Classification of Fanaroff-Riley Radio Galaxies using Conventional Machine Learning Techniques
Large scale radio astronomy projects such as the Square Kilometre Array (SKA) is expected to produce extremely large data sets (300 PB p/a), which makes purely manual classification no longer a viable option. An automatic method of radio galaxy classification is proposed in this paper that will examine the performance of conventional classification ...
Burger Becker, Trienko Grobler
openalex +2 more sources
The role of Fanaroff-Riley II radio galaxies in the acceleration of the most energetic cosmic rays
Possible sources of ultra-high energy cosmic rays are the hot-spots of Fanaroff-Riley II radio galaxies. In fact, these regions meet the requirements of size, magnetic field intensity and presence of strong shocks for accelerating particles up to energies that exceed 10 21 eV . On the other hand, the interaction with the photons of the Cosmic
S. Massaglia
openalex +3 more sources
Related searches:
Ultrahigh-energy cosmic rays from Fanaroff Riley class II radio galaxies
AIP Conference Proceedings, 1992The hot spots of Fanaroff Riley class II radio galaxies are argued to be the sources of the ultrahigh energy component in cosmic rays. We present calculations of cosmic ray transport in an evolving universe, taking the losses against the microwave background properly into account.
Jörg Rachen, Peter L. Biermann
openaire +1 more source
Dust in BL Lac objects and Fanaroff-Riley radio galaxies: infrared region
Astrophysics and Space Science, 2015Here 28 BL Lac objects, 18 FR I type radio galaxies, 4 FR I/II type radio galaxies and 10 FR II type radio galaxies are studied from FIR (far infrared) to optical region (180 μm to 0.44 μm) to understand the nature of infrared emission from these objects and the physical properties of dust in the emitting region.
openaire +1 more source
A physically-motivated perspective of Fanaroff–Riley classification of radio galaxies
Journal of Astrophysics and Astronomy, 2023null Gopal-Krishna +3 more
openaire +1 more source
The nature of compact radio sources: the case of FR 0 radio galaxies
Astronomy and Astrophysics Review, 2023Ranieri D. Baldi
exaly
Connections between jet physics and the properties of radio-loud and radio-quiet galaxies
New Astronomy Reviews, 2002Geoffrey V Bicknell
exaly
Distant radio galaxies and their environments
Astronomy and Astrophysics Review, 2008Carlos De Breuck
exaly
Hot and cold gas accretion and feedback in radio-loud active galaxies
Monthly Notices of the Royal Astronomical Society, 2007exaly
Systematic properties of decelerating relativistic jets in low-luminosity radio galaxies
Monthly Notices of the Royal Astronomical Society, 2014exaly

