Cosmic Ray

Cosmic rays, high-energy particles bombarding Earth, are studied to understand their origins and properties. Current research focuses on leveraging machine learning, particularly convolutional neural networks and ensemble models, to analyze vast datasets from detectors like IceCube and TAIGA, improving event classification and parameter estimation (e.g., energy, mass composition). These advancements are crucial for unraveling the mysteries of cosmic ray sources and propagation, contributing to our understanding of astrophysical processes and potentially enabling more efficient space weather forecasting.