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Deep Learning Based Event Reconstruction for the IceCube-Gen2 Radio Detector2023 International Cosmic Ray Conference (ICRC) conference-paper Physics and Astronomy Astrophysics and Cosmic Phenomena Open access
Christian Gläser, Nils Heyer, T. Glüsenkamp, M. Ackermann, Jenni Adams, Sanjib Kumar Agarwalla, +93 more
1citations -
Conditional normalizing flows for IceCube event reconstruction2023 International Cosmic Ray Conference (ICRC) conference-paper Physics and Astronomy Neutrino Physics Research Open access
T. Glüsenkamp, M. Ackermann, Jenni Adams, Sanjib Kumar Agarwalla, Juanan Aguilar, M. Ahlers, +93 more
3citations -
Event-by-event reconstruction of the shower maximum $X_{\mathrm{max}}$ with the Surface Detector of the Pierre Auger Observatory using deep learning2021 International Cosmic Ray Conference (ICRC) conference-paper Physics and Astronomy Astrophysics and Cosmic Phenomena Open access
Jonas Glombitza, P. Abreu, M. Aglietta, Justin M. Albury, I. Allekotte, Alejandro Almela, +90 more
3citations -
Improved modeling of in-ice particle showers for IceCube event reconstruction2024 Journal of Instrumentation article Physics and Astronomy Astrophysics and Cosmic Phenomena Open access
M. Ackermann, J. Adams, Sanjib Kumar Agarwalla, J. A. Aguilar, M. Ahlers, Jean-Marco Alameddine, +92 more
9citations -
2D Convolutional Neural Network for Event Reconstruction in IceCube DeepCore2023 International Cosmic Ray Conference (ICRC) conference-paper Physics and Astronomy Neutrino Physics Research Open access
J. Peterson, Maria Prado Rodriguez, K. Hanson, M. Ackermann, Jenni Adams, Sanjib Kumar Agarwalla, +93 more
3citations -
Combining Maximum-Likelihood with Deep Learning for Event Reconstruction in IceCube2021 International Cosmic Ray Conference (ICRC) conference-paper Physics and Astronomy Neutrino Physics Research Open access
Mirco Huennefeld, M. Ackermann, Jenni Adams, Juanan Aguilar, M. Ahlers, Maryon Ahrens, +93 more
18citations -
Experience in SYCL/oneAPI for event reconstruction at the CMS experiment2026 Journal of Physics Conference Series conference-paper Physics and Astronomy Particle Detector Development and Performance Open access
Nikolaos Andriotis, Andrea Bocci, Laura Cappelli, Tony Di Pilato, Luca Ferragina, Juan Jose Olivera Loyola, +3 more
0citations -
Approximating new ice models with B-splines for improved IceCube event reconstruction: application to cascades and tracks2023 International Cosmic Ray Conference (ICRC) conference-paper Physics and Astronomy Astrophysics and Cosmic Phenomena Open access
Tianlu Yuan, M. Ackermann, Jenni Adams, Sanjib Kumar Agarwalla, Juanan Aguilar, M. Ahlers, +93 more
1citations -
Methods and stability tests associated with the sterile neutrino search using improved high-energy ν μ event reconstruction in IceCube2024 Physical review. D/Physical review. D. article Physics and Astronomy Astrophysics and Cosmic Phenomena Open access
R. Abbasi, M. Ackermann, J. Adams, Sanjib Kumar Agarwalla, J. A. Aguilar, M. Ahlers, +91 more
8citations -
Event-by-event reconstruction of the shower maximum $X_{\mathrm{max}}$ with the Surface Detector of the Pierre Auger Observatory using deep learning2022 Pos proceedings of science article Physics and Astronomy Astrophysics and Cosmic Phenomena Open access
Jonas Glombitza, Pierre Auger Collaboration, M. Aglietta, Justin M. Albury, I. Allekotte, Alejandro Almela, +91 more
0citations -
Search for an eV-Scale Sterile Neutrino Using Improved High-Energy νμ Event Reconstruction in IceCube2024 Physical Review Letters article Physics and Astronomy Astrophysics and Cosmic Phenomena Open access
R. Abbasi, M. Ackermann, J. Adams, Sanjib Kumar Agarwalla, J. A. Aguilar, M. Ahlers, +90 more
16citations -
Experience in SYCL/oneAPI for event reconstruction at the CMS experiment2026 RWTH Publications (RWTH Aachen) conference-paper Physics and Astronomy Particle Detector Development and Performance Open access
Nikolaos Andriotis, Andrea Bocci, Laura Cappelli, Tony Di Pilato, Luca Ferragina, Juan Jose Olivera Loyola, +3 more
0citations -
Reconstruction of Events Recorded with the Surface Detector of the Pierre Auger Observatory2020 Repository KITopen (Karlsruhe Institute of Technology) article Physics and Astronomy Astrophysics and Cosmic Phenomena Open access
T K ND TPC collaboration, A. Aab, P. Abreu, M. Aglietta, J M Albury, I. Allekotte, +94 more
47citations -
Reconstruction of Neutrino Events in IceCube using Graph Neural Networks2021 Proceedings of 37th International Cosmic Ray Conference — PoS(ICRC2021) conference-paper Physics and Astronomy Astrophysics and Cosmic Phenomena Open access
Martin Ha Minh, M. Ackermann, Jenni Adams, Juanan Aguilar, M. Ahlers, Maryon Ahrens, +93 more
4citations -
Towards a more robust reconstruction method for IceCube's real-time program2023 International Cosmic Ray Conference (ICRC) conference-paper Physics and Astronomy Astrophysics and Cosmic Phenomena Open access
Giacomo Sommani, Cristina Lagunas Gualda, Hans Niederhausen, M. Ackermann, Jenni Adams, Sanjib Kumar Agarwalla, +93 more
7citations