Classification of pulsars with Dirichlet process Gaussian mixture model

Young isolated neutron stars (INS) most commonly manifest themselves as rotationally powered pulsars (RPPs) which involve conventional radio pulsars as well as gamma-ray pulsars (GRPs) and rotating radio transients (RRATs). Some other young INS families manifest themselves as anomalous X-ray pulsars...

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Veröffentlicht in:	arXiv.org 2020-01
Hauptverfasser:	F Ay, G İnce, M. E. Kamaşak, Ekşi, K Y
Format:	Artikel
Sprache:	eng
Schlagworte:	Accretion disks Algorithms Binary systems Companion stars Computer Science - Learning Deposition Dirichlet problem Field strength Gamma rays Gaussian process Machine learning Magnetars Magnetic dipoles Millisecond pulsars Neutron stars Neutrons Physics - High Energy Astrophysical Phenomena Probabilistic models Pulsars Repeaters Stars Statistics - Machine Learning Thermal energy
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