2 papers
astro-ph.HE2026
Estimating the peak energy of Swift gamma-ray bursts using supervised machine learning
Wan-Peng Sun, Si-Yuan Zhu, Da-Ling Ma +1
Gamma-ray bursts (GRBs) are among the most energetic explosive phenomena in the Universe, and their peak energy () is a key physical quantity for understanding the promp…
astro-ph.HE2024
Classification of Fermi Gamma-Ray Bursts Based on Machine Learning
Si-Yuan Zhu, Wan-Peng Sun, Da-Ling Ma +1
Gamma-ray bursts (GRBs) are typically classified into long and short GRBs based on their durations. However, there is a significant overlapping in the duration distributions of the…