar-Gallegos, Daniel Sampathkumar, Pranav Sanchez Herrera, Sebastian Sandrock, Alexander Santander, Marcos Sarkar, Sourav Sarkar, Subir Savelberg, Joelle Savina, Pierpaolo Schaufel, Merlin Schieler, Harald Schindler, Sebastian Schlickmann, Lea Schlüter, Berit Schlüter, Felix Schmeisser, Nick Schmidt, Torsten Schneider, Judith Schröder, Frank G. Schumacher, Lisa Johanna Schwefer, Georg Sclafani, Steve Seckel, David Seikh, Mohammad Ful Hossain Seunarine, Suruj Shah, Riya Sharma, Ankur Shefali, S. Shimizu, Nobuhiro Silva, Manuel Skrzypek, Barbara Smithers, Ben Snihur, Robert Soedingrekso, Jan Sogaard, Andreas Soldin, Dennis Soldin, Philipp Sommani, Giacomo Spannfellner, Christian Spiczak, Glenn Spiering, Christian Stamatikos, Michael Stanev, Todor Stezelberger, Thorsten Sturwald, Timo Stuttard, Thomas Sullivan, Greg Taboada, Ignacio Ter-Antonyan, Samvel Thiesmeyer, Matthias Thompson, Will Thwaites, Jessie Tilav, Serap Tollefson, Kirsten Tönnis, Christoph Toscano, Simona Tosi, Delia Trettin, Alexander Tung, Chun Fai Turcotte, Roxanne Twagirayezu, Jean Pierre Ty, Bunheng Unland Elorrieta, Martin Upadhyay, Anuj Kumar Upshaw, Karriem Valtonen-Mattila, Nora Vandenbroucke, Justin Eijndhoven, Nick Van Vannerom, David Santen, Jakob Van Vara, Javi Veitch-Michaelis, Joshua Venugopal, Megha Vereecken, Matthias Verpoest, Stef Veske, Doğa Vijai, Aishwarya Walck, Christian Weaver, Chris Weigel, Philip Weindl, Andreas Weldert, Jan Wendt, Chris Werthebach, Johannes Weyrauch, Mark Whitehorn, Nathan Wiebusch, Christopher Willey, Nathan Williams, Dawn Witthaus, Lucas Wolf, Annika Wolf, Martin Wrede, Gerrit Xu, Xianwu Yanez, Juan Pablo Yildizci, Emre Burak Yoshida, Shigeru Young, Robert Yu, Felix J. Yu, Shiqi Yuan, Tianlu Zhang, Zelong Zhelnin, Pavel Zimmerman, Melany Towards a cosmic ray composition measurement with the IceAct telescopes at the IceCube Neutrino Observatory |
topic_facet |
ddc:530 Physics info:eu-repo/classification/ddc/530 |
description |
The IceCube Neutrino Observatory is equipped with the unique possibility to measure cosmic ray induced air showers simultaneously by their particle footprint on the surface with the IceTop detector and by the high-energy muonic shower component at a depth of more than 1.5 km. Since 2019 additionally, two Imaging Air Cherenkov Telescopes, called IceAct, measure the electromagnetic component of air showers in the atmosphere above the IceCube detector. This opens the possibility to measure air shower parameters in three independent detectors and allows to improve mass composition studies with the IceCube data. One IceAct camera consists of 61 SiPM pixels in a hexagonal grid. Each pixel has a field of view of 1.5 degree resulting in an approximately 12-degree field of view per camera. A single telescope tube has a diameter of 50 cm, is built robust enough to withstand the harsh Antarctic conditions, and is able to detect cosmic ray particles with energies above approximately 10 TeV. A Graph Neural Network (GNN) is trained to determine the air shower properties from IceAct data. The composition analysis is then performed using Random Forest Regression (RF). Since all three detectors have a different energy threshold, we train several RFs with different inputs, combining the different detectors and taking advantage of the lower energy threshold of the IceAct telescopes. This will result in composition measurements for different detector combinations and enables cross-checks of the results in overlapping energy bands. We present the method, parameters for data selection, and the status of this analysis. |
