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2020 – today
- 2024
[i4]Simone Riggi, Grazia Umana, C. Trigilio, Cristobal Bordiu
, Filomena Bufano, Adriano Ingallinera, F. Cavallaro, Yjan Gordon, Ray P. Norris, G. Gürkan, P. Leto, C. Buemi, S. Loru, Andrew M. Hopkins, Miroslav D. Filipovic, Thomas Cecconello:
Classification of compact radio sources in the Galactic plane with supervised machine learning. CoRR abs/2402.15232 (2024)- [i3]Nikhel Gupta, Ray P. Norris, Zeeshan Hayder, Minh Huynh, Lars Petersson, X. Rosalind Wang, Andrew M. Hopkins, Heinz Andernach, Yjan Gordon, Simone Riggi, Miranda Yew, Evan J. Crawford, Bärbel S. Koribalski, Miroslav D. Filipovic, Anna D. Kapinska, Stanislav Shabala, Tessa Vernstrom, Joshua R. Marvil:
RG-CAT: Detection Pipeline and Catalogue of Radio Galaxies in the EMU Pilot Survey. CoRR abs/2403.14235 (2024) - 2023
- [j2]Simone Riggi, Daniel Magro, Renato Sortino, A. De Marco, Cristobal Bordiu, Thomas Cecconello, Andrew M. Hopkins, Joshua R. Marvil, Grazia Umana, Eva Sciacca, Fabio Vitello, Filomena Bufano, Adriano Ingallinera, G. Fiameni, Concetto Spampinato, Kristian Zarb Adami:
Astronomical source detection in radio continuum maps with deep neural networks. Astron. Comput. 42: 100682 (2023) - [i2]Renato Sortino, Daniel Magro, Giuseppe Fiameni, Eva Sciacca, Simone Riggi, Andrea DeMarco, Concetto Spampinato, Andrew M. Hopkins, Filomena Bufano, Francesco Schillirò, Cristobal Bordiu, Carmelo Pino:
Radio astronomical images object detection and segmentation: A benchmark on deep learning methods. CoRR abs/2303.04506 (2023) - [i1]Renato Sortino, Thomas Cecconello, Andrea DeMarco, Giuseppe Fiameni, Andrea Pilzer, Andrew M. Hopkins, Daniel Magro, Simone Riggi, Eva Sciacca, Adriano Ingallinera, Cristobal Bordiu, Filomena Bufano, Concetto Spampinato:
RADiff: Controllable Diffusion Models for Radio Astronomical Maps Generation. CoRR abs/2307.02392 (2023)
2010 – 2019
- 2016
- [c1]Andrew W. Green, Elizabeth Mannering, Lloyd Harischandra, Minh Vuong, Simon O'toole, