Education Research

Adrita Khan — Publications

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
BibTeX
@inproceedings{hossain2025rgcbent,
  title     = {{RGC-BENT}: A Novel Dataset for Bent Radio Galaxy Classification},
  author    = {Hossain, Mir Sazzat and Asad, Khan Muhammad Bin and
               Saikia, Payaswini and Khan, Adrita and Iftee, Md Akil Raihan and
               Rajib, Rakibul Hasan and Momen, Arshad and Amin, Md Ashraful and
               Ali, Amin Ahsan and Rahman, AKM Mahbubur},
  booktitle = {2025 IEEE International Conference on Image Processing (ICIP)},
  year      = {2025},
  month     = sep,
  address   = {Anchorage, AK, USA},
  publisher = {IEEE},
  doi       = {10.1109/ICIP55913.2025.11084387}
}
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
BibTeX
@misc{hossain2025rgc,
  title         = {{RGC}: a radio {AGN} classifier based on deep learning.
                   {I}. {A} semi-supervised model for the {VLA}
                   images of bent radio {AGN}s},
  author        = {Hossain, M. S. and Shahal, M. S. H. and Khan, A. and
                   Asad, K. M. B. and Saikia, P. and Akter, F. and
                   Ali, A. A. and Amin, M. A. and Momen, A. and
                   Hasan, M. and Rahman, A. K. M. M.},
  year          = {2025},
  eprint        = {2510.22190},
  archivePrefix = {arXiv},
  primaryClass  = {astro-ph.GA},
  note          = {Submitted to Astronomy \& Astrophysics}
}
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
BibTeX
@misc{islam2025epcn,
  title         = {{E-PCN}: Jet Tagging with Explainable Particle
                   Chebyshev Networks Using Kinematic Features},
  author        = {Islam, Md Raqibul and Khan, Adrita and
                   Hossain, Mir Sazzat and Siddiqui, Choudhury Ben Yamin and
                   Hossan, Md. Zakir and Khan, Tanjib and
                   Momen, M. Arshad and Ali, Amin Ahsan and
                   Rahman, AKM Mahbubur},
  year          = {2025},
  eprint        = {2512.07420},
  archivePrefix = {arXiv},
  primaryClass  = {hep-ph},
  note          = {Submitted to Journal of High Energy Physics}
}