format |
Article in Journal/Newspaper |
author |
IceCube Paul, Larissa Bretz, Thomas Hewitt, John W. Zink, Adrian Abbasi, Rasha Ackermann, Markus Adams, Jenni Agarwalla, Sanjib Aguilar, Juanan Ahlers, Markus Alameddine, Jean-Marco Amin, Najia Moureen Binte Andeen, Karen Anton, Gisela Argüelles, Carlos Ashida, Yosuke Athanasiadou, Sofia Axani, Spencer Bai, Xinhua Balagopal V, Aswathi Baricevic, Moreno Barwick, Steve Basu, Vedant Bay, Ryan Beatty, James Becker Tjus, Julia Beise, Jakob Bellenghi, Chiara Benning, Charlotte BenZvi, Segev Berley, David Bernardini, Elisa Besson, Dave Blaufuss, Erik Blot, Summer Bontempo, Federico Book, Julia Boscolo Meneguolo, Caterina Boser, Sebastian Botner, Olga Bottcher, Jakob Bourbeau, Etienne Braun, Jim Brinson, Bennett Brostean-Kaiser, Jannes Burley, Ryan T. Busse, Raffaela Butterfield, Delaney Campana, Michael Carloni, Kiara Carnie-Bronca, Erin Chattopadhyay, Sharmistha Chau, Thien Nhan Chen, Chujie Chen, Zheyang Chirkin, Dmitry Choi, Seowon Clark, Brian Classen, Lew Coleman, Alan Collin, Gabriel Connolly, Amy Conrad, Janet Coppin, Paul Correa, Pablo Cowen, Doug Dave, Pranav Clercq, Catherine De DeLaunay, James Delgado Lopez, Diyaselis Deng, Shuyang Deoskar, Kunal Desai, Abhishek Desiati, Paolo Vries, Krijn De Wasseige, Gwenhaël De DeYoung, Tyce Diaz, Alejandro Diaz-Velez, Juan Carlos Dittmer, Markus Domi, Alba Dujmovic, Hrvoje DuVernois, Michael Ehrhardt, Thomas Eller, Philipp Ellinger, Enrico Mentawi, Sharif El Elsässer, Dominik Engel, Ralph Erpenbeck, Hannah Evans, John Evenson, Paul Fan, Kwok Lung Fang, Ke Farrag, Kareem Ramadan Fazely, Ali Fedynitch, Anatoli Feigl, Nora Fiedlschuster, Sebastian Finley, Chad Fischer, Leander Fox, Derek B. Franckowiak, Anna Fritz, Alexander Furst, Philipp Gallagher, Jay Ganster, Erik Garcia, Alfonso Gerhardt, Lisa Ghadimi, Ava Glaser, Christian Glauch, Theo Glusenkamp, Thorsten Goehlke, Noah Gonzalez, Javier Goswami, Sreetama Grant, Darren Gray, Shannon Gries, Oliver Griffin, Sean Griswold, Spencer Groth, Kathrine Morch Günther, Christoph Gutjahr, Pascal Haack, Christian Hallgren, Allan Halliday, Robert Halve, Lasse Halzen, Francis Hamdaoui, Hassane Ha Minh, Martin Hanson, Kael Hardin, John Harnisch, Alexander Hatch, Patrick Haungs, Andreas Helbing, Klaus Hellrung, Jonas Henningsen, Felix Heuermann, Lars Philipp Heyer, Nils Hickford, Stephanie Hidvegi, Attila Hill, Colton Hill, Gary Hoffman, Kara Hori, Sam Hoshina, Kotoyo Hou, Wenjie Huber, Thomas Hultqvist, Klas Hunnefeld, Mirco Hussain, Raamis Hymon, Karolin In, Seongjin Ishihara, Aya Jacquart, Marc Janik, Oliver Jansson, Matti Japaridze, George Jeong, Minjin Jin, Miaochen Jones, Ben Kang, Donghwa Kang, Woosik Kang, Xinyue Kappes, Alexander Kappesser, David Kardum, Leonora Karg, Timo Karl, Martina Karle, Albrecht Katz, Ulì Kauer, Matt Kelley, John Khatee Zathul, Arifa Kheirandish, Ali Kiryluk, Joanna Klein, Spencer Kochocki, Alina Koirala, Ramesh Kolanoski, Hermann Kontrimas, Tomas Kopke, Lutz Kopper, Claudio Koskinen, Jason Koundal, Paras Kovacevich, Michael Kowalski, Marek Kozynets, Tetiana Jayakumar, Krishnamoorthi Kruiswijk, Karlijn Krupczak, Emmett Kumar, Anil Kun, Emma Neilson, Naoko Kurahashi Lad, Neha Navnitkumar Lagunas Gualda, Cristina Lamoureux, Mathieu Larson, Michael J. Latseva, Silvia Lauber, Frederik Hermann Lazar, Jeffrey Lee, Jiwoong Leonard DeHolton, Kayla Leszczynska, Agnieszka Lincetto, Massimiliano Liu, Qinrui Liubarska, Maria Lohfink, Elisa Love, Christina Lozano Mariscal, Cristian Jesus Lu, Lu Lucarelli, Francesco Luszczak, William Lyu, Yang Madsen, Jim Mahn, Kendall Makino, Yuya Manao, Elena Mancina, Sarah Marie Sainte, Wenceslas Maris, Ioana Codrina Marka, Szabolcs Marka, Zsuzsa Marsee, Matthew Martinez-Soler, Ivan Maruyama, Reina H. Mayhew, Finn McElroy, Thomas McNally, Frank Mead, James Vincent Meagher, Kevin Mechbal, Sarah Medina, Andres Meier, Maximilian Merckx, Yarno Merten, Lukas Micallef, Jessie Mitchell, Justin Montaruli, Teresa Moore, Roger Morii, Yasutsugu Morse, Bob Moulai, Marjon Mukherjee, Tista Naab, Richard Nagai, Ryo Nakos, Maxwell Naumann, Uwe Necker, Jannis Negi, Akshima Neumann, Miriam Niederhausen, Hans Nisa, Mehr Noell, Andreas Novikov, Alexander Nowicki, Sarah Pollmann, Anna O'Dell, Vivian Oehler, Marie Oeyen, Bob Olivas, Alex Orsoe, Rasmus Osborn, Jesse O'Sullivan, Erin Pandya, Hershal Park, Nahee Parker, Grant Paudel, Ek Narayan Pérez de los Heros, Carlos Peterson, Josh Philippen, Saskia Pizzuto, Alex Plum, Matthias Ponten, Axel Popovych, Yuriy Prado Rodriguez, Maria Pries, Brandon Procter-Murphy, Rachel Przybylski, Gerald Raab, Christoph Rack-Helleis, John Rawlins, Katherine Rechav, Zoe Rehman, Abdul Reichherzer, Patrick Renzi, Giovanni Resconi, Elisa Reusch, Simeon Rhode, Wolfgang Riedel, Benedikt Rifaie, Adam Roberts, Ella Robertson, Sally Rodan, Steven T. Roellinghoff, Gerrit Rongen, Martin Rott, Carsten Ruhe, Tim Ruohan, Li Ryckbosch, Dirk Safa, Ibrahim Saffer, Julian Salazar-Gallegos, Daniel Sampathkumar, Pranav Sanchez Herrera, Sebastian Sandrock, Alexander Santander, Marcos Sarkar, Sourav Sarkar, Subir Savelberg, Joelle Savina, Pierpaolo Schaufel, Merlin Schieler, Harald Schindler, Sebastian Schlickmann, Lea Schlüter, Berit Schlüter, Felix Schmeisser, Nick Schmidt, Torsten Schneider, Judith Schröder, Frank G. Schumacher, Lisa Johanna Schwefer, Georg Sclafani, Steve Seckel, David Seikh, Mohammad Ful Hossain Seunarine, Suruj Shah, Riya Sharma, Ankur Shefali, S. Shimizu, Nobuhiro Silva, Manuel Skrzypek, Barbara Smithers, Ben Snihur, Robert Soedingrekso, Jan Sogaard, Andreas Soldin, Dennis Soldin, Philipp Sommani, Giacomo Spannfellner, Christian Spiczak, Glenn Spiering, Christian Stamatikos, Michael Stanev, Todor Stezelberger, Thorsten Sturwald, Timo Stuttard, Thomas Sullivan, Greg Taboada, Ignacio Ter-Antonyan, Samvel Thiesmeyer, Matthias Thompson, Will Thwaites, Jessie Tilav, Serap Tollefson, Kirsten Tönnis, Christoph Toscano, Simona Tosi, Delia Trettin, Alexander Tung, Chun Fai Turcotte, Roxanne Twagirayezu, Jean Pierre Ty, Bunheng Unland Elorrieta, Martin Upadhyay, Anuj Kumar Upshaw, Karriem Valtonen-Mattila, Nora Vandenbroucke, Justin Eijndhoven, Nick Van Vannerom, David Santen, Jakob Van Vara, Javi Veitch-Michaelis, Joshua Venugopal, Megha Vereecken, Matthias Verpoest, Stef Veske, Doğa Vijai, Aishwarya Walck, Christian Weaver, Chris Weigel, Philip Weindl, Andreas Weldert, Jan Wendt, Chris Werthebach, Johannes Weyrauch, Mark Whitehorn, Nathan Wiebusch, Christopher Willey, Nathan Williams, Dawn Witthaus, Lucas Wolf, Annika Wolf, Martin Wrede, Gerrit Xu, Xianwu Yanez, Juan Pablo Yildizci, Emre Burak Yoshida, Shigeru Young, Robert Yu, Felix J. Yu, Shiqi Yuan, Tianlu Zhang, Zelong Zhelnin, Pavel Zimmerman, Melany |
author_facet |
