Prospects for Deep-Learning-Based Mass Reconstruction of Ultra-High-Energy Cosmic Rays using Simulated Air-Shower Profiles
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Zhuoyi, Mayotte, Eric, Mayotte, Sonja, Woo, Nathan, Burton-Heibges, Julia, Martin, Nicolas San, Smith, Cailyn |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Measurement and Interpretation of UHECR Mass Composition at the Pierre Auger Observatory
by: Mayotte, Eric
Published: (2025)
by: Mayotte, Eric
Published: (2025)
Radio Detection of ultra-high-energy Cosmic-Ray Air Showers
by: Schröder, Frank G.
Published: (2025)
by: Schröder, Frank G.
Published: (2025)
The Optical and Mechanical Design of POEMMA Balloon with Radio
by: Mayotte, Eric, et al.
Published: (2025)
by: Mayotte, Eric, et al.
Published: (2025)
Future Collider Measurements for Cosmic Ray Induced Air Shower Modelling
by: Leitgeb, Clara E., et al.
Published: (2025)
by: Leitgeb, Clara E., et al.
Published: (2025)
The Mass of Cosmic Rays of Ultra High Energy
by: Watson, A A
Published: (2025)
by: Watson, A A
Published: (2025)
A Simulation Study on the Cosmic Ray Energy Spectra of Elemental Mass Groups using the Tibet Air Shower and Muon Detector Arrays through the Bayesian Unfolding Method
by: Imaizumi, G., et al.
Published: (2025)
by: Imaizumi, G., et al.
Published: (2025)
Auger@TA: In-situ Cross-Calibration of the World's Largest Cosmic Ray Observatories
by: Mocellin, Adriel G B, et al.
Published: (2025)
by: Mocellin, Adriel G B, et al.
Published: (2025)
Simulation-Based Inference for Direction Reconstruction of Ultra-High-Energy Cosmic Rays with Radio Arrays
by: Macias, Oscar, et al.
Published: (2025)
by: Macias, Oscar, et al.
Published: (2025)
Characterization of Atmosphere-Skimming Cosmic-Ray Showers in High-Altitude Experiments
by: Tueros, Matias, et al.
Published: (2024)
by: Tueros, Matias, et al.
Published: (2024)
Generative Artificial Intelligence for Air Shower Simulation
by: Bozza, C., et al.
Published: (2025)
by: Bozza, C., et al.
Published: (2025)
The Quest for the Origins of Ultra-High-Energy Cosmic Rays
by: Batista, Rafael Alves
Published: (2024)
by: Batista, Rafael Alves
Published: (2024)
The Impact of the Magnetised Cosmic Web on Ultra High Energy Cosmic Ray Propagation
by: Firinu, Allegra, et al.
Published: (2026)
by: Firinu, Allegra, et al.
Published: (2026)
Ultra-High Energy Cosmic Rays from the Galactic Center
by: Zirakashvili, V. N., et al.
Published: (2026)
by: Zirakashvili, V. N., et al.
Published: (2026)
Attenuation Models for Extensive Air Showers Derived from Simulations
by: Ellwanger, Fiona, et al.
Published: (2025)
by: Ellwanger, Fiona, et al.
Published: (2025)
Jupiter Mass Binaries and Cosmic Ray Viscosity
by: Katz, Jonathan I.
Published: (2023)
by: Katz, Jonathan I.
Published: (2023)
Performance of the HAWC Observatory and TeV Gamma-Ray Measurements of the Crab Nebula with Improved Extensive Air Shower Reconstruction Algorithms
by: Albert, A ., et al.
Published: (2024)
by: Albert, A ., et al.
Published: (2024)
The EUSO-SPB2 Fluorescence Telescope for the Detection of Ultra-High Energy Cosmic Rays
by: Adams Jr., James H., et al.
Published: (2024)
by: Adams Jr., James H., et al.
Published: (2024)
Ultra High Energy Cosmic Rays
by: Globus, Noémie, et al.
Published: (2025)
by: Globus, Noémie, et al.
Published: (2025)
Space-based Ultra-High Energy Cosmic-Ray Experiments
by: Krizmanic, John F.
Published: (2025)
by: Krizmanic, John F.
Published: (2025)
Neural Network for Simulating Radio Emission from Extensive Air Showers
by: Sampathkumar, Pranav, et al.
Published: (2025)
by: Sampathkumar, Pranav, et al.
Published: (2025)
Radio Signatures of Cosmic-Ray Particle Showers in Deep In-Ice Antennas
by: Chiche, Simon, et al.
Published: (2026)
by: Chiche, Simon, et al.
Published: (2026)
A Bayesian Method for Air-Shower Reconstruction using Information Field Theory
by: Terveer, Karen, et al.
Published: (2026)
by: Terveer, Karen, et al.
