4 papers
KAConvNet: Kolmogorov-Arnold Convolutional Networks for Vision Recognition
Zhaoxiang Liu, Zhicheng Ma, Kaikai Zhao +2
The Convolutional Neural Networks (CNNs) have been the dominant and effective approach for general computer vision tasks. Recently, Kolmogorov-Arnold neural networks (KANs), based…
Seyfert Galaxies as Neutrino Sources: An OutflowCloud Interaction Perspective
Zhi-Peng Ma, Kai Wang, Yuan-Yuan Zuo +1
Following the identification of the first confirmed individual neutrino source, Seyfert galaxies have emerged as the most prominent class of high-energy neutrino emitters. In this…
Can Quasi-periodic Eruptions Produce Detectable High Energy Neutrinos?
Zhi-peng Ma, Kai Wang
Quasi-periodic eruptions (QPEs) are a class of X-ray flaring phenomena that occur at the centers of galactic nuclei and are likely to arise from repeated interactions between a sta…
Electromagnetic Flares Associated with Gravitational Waves from Binary Black Hole Mergers in AGN Accretion Disks
Zhi-Peng Ma, Kai Wang, Qingwen Wu +1
The gravitational wave (GW) event GW190521, likely originating from a binary black hole (BBH) merger within an active galactic nucleus (AGN) disk, is associated with the optical fl…