Publications

P1

RGC-BENT: A Novel Dataset for Bent Radio Galaxy Classification

Mir Sazzat Hossain, Khan Muhammad Bin Asad, Payaswini Saikia, Adrita Khan, Md Akil Raihan Iftee, Rakibul Hasan Rajib, Arshad Momen, Md Ashraful Amin, Amin Ahsan Ali, AKM Mahbubur Rahman

2025 IEEE International Conference on Image Processing, IEEE ICIP 2025, Anchorage Alaska, USA

Conference: 14-17 September 2025 Added to IEEE Xplore: 18 August 2025 DOI: 10.1109/ICIP55913.2025.11084387 Publisher: IEEE Location: Anchorage, AK, USA
Radio Astronomy Machine Learning Deep Learning Dataset AGN Classification
IEEE Xplore arXiv PDF GitHub Cite
P2

RGC: a radio AGN classifier based on deep learning. I. A semi-supervised model for the VLA images of bent radio AGNs

M.S. Hossain, M.S.H. Shahal, A. Khan, K.M.B. Asad, P. Saikia, F. Akter, A.A. Ali, M.A. Amin, A. Momen, M. Hasan, A.K.M.M. Rahman

arXiv preprint arXiv:2510.22190 (Submitted to Astronomy & Astrophysics)

Year: 2025 Type: Preprint Status: arXiv
Radio AGN Semi-supervised Learning Deep Learning VLA BYOL E2CNN
arXiv PDF ADS Cite
P3

E-PCN: Jet Tagging with Explainable Particle Chebyshev Networks Using Kinematic Features

Md Raqibul Islam†, Adrita Khan†, Mir Sazzat Hossain, Choudhury Ben Yamin Siddiqui, Md. Zakir Hossan, Tanjib Khan, M. Arshad Momen, Amin Ahsan Ali, AKM Mahbubur Rahman

arXiv preprint arXiv:2512.07420 (Submitted to Journal of High Energy Physics)

Year: 2025 Type: Preprint Status: arXiv
Jet Tagging Explainable AI Particle Physics Graph Neural Networks Chebyshev Networks
arXiv PDF Cite