2 papers
hep-ex2026
Identification and Denoising of Radio Signals from Cosmic-Ray Air Showers using Convolutional Neural Networks
R. Abbasi, M. Ackermann, J. Adams +426
Radio pulses generated by cosmic-ray air showers can be used to reconstruct key properties like the energy and depth of the electromagnetic component of cosmic-ray air showers. Rad…
astro-ph.IM2025
Application of Machine Learning to Identify Radio Pulses of Air Showers at the South Pole (ARENA 2024)
Frank G. Schroeder, Abdul Rehman
Machine learning is a useful tool for identifying radio pulses from cosmic-ray air showers and for cleaning such pulses from radio background. This can lower the detection threshol…