42 citations · 133 across the 11 of their papers we have counts for
4 papers · 1 filter
Machine learning classification of CHIME fast radio bursts -- I. Supervised methods
Jia-Wei Luo, Jia-Ming Zhu-Ge, Bing Zhang
Observationally, the mysterious fast radio bursts (FRBs) are classified as repeating ones and apparently non-repeating ones. While repeating FRBs cannot be classified into the non-…
Identifying the physical origin of gamma-ray bursts with supervised machine learning
Jia-Wei Luo, Fei-Fei Wang, Jia-Ming Zhu-Ge +3
The empirical classification of gamma-ray bursts (GRBs) into long and short GRBs based on their durations is already firmly established. This empirical classification is generally…
Machine learning classification of CHIME fast radio bursts: II. Unsupervised Methods
Jia-Ming Zhu-Ge, Jia-Wei Luo, Bing Zhang
Fast radio bursts (FRBs) are one of the most mysterious astronomical transients. Observationally, they can be classified into repeaters and apparently non-repeaters. However, due t…
A global test of jet structure and delay time distribution of short-duration gamma-ray bursts
Jia-wei Luo, Ye Li, Shunke Ai +2
The multi-messenger joint observations of GW170817 and GRB170817A shed new light on the study of short-duration gamma-ray bursts (SGRBs). Not only did it substantiate the assumptio…