Radio U-Net: a convolutional neural network to detect diffuse radio sources in galaxy clusters and beyond

C Stuardi, C Gheller, F Vazza… - Monthly Notices of the …, 2024 - academic.oup.com
The forthcoming generation of radio telescope arrays promises significant advancements in
sensitivity and resolution, enabling the identification and characterization of many new faint …

Identification of 4876 Bent-tail Radio Galaxies in the FIRST Survey Using Deep Learning Combined with Visual Inspection

B Lao, H Andernach, X Yang, X Zhang… - The Astrophysical …, 2025 - iopscience.iop.org
Bent-tail radio galaxies (BTRGs) are characterized by bent radio lobes. This unique shape is
mainly caused by the movement of the galaxy within a cluster, during which the radio jets …