Published: (2026)
Electric-Field Reconstruction for Radio Detection of Inclined Air Showers in Three Polarizations
by: Zhang, Kewen, et al.
Published: (2025)
by: Zhang, Kewen, et al.
Published: (2025)
Radio Emission from Atmosphere-Skimming Cosmic Ray Showers in High-Altitude Balloon-Borne Experiments
by: Tueros, Matías, et al.
Published: (2024)
by: Tueros, Matías, et al.
Published: (2024)
Identification and Denoising of Radio Signals from Cosmic-Ray Air Showers using Convolutional Neural Networks
by: Abbasi, R., et al.
Published: (2025)
by: Abbasi, R., et al.
Published: (2025)
Neutron Production in Simulations of Extensive Air Showers
by: Schimassek, Martin, et al.
Published: (2024)
by: Schimassek, Martin, et al.
Published: (2024)
Generative Neural Network for Simulating Radio Emission from Extensive Air Showers
by: Sampathkumar, Pranav, et al.
Published: (2025)
by: Sampathkumar, Pranav, et al.
Published: (2025)
Development of the Reconstruction Procedure of the Fluorescence detector Array of Single-pixel Telescopes for measuring Ultra-High Energy Cosmic Rays
by: Bradfield, Fraser
Published: (2025)
by: Bradfield, Fraser
Published: (2025)
In-ice Askaryan Emission from Air Showers: Implications for Radio Neutrino Detectors
by: Coleman, Alan, et al.
Published: (2024)
by: Coleman, Alan, et al.
Published: (2024)
Signal Model and Energy Reconstruction for the Radio Detection of Inclined Air Showers in the 50-200 MHz Frequency Band
by: Gülzow, Lukas, et al.
Published: (2025)
by: Gülzow, Lukas, et al.
Published: (2025)
Parallelizing Air Shower Simulation for Background Characterization in IceCube
by: Meagher, Kevin, et al.
Published: (2024)
by: Meagher, Kevin, et al.
Published: (2024)
Modified Characteristics of Hadronic Interactions in Ultra-high-energy Cosmic-ray Showers
by: Ebr, Jan, et al.
Published: (2024)
by: Ebr, Jan, et al.
Published: (2024)
Observe Gamma-Rays and Neutrinos Associated with Ultra-High Energy Cosmic Rays
by: Zhang, Qinyuan, et al.
Published: (2025)
by: Zhang, Qinyuan, et al.
Published: (2025)
Reconstruction of Energy of Ultra-High-Energy Cosmic Rays Registered with a Fluorescence Telescope: One Time Frame Might Be Enough
by: Zotov, Mikhail, et al.
Published: (2025)
by: Zotov, Mikhail, et al.
Published: (2025)
Characterizing IceTop Response to Low-Energy Air Showers
by: Tangjai, Yanee, et al.
Published: (2025)
by: Tangjai, Yanee, et al.
Published: (2025)
Energy Spectrum and Mass Composition of Ultra-High-Energy Cosmic Rays Originating from Relativistic Jets of Nearby Radio Galaxies
by: Seo, Jeongbhin, et al.
Published: (2025)
by: Seo, Jeongbhin, et al.
Published: (2025)
Radio Measurements of the Depth of Air-Shower Maximum at the Pierre Auger Observatory
by: The Pierre Auger Collaboration, et al.
Published: (2023)
by: The Pierre Auger Collaboration, et al.
Published: (2023)
Giant Atmospheric Showers Detected by the Yakutsk Extensive Air Shower Array
by: Glushkov, A. V., et al.
Published: (2025)
by: Glushkov, A. V., et al.
Published: (2025)
Cosmogenic Muon Background Characterization for the Colorado Underground Research Institute (CURIE)
by: Keblbeck, Dakota K., et al.
Published: (2024)
by: Keblbeck, Dakota K., et al.
Published: (2024)
Gauging the Impact of Cosmic Ray Feedback on the Stellar Initial Mass Function
by: Axen, Margot Fitz, et al.
Published: (2026)
by: Axen, Margot Fitz, et al.
Published: (2026)
Similar Items
-
Measurement and Interpretation of UHECR Mass Composition at the Pierre Auger Observatory
by: Mayotte, Eric
Published: (2025) -
Radio Detection of ultra-high-energy Cosmic-Ray Air Showers
by: Schröder, Frank G.
Published: (2025) -
The Optical and Mechanical Design of POEMMA Balloon with Radio
by: Mayotte, Eric, et al.
Published: (2025) -
Future Collider Measurements for Cosmic Ray Induced Air Shower Modelling
by: Leitgeb, Clara E., et al.
Published: (2025) -
The Mass of Cosmic Rays of Ultra High Energy
by: Watson, A A
Published: (2025)