IceCube Paul, Larissa Bretz, Thomas Hewitt, John W. Zink, Adrian Abbasi, Rasha Ackermann, Markus Adams, Jenni Agarwalla, Sanjib Aguilar, Juanan Ahlers, Markus Alameddine, Jean-Marco Amin, Najia Moureen Binte Andeen, Karen Anton, Gisela Argüelles, Carlos Ashida, Yosuke Athanasiadou, Sofia Axani, Spencer Bai, Xinhua Balagopal V, Aswathi Baricevic, Moreno Barwick, Steve Basu, Vedant Bay, Ryan Beatty, James Becker Tjus, Julia Beise, Jakob Bellenghi, Chiara Benning, Charlotte BenZvi, Segev Berley, David Bernardini, Elisa Besson, Dave Blaufuss, Erik Blot, Summer Bontempo, Federico Book, Julia Boscolo Meneguolo, Caterina Boser, Sebastian Botner, Olga Bottcher, Jakob Bourbeau, Etienne Braun, Jim Brinson, Bennett Brostean-Kaiser, Jannes Burley, Ryan T. Busse, Raffaela Butterfield, Delaney Campana, Michael Carloni, Kiara Carnie-Bronca, Erin Chattopadhyay, Sharmistha Chau, Thien Nhan Chen, Chujie Chen, Zheyang Chirkin, Dmitry Choi, Seowon Clark, Brian Classen, Lew Coleman, Alan Collin, Gabriel Connolly, Amy Conrad, Janet Coppin, Paul Correa, Pablo Cowen, Doug Dave, Pranav Clercq, Catherine De DeLaunay, James Delgado Lopez, Diyaselis Deng, Shuyang Deoskar, Kunal Desai, Abhishek Desiati, Paolo Vries, Krijn De Wasseige, Gwenhaël De DeYoung, Tyce Diaz, Alejandro Diaz-Velez, Juan Carlos Dittmer, Markus Domi, Alba Dujmovic, Hrvoje DuVernois, Michael Ehrhardt, Thomas Eller, Philipp Ellinger, Enrico Mentawi, Sharif El Elsässer, Dominik Engel, Ralph Erpenbeck, Hannah Evans, John Evenson, Paul Fan, Kwok Lung Fang, Ke Farrag, Kareem Ramadan Fazely, Ali Fedynitch, Anatoli Feigl, Nora Fiedlschuster, Sebastian Finley, Chad Fischer, Leander Fox, Derek B. Franckowiak, Anna Fritz, Alexander Furst, Philipp Gallagher, Jay Ganster, Erik Garcia, Alfonso Gerhardt, Lisa Ghadimi, Ava Glaser, Christian Glauch, Theo Glusenkamp, Thorsten Goehlke, Noah Gonzalez, Javier Goswami, Sreetama Grant, Darren Gray, Shannon Gries, Oliver Griffin, Sean Griswold, Spencer Groth, Kathrine Morch Günther, Christoph Gutjahr, Pascal Haack, Christian Hallgren, Allan Halliday, Robert Halve, Lasse Halzen, Francis Hamdaoui, Hassane Ha Minh, Martin Hanson, Kael Hardin, John Harnisch, Alexander Hatch, Patrick Haungs, Andreas Helbing, Klaus Hellrung, Jonas Henningsen, Felix Heuermann, Lars Philipp Heyer, Nils Hickford, Stephanie Hidvegi, Attila Hill, Colton Hill, Gary Hoffman, Kara Hori, Sam Hoshina, Kotoyo Hou, Wenjie Huber, Thomas Hultqvist, Klas Hunnefeld, Mirco Hussain, Raamis Hymon, Karolin In, Seongjin Ishihara, Aya Jacquart, Marc Janik, Oliver Jansson, Matti Japaridze, George Jeong, Minjin Jin, Miaochen Jones, Ben Kang, Donghwa Kang, Woosik Kang, Xinyue Kappes, Alexander Kappesser, David Kardum, Leonora Karg, Timo Karl, Martina Karle, Albrecht Katz, Ulì Kauer, Matt Kelley, John Khatee Zathul, Arifa Kheirandish, Ali Kiryluk, Joanna Klein, Spencer Kochocki, Alina Koirala, Ramesh Kolanoski, Hermann Kontrimas, Tomas Kopke, Lutz Kopper, Claudio Koskinen, Jason Koundal, Paras Kovacevich, Michael Kowalski, Marek Kozynets, Tetiana Jayakumar, Krishnamoorthi Kruiswijk, Karlijn Krupczak, Emmett Kumar, Anil Kun, Emma Neilson, Naoko Kurahashi Lad, Neha Navnitkumar Lagunas Gualda, Cristina Lamoureux, Mathieu Larson, Michael J. Latseva, Silvia Lauber, Frederik Hermann Lazar, Jeffrey Lee, Jiwoong Leonard DeHolton, Kayla Leszczynska, Agnieszka Lincetto, Massimiliano Liu, Qinrui Liubarska, Maria Lohfink, Elisa Love, Christina Lozano Mariscal, Cristian Jesus Lu, Lu Lucarelli, Francesco Luszczak, William Lyu, Yang Madsen, Jim Mahn, Kendall Makino, Yuya Manao, Elena Mancina, Sarah Marie Sainte, Wenceslas Maris, Ioana Codrina Marka, Szabolcs Marka, Zsuzsa Marsee, Matthew Martinez-Soler, Ivan Maruyama, Reina H. Mayhew, Finn McElroy, Thomas McNally, Frank Mead, James Vincent Meagher, Kevin Mechbal, Sarah Medina, Andres Meier, Maximilian Merckx, Yarno Merten, Lukas Micallef, Jessie Mitchell, Justin Montaruli, Teresa Moore, Roger Morii, Yasutsugu Morse, Bob Moulai, Marjon Mukherjee, Tista Naab, Richard Nagai, Ryo Nakos, Maxwell Naumann, Uwe Necker, Jannis Negi, Akshima Neumann, Miriam Niederhausen, Hans Nisa, Mehr Noell, Andreas Novikov, Alexander Nowicki, Sarah Pollmann, Anna O'Dell, Vivian Oehler, Marie Oeyen, Bob Olivas, Alex Orsoe, Rasmus Osborn, Jesse O'Sullivan, Erin Pandya, Hershal Park, Nahee Parker, Grant Paudel, Ek Narayan Pérez de los Heros, Carlos Peterson, Josh Philippen, Saskia Pizzuto, Alex Plum, Matthias Ponten, Axel Popovych, Yuriy Prado Rodriguez, Maria Pries, Brandon Procter-Murphy, Rachel Przybylski, Gerald Raab, Christoph Rack-Helleis, John Rawlins, Katherine Rechav, Zoe Rehman, Abdul Reichherzer, Patrick Renzi, Giovanni Resconi, Elisa Reusch, Simeon Rhode, Wolfgang Riedel, Benedikt Rifaie, Adam Roberts, Ella Robertson, Sally Rodan, Steven T. Roellinghoff, Gerrit Rongen, Martin Rott, Carsten Ruhe, Tim Ruohan, Li Ryckbosch, Dirk Safa, Ibrahim Saffer, Julian Salazar-Gallegos, Daniel Sampathkumar, Pranav Sanchez Herrera, Sebastian Sandrock, Alexander Santander, Marcos Sarkar, Sourav Sarkar, Subir Savelberg, Joelle Savina, Pierpaolo Schaufel, Merlin Schieler, Harald Schindler, Sebastian Schlickmann, Lea Schlüter, Berit Schlüter, Felix Schmeisser, Nick Schmidt, Torsten Schneider, Judith Schröder, Frank G. Schumacher, Lisa Johanna Schwefer, Georg Sclafani, Steve Seckel, David Seikh, Mohammad Ful Hossain Seunarine, Suruj Shah, Riya Sharma, Ankur Shefali, S. Shimizu, Nobuhiro Silva, Manuel Skrzypek, Barbara Smithers, Ben Snihur, Robert Soedingrekso, Jan Sogaard, Andreas Soldin, Dennis Soldin, Philipp Sommani, Giacomo Spannfellner, Christian Spiczak, Glenn Spiering, Christian Stamatikos, Michael Stanev, Todor Stezelberger, Thorsten Sturwald, Timo Stuttard, Thomas Sullivan, Greg Taboada, Ignacio Ter-Antonyan, Samvel Thiesmeyer, Matthias Thompson, Will Thwaites, Jessie Tilav, Serap Tollefson, Kirsten Tönnis, Christoph Toscano, Simona Tosi, Delia Trettin, Alexander Tung, Chun Fai Turcotte, Roxanne Twagirayezu, Jean Pierre Ty, Bunheng Unland Elorrieta, Martin Upadhyay, Anuj Kumar Upshaw, Karriem Valtonen-Mattila, Nora Vandenbroucke, Justin Eijndhoven, Nick Van Vannerom, David Santen, Jakob Van Vara, Javi Veitch-Michaelis, Joshua Venugopal, Megha Vereecken, Matthias Verpoest, Stef Veske, Doğa Vijai, Aishwarya Walck, Christian Weaver, Chris Weigel, Philip Weindl, Andreas Weldert, Jan Wendt, Chris Werthebach, Johannes Weyrauch, Mark Whitehorn, Nathan Wiebusch, Christopher Willey, Nathan Williams, Dawn Witthaus, Lucas Wolf, Annika Wolf, Martin Wrede, Gerrit Xu, Xianwu Yanez, Juan Pablo Yildizci, Emre Burak Yoshida, Shigeru Young, Robert Yu, Felix J. Yu, Shiqi Yuan, Tianlu Zhang, Zelong Zhelnin, Pavel Zimmerman, Melany |
author_sort |
IceCube |
title |
Towards a cosmic ray composition measurement with the IceAct telescopes at the IceCube Neutrino Observatory |
title_short |
Towards a cosmic ray composition measurement with the IceAct telescopes at the IceCube Neutrino Observatory |
title_full |
Towards a cosmic ray composition measurement with the IceAct telescopes at the IceCube Neutrino Observatory |
title_fullStr |
Towards a cosmic ray composition measurement with the IceAct telescopes at the IceCube Neutrino Observatory |
title_full_unstemmed |
Towards a cosmic ray composition measurement with the IceAct telescopes at the IceCube Neutrino Observatory |
title_sort |
towards a cosmic ray composition measurement with the iceact telescopes at the icecube neutrino observatory |
publisher |
Scuola Internazionale Superiore di Studi Avanzati |
publishDate |
2023 |
url |
https://publikationen.bibliothek.kit.edu/1000163322 https://publikationen.bibliothek.kit.edu/1000163322/151547705 https://doi.org/10.5445/IR/1000163322 |
geographic |
Antarctic |
geographic_facet |
Antarctic |
genre |
Antarc* Antarctic |
genre_facet |
Antarc* Antarctic |
op_source |
ISSN: 1824-8039 |
op_relation |
Proceedings of Science info:eu-repo/semantics/altIdentifier/doi/10.22323/1.444.0237 info:eu-repo/semantics/altIdentifier/issn/1824-8039 https://publikationen.bibliothek.kit.edu/1000163322 https://publikationen.bibliothek.kit.edu/1000163322/151547705 https://doi.org/10.5445/IR/1000163322 |
op_rights |
https://creativecommons.org/licenses/by-nc-nd/4.0/deed.de info:eu-repo/semantics/openAccess |
op_doi |
https://doi.org/10.5445/IR/100016332210.22323/1.444.0237 |
_version_ |
1784273572936548352 |
spelling |
ftubkarlsruhe:oai:EVASTAR-Karlsruhe.de:1000163322 2023-12-03T10:10:50+01:00 Towards a cosmic ray composition measurement with the IceAct telescopes at the IceCube Neutrino Observatory IceCube Paul, Larissa Bretz, Thomas Hewitt, John W. Zink, Adrian Abbasi, Rasha Ackermann, Markus Adams, Jenni Agarwalla, Sanjib Aguilar, Juanan Ahlers, Markus Alameddine, Jean-Marco Amin, Najia Moureen Binte Andeen, Karen Anton, Gisela Argüelles, Carlos Ashida, Yosuke Athanasiadou, Sofia Axani, Spencer Bai, Xinhua Balagopal V, Aswathi Baricevic, Moreno Barwick, Steve Basu, Vedant Bay, Ryan Beatty, James Becker Tjus, Julia Beise, Jakob Bellenghi, Chiara Benning, Charlotte BenZvi, Segev Berley, David Bernardini, Elisa Besson, Dave Blaufuss, Erik Blot, Summer Bontempo, Federico Book, Julia Boscolo Meneguolo, Caterina Boser, Sebastian Botner, Olga Bottcher, Jakob Bourbeau, Etienne Braun, Jim Brinson, Bennett Brostean-Kaiser, Jannes Burley, Ryan T. Busse, Raffaela Butterfield, Delaney Campana, Michael Carloni, Kiara Carnie-Bronca, Erin Chattopadhyay, Sharmistha Chau, Thien Nhan Chen, Chujie Chen, Zheyang Chirkin, Dmitry Choi, Seowon Clark, Brian Classen, Lew Coleman, Alan Collin, Gabriel Connolly, Amy Conrad, Janet Coppin, Paul Correa, Pablo Cowen, Doug Dave, Pranav Clercq, Catherine De DeLaunay, James Delgado Lopez, Diyaselis Deng, Shuyang Deoskar, Kunal Desai, Abhishek Desiati, Paolo Vries, Krijn De Wasseige, Gwenhaël De DeYoung, Tyce Diaz, Alejandro Diaz-Velez, Juan Carlos Dittmer, Markus Domi, Alba Dujmovic, Hrvoje DuVernois, Michael Ehrhardt, Thomas Eller, Philipp Ellinger, Enrico Mentawi, Sharif El Elsässer, Dominik Engel, Ralph Erpenbeck, Hannah Evans, John Evenson, Paul Fan, Kwok Lung Fang, Ke Farrag, Kareem Ramadan Fazely, Ali Fedynitch, Anatoli Feigl, Nora Fiedlschuster, Sebastian Finley, Chad Fischer, Leander Fox, Derek B. Franckowiak, Anna Fritz, Alexander Furst, Philipp Gallagher, Jay Ganster, Erik Garcia, Alfonso Gerhardt, Lisa Ghadimi, Ava Glaser, Christian Glauch, Theo Glusenkamp, Thorsten Goehlke, Noah Gonzalez, Javier Goswami, Sreetama Grant, Darren Gray, Shannon Gries, Oliver Griffin, Sean Griswold, Spencer Groth, Kathrine Morch Günther, Christoph Gutjahr, Pascal Haack, Christian Hallgren, Allan Halliday, Robert Halve, Lasse Halzen, Francis Hamdaoui, Hassane Ha Minh, Martin Hanson, Kael Hardin, John Harnisch, Alexander Hatch, Patrick Haungs, Andreas Helbing, Klaus Hellrung, Jonas Henningsen, Felix Heuermann, Lars Philipp Heyer, Nils Hickford, Stephanie Hidvegi, Attila Hill, Colton Hill, Gary Hoffman, Kara Hori, Sam Hoshina, Kotoyo Hou, Wenjie Huber, Thomas Hultqvist, Klas Hunnefeld, Mirco Hussain, Raamis Hymon, Karolin In, Seongjin Ishihara, Aya Jacquart, Marc Janik, Oliver Jansson, Matti Japaridze, George Jeong, Minjin Jin, Miaochen Jones, Ben Kang, Donghwa Kang, Woosik Kang, Xinyue Kappes, Alexander Kappesser, David Kardum, Leonora Karg, Timo Karl, Martina Karle, Albrecht Katz, Ulì Kauer, Matt Kelley, John Khatee Zathul, Arifa Kheirandish, Ali Kiryluk, Joanna Klein, Spencer Kochocki, Alina Koirala, Ramesh Kolanoski, Hermann Kontrimas, Tomas Kopke, Lutz Kopper, Claudio Koskinen, Jason Koundal, Paras Kovacevich, Michael Kowalski, Marek Kozynets, Tetiana Jayakumar, Krishnamoorthi Kruiswijk, Karlijn Krupczak, Emmett Kumar, Anil Kun, Emma Neilson, Naoko Kurahashi Lad, Neha Navnitkumar Lagunas Gualda, Cristina Lamoureux, Mathieu Larson, Michael J. Latseva, Silvia Lauber, Frederik Hermann Lazar, Jeffrey Lee, Jiwoong Leonard DeHolton, Kayla Leszczynska, Agnieszka Lincetto, Massimiliano Liu, Qinrui Liubarska, Maria Lohfink, Elisa Love, Christina Lozano Mariscal, Cristian Jesus Lu, Lu Lucarelli, Francesco Luszczak, William Lyu, Yang Madsen, Jim Mahn, Kendall Makino, Yuya Manao, Elena Mancina, Sarah Marie Sainte, Wenceslas Maris, Ioana Codrina Marka, Szabolcs Marka, Zsuzsa Marsee, Matthew Martinez-Soler, Ivan Maruyama, Reina H. Mayhew, Finn McElroy, Thomas McNally, Frank Mead, James Vincent Meagher, Kevin Mechbal, Sarah Medina, Andres Meier, Maximilian Merckx, Yarno Merten, Lukas Micallef, Jessie Mitchell, Justin Montaruli, Teresa Moore, Roger Morii, Yasutsugu Morse, Bob Moulai, Marjon Mukherjee, Tista Naab, Richard Nagai, Ryo Nakos, Maxwell Naumann, Uwe Necker, Jannis Negi, Akshima Neumann, Miriam Niederhausen, Hans Nisa, Mehr Noell, Andreas Novikov, Alexander Nowicki, Sarah Pollmann, Anna O'Dell, Vivian Oehler, Marie Oeyen, Bob Olivas, Alex Orsoe, Rasmus Osborn, Jesse O'Sullivan, Erin Pandya, Hershal Park, Nahee Parker, Grant Paudel, Ek Narayan Pérez de los Heros, Carlos Peterson, Josh Philippen, Saskia Pizzuto, Alex Plum, Matthias Ponten, Axel Popovych, Yuriy Prado Rodriguez, Maria Pries, Brandon Procter-Murphy, Rachel Przybylski, Gerald Raab, Christoph Rack-Helleis, John Rawlins, Katherine Rechav, Zoe Rehman, Abdul Reichherzer, Patrick Renzi, Giovanni Resconi, Elisa Reusch, Simeon Rhode, Wolfgang Riedel, Benedikt Rifaie, Adam Roberts, Ella Robertson, Sally Rodan, Steven T. Roellinghoff, Gerrit Rongen, Martin Rott, Carsten Ruhe, Tim Ruohan, Li Ryckbosch, Dirk Safa, Ibrahim Saffer, Julian Salazar-Gallegos, Daniel Sampathkumar, Pranav Sanchez Herrera, Sebastian Sandrock, Alexander Santander, Marcos Sarkar, Sourav Sarkar, Subir Savelberg, Joelle Savina, Pierpaolo Schaufel, Merlin Schieler, Harald Schindler, Sebastian Schlickmann, Lea Schlüter, Berit Schlüter, Felix Schmeisser, Nick Schmidt, Torsten Schneider, Judith Schröder, Frank G. Schumacher, Lisa Johanna Schwefer, Georg Sclafani, Steve Seckel, David Seikh, Mohammad Ful Hossain Seunarine, Suruj Shah, Riya Sharma, Ankur Shefali, S. Shimizu, Nobuhiro Silva, Manuel Skrzypek, Barbara Smithers, Ben Snihur, Robert Soedingrekso, Jan Sogaard, Andreas Soldin, Dennis Soldin, Philipp Sommani, Giacomo Spannfellner, Christian Spiczak, Glenn Spiering, Christian Stamatikos, Michael Stanev, Todor Stezelberger, Thorsten Sturwald, Timo Stuttard, Thomas Sullivan, Greg Taboada, Ignacio Ter-Antonyan, Samvel Thiesmeyer, Matthias Thompson, Will Thwaites, Jessie Tilav, Serap Tollefson, Kirsten Tönnis, Christoph Toscano, Simona Tosi, Delia Trettin, Alexander Tung, Chun Fai Turcotte, Roxanne Twagirayezu, Jean Pierre Ty, Bunheng Unland Elorrieta, Martin Upadhyay, Anuj Kumar Upshaw, Karriem Valtonen-Mattila, Nora Vandenbroucke, Justin Eijndhoven, Nick Van Vannerom, David Santen, Jakob Van Vara, Javi Veitch-Michaelis, Joshua Venugopal, Megha Vereecken, Matthias Verpoest, Stef Veske, Doğa Vijai, Aishwarya Walck, Christian Weaver, Chris Weigel, Philip Weindl, Andreas Weldert, Jan Wendt, Chris Werthebach, Johannes Weyrauch, Mark Whitehorn, Nathan Wiebusch, Christopher Willey, Nathan Williams, Dawn Witthaus, Lucas Wolf, Annika Wolf, Martin Wrede, Gerrit Xu, Xianwu Yanez, Juan Pablo Yildizci, Emre Burak Yoshida, Shigeru Young, Robert Yu, Felix J. Yu, Shiqi Yuan, Tianlu Zhang, Zelong Zhelnin, Pavel Zimmerman, Melany 2023-10-24 application/pdf https://publikationen.bibliothek.kit.edu/1000163322 https://publikationen.bibliothek.kit.edu/1000163322/151547705 https://doi.org/10.5445/IR/1000163322 eng eng Scuola Internazionale Superiore di Studi Avanzati Proceedings of Science info:eu-repo/semantics/altIdentifier/doi/10.22323/1.444.0237 info:eu-repo/semantics/altIdentifier/issn/1824-8039 https://publikationen.bibliothek.kit.edu/1000163322 https://publikationen.bibliothek.kit.edu/1000163322/151547705 https://doi.org/10.5445/IR/1000163322 https://creativecommons.org/licenses/by-nc-nd/4.0/deed.de info:eu-repo/semantics/openAccess ISSN: 1824-8039 ddc:530 Physics info:eu-repo/classification/ddc/530 doc-type:conferenceObject Text info:eu-repo/semantics/article article info:eu-repo/semantics/publishedVersion 2023 ftubkarlsruhe https://doi.org/10.5445/IR/100016332210.22323/1.444.0237 2023-11-05T23:09:57Z The IceCube Neutrino Observatory is equipped with the unique possibility to measure cosmic ray induced air showers simultaneously by their particle footprint on the surface with the IceTop detector and by the high-energy muonic shower component at a depth of more than 1.5 km. Since 2019 additionally, two Imaging Air Cherenkov Telescopes, called IceAct, measure the electromagnetic component of air showers in the atmosphere above the IceCube detector. This opens the possibility to measure air shower parameters in three independent detectors and allows to improve mass composition studies with the IceCube data. One IceAct camera consists of 61 SiPM pixels in a hexagonal grid. Each pixel has a field of view of 1.5 degree resulting in an approximately 12-degree field of view per camera. A single telescope tube has a diameter of 50 cm, is built robust enough to withstand the harsh Antarctic conditions, and is able to detect cosmic ray particles with energies above approximately 10 TeV. A Graph Neural Network (GNN) is trained to determine the air shower properties from IceAct data. The composition analysis is then performed using Random Forest Regression (RF). Since all three detectors have a different energy threshold, we train several RFs with different inputs, combining the different detectors and taking advantage of the lower energy threshold of the IceAct telescopes. This will result in composition measurements for different detector combinations and enables cross-checks of the results in overlapping energy bands. We present the method, parameters for data selection, and the status of this analysis. Article in Journal/Newspaper Antarc* Antarctic KITopen (Karlsruhe Institute of Technologie) Antarctic |