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astro-ph.HE2025
Advancing Identification method of Gamma-Ray Bursts with Data and Feature Enhancement
Peng Zhang, Bing Li, Ren-Zhou Gui +12
Gamma-ray bursts (GRBs) are challenging to identify due to their transient nature, complex temporal profiles, and limited observational datasets. We address this with a one-dimensi…
astro-ph.HE2024
Advancing Gamma-Ray Burst Identification through Transfer Learning with Convolutional Neural Networks
Peng Zhang, Bing Li, Ren-zhou Gui +9
The Rapid and accurate identification of Gamma-Ray Bursts (GRBs) is crucial for unraveling their origins. However, current burst search algorithms frequently miss low-threshold sig…