{"title":"The energy spectrum of the H+He mass group of cosmic rays in the TeV region measured with HAWC","authors":"J. C. Arteaga Velázquez, Hawc Collaboration","doi":"10.22323/1.423.0086","DOIUrl":"https://doi.org/10.22323/1.423.0086","url":null,"abstract":"","PeriodicalId":375543,"journal":{"name":"Proceedings of 27th European Cosmic Ray Symposium — PoS(ECRS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122565374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The High Energy cosmic-Radiation Detection HERD facility: a future space instrument for cosmic-ray detection and gamma-ray astronomy","authors":"E. Berti, N. Mori, L. Pacini, O. Starodubtsev","doi":"10.22323/1.423.0146","DOIUrl":"https://doi.org/10.22323/1.423.0146","url":null,"abstract":"","PeriodicalId":375543,"journal":{"name":"Proceedings of 27th European Cosmic Ray Symposium — PoS(ECRS)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116956454","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
V. Sotnikov, Mikhail Kuznetsov, Nikita Petrov, I. Plokhikh
We present new insight into the ongoing machine learning analysis of KASCADE experiment archival data, that contain air shower events with ∼ 1 − 100 PeV primary energy. The aim of the study is to improve the accuracy of high-energy cosmic rays mass composition reconstruction with respect to the standard KASCADE technique. We introduce five mass groups: protons, helium, carbon, silicon and iron nuclei and interpret the reconstruction process as a classification task. We employ a random forest technique as well as two promising neural network architectures — a self-attention perceptron and a convolutional neural network. These models are being trained with KASCADE CORSIKA simulations. We examine the behavior of the mass composition reconstruction for several hadronic interaction models and additionally check the credibility of our methods with a small "unblinded" part of the real KASCADE data.
{"title":"Towards mass composition study with KASCADE using deep neural networks","authors":"V. Sotnikov, Mikhail Kuznetsov, Nikita Petrov, I. Plokhikh","doi":"10.22323/1.423.0092","DOIUrl":"https://doi.org/10.22323/1.423.0092","url":null,"abstract":"We present new insight into the ongoing machine learning analysis of KASCADE experiment archival data, that contain air shower events with ∼ 1 − 100 PeV primary energy. The aim of the study is to improve the accuracy of high-energy cosmic rays mass composition reconstruction with respect to the standard KASCADE technique. We introduce five mass groups: protons, helium, carbon, silicon and iron nuclei and interpret the reconstruction process as a classification task. We employ a random forest technique as well as two promising neural network architectures — a self-attention perceptron and a convolutional neural network. These models are being trained with KASCADE CORSIKA simulations. We examine the behavior of the mass composition reconstruction for several hadronic interaction models and additionally check the credibility of our methods with a small \"unblinded\" part of the real KASCADE data.","PeriodicalId":375543,"journal":{"name":"Proceedings of 27th European Cosmic Ray Symposium — PoS(ECRS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129606023","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
N. Larsen, A. Mishev, A. Binios, A. Leppänen, E. Tanskanen, E. Turunen, I. Usoskin, J. Envall, Pasi Lakkala, T. Iinatti
Measurements of the natural radiation background, specifically in the upper troposphere and low stratosphere, are important in order to compare and eventually inter-calibrate different experimental set-ups, as well as to provide a reliable basis for improving the existing models related to the environmental radiation in the Earth’s atmosphere. Here, we report results from a new zero-pressure stratospheric balloon flight in the frame of the HEMERA-2 mission, obtained by measurements performed with a small portable device, (MDU)-1 Liulin. We derived the altitude profile of the atmospheric radiation in the Arctic region, namely in between Esrange Kiruna, Sweden and Rovaniemi, Finland. The preliminary analysis shows a good agreement between the measurements and Oulu models for atmospheric ionization and exposure to radiation.
{"title":"Altitude profile of atmospheric radiation in the Arctic region obtained during a scientific balloon flight with MDU-1 Liulin","authors":"N. Larsen, A. Mishev, A. Binios, A. Leppänen, E. Tanskanen, E. Turunen, I. Usoskin, J. Envall, Pasi Lakkala, T. Iinatti","doi":"10.22323/1.423.0054","DOIUrl":"https://doi.org/10.22323/1.423.0054","url":null,"abstract":"Measurements of the natural radiation background, specifically in the upper troposphere and low stratosphere, are important in order to compare and eventually inter-calibrate different experimental set-ups, as well as to provide a reliable basis for improving the existing models related to the environmental radiation in the Earth’s atmosphere. Here, we report results from a new zero-pressure stratospheric balloon flight in the frame of the HEMERA-2 mission, obtained by measurements performed with a small portable device, (MDU)-1 Liulin. We derived the altitude profile of the atmospheric radiation in the Arctic region, namely in between Esrange Kiruna, Sweden and Rovaniemi, Finland. The preliminary analysis shows a good agreement between the measurements and Oulu models for atmospheric ionization and exposure to radiation.","PeriodicalId":375543,"journal":{"name":"Proceedings of 27th European Cosmic Ray Symposium — PoS(ECRS)","volume":"138 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124342102","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Cosmic ray modulation error for 2D SDE SOLARPROP model","authors":"V. Mykhailenko, P. Bobik","doi":"10.22323/1.423.0042","DOIUrl":"https://doi.org/10.22323/1.423.0042","url":null,"abstract":"","PeriodicalId":375543,"journal":{"name":"Proceedings of 27th European Cosmic Ray Symposium — PoS(ECRS)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125974965","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Cosmic-ray measurements by reconstructing longitudinal shower profiles for the Cherenkov Telescope Array","authors":"A. Delgado, M. Vecchi, V. de Souza","doi":"10.22323/1.423.0073","DOIUrl":"https://doi.org/10.22323/1.423.0073","url":null,"abstract":"","PeriodicalId":375543,"journal":{"name":"Proceedings of 27th European Cosmic Ray Symposium — PoS(ECRS)","volume":"76 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127244725","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Gamma-Ray Burst neutrino searches with ANTARES and KM3NeT neutrino telescopes","authors":"A. Zegarelli","doi":"10.22323/1.423.0097","DOIUrl":"https://doi.org/10.22323/1.423.0097","url":null,"abstract":"","PeriodicalId":375543,"journal":{"name":"Proceedings of 27th European Cosmic Ray Symposium — PoS(ECRS)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126550900","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
L. Pyras, I. Plaisier, J. Aguilar, P. Allison, D. Besson, A. Bishop, O. Botner, S. Bouma, S. Buitink, M. Cataldo, B. Clark, K. Couberly, Z. Curtis-Ginsberg, P. Dasgupta, S. de Kockere, K. de Vries, C. Deaconu, M. DuVernois, A. Eimer, C. Glaser, A. Hallgren, S. Hallmann, J. Hanson, B. Hendricks, J. Henrichs, N. Heyer, C. Hornhuber, K. Hughes, T. Karg, A. Karle, J. Kelley, M. Korntheuer, M. Kowalski, I. Kravchenko, R. Krebs, R. Lahmann, U. Latif, J. Mammo, M. Marsee, Z. Meyers, K. Michaels, K. Mulrey, M. Muzio, A. Nelles, A. Novikov, A. Nozdrina, E. Oberla, B. Oeyen, N. Punsuebsay, D. Ryckbosch, O. Scholten, D. Seckel, M. Seikh, Daniel Smith, J. Stoffels, D. Southall, K. Terveer, S. Toscano, D. Tosi, D. J. Van Den Broeck, N. van Eijndhoven, A. Vieregg, J. Vischer, C. Welling, Dawn R. Williams, S. Wissel, R. Young, A. Zink
{"title":"The Radio Neutrino Observatory Greenland: Status Update and Prospect for Air Showers","authors":"L. Pyras, I. Plaisier, J. Aguilar, P. Allison, D. Besson, A. Bishop, O. Botner, S. Bouma, S. Buitink, M. Cataldo, B. Clark, K. Couberly, Z. Curtis-Ginsberg, P. Dasgupta, S. de Kockere, K. de Vries, C. Deaconu, M. DuVernois, A. Eimer, C. Glaser, A. Hallgren, S. Hallmann, J. Hanson, B. Hendricks, J. Henrichs, N. Heyer, C. Hornhuber, K. Hughes, T. Karg, A. Karle, J. Kelley, M. Korntheuer, M. Kowalski, I. Kravchenko, R. Krebs, R. Lahmann, U. Latif, J. Mammo, M. Marsee, Z. Meyers, K. Michaels, K. Mulrey, M. Muzio, A. Nelles, A. Novikov, A. Nozdrina, E. Oberla, B. Oeyen, N. Punsuebsay, D. Ryckbosch, O. Scholten, D. Seckel, M. Seikh, Daniel Smith, J. Stoffels, D. Southall, K. Terveer, S. Toscano, D. Tosi, D. J. Van Den Broeck, N. van Eijndhoven, A. Vieregg, J. Vischer, C. Welling, Dawn R. Williams, S. Wissel, R. Young, A. Zink","doi":"10.22323/1.423.0088","DOIUrl":"https://doi.org/10.22323/1.423.0088","url":null,"abstract":"","PeriodicalId":375543,"journal":{"name":"Proceedings of 27th European Cosmic Ray Symposium — PoS(ECRS)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133737278","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Anti-nuclei predictions from antiproton-motivated models","authors":"P. De la Torre Luque, Martin Winkler, T. Linden","doi":"10.22323/1.423.0119","DOIUrl":"https://doi.org/10.22323/1.423.0119","url":null,"abstract":"","PeriodicalId":375543,"journal":{"name":"Proceedings of 27th European Cosmic Ray Symposium — PoS(ECRS)","volume":"101 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116682934","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Anisotropic diffusion cannot explain TeV halos","authors":"P. De la Torre Luque, O. Fornieri, T. Linden","doi":"10.22323/1.423.0109","DOIUrl":"https://doi.org/10.22323/1.423.0109","url":null,"abstract":"","PeriodicalId":375543,"journal":{"name":"Proceedings of 27th European Cosmic Ray Symposium — PoS(ECRS)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125465631","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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