15 citations · 29 across the 5 of their papers we have counts for
5 papers
Modeling Gamma-Ray Burst Spectra with Convolutional Neural Networks: Fast-Cooling Synchrotron Emission in a Decaying Magnetic Field
Jia-Ming Chen, Ke-Rui Zhu, Shan Chang +3
The radiation mechanism of gamma-ray burst (GRB) prompt emission remains uncertain. Although the fast-cooling synchrotron model in a decaying magnetic field can account for the cha…
Classification and physical characteristics analysis of Fermi-GBM Gamma-ray bursts based on Deep-learning
Jia-Ming Chen, Ke-Rui Zhu, Zhao-Yang Peng +1
The classification of Gamma-Ray Bursts has long been an unresolved problem. Early long and short burst classification based on duration is not convincing due to the significant ove…
The Statistic Analysis of GeV Spectral Breaks in Bright Gamma-Ray FSRQs
K. R. Zhu, J. M. Chen, L. Zhang
We present the statistic results of GeV spectral breaks of bright gamma-ray flat-spectrum radio quasars (FSRQs) in the energy range of 0.1-10 GeV based on New Pass 8 date of the La…
Classifications of Fermi-LAT unassociated sources in multiple machine learning methods
K. R. Zhu, J. M. Chen, Y. G. Zheng +1
The classifications of Fermi-LAT unassociated sources are studied using multiple machine learning (ML) methods. The update data from 4FGL-DR3 are divided into high Galactic latitud…
Expected Signature For the Lorentz Invariance Violation Effects on Absorption
Y. G. Zheng, S. J. Kang, K. R. Zhu +2
There are still some {significant and} unanswered questions about the {incredible} {very high energy (VHE)} -ray signatures. To help understand the mechanism, focusing on the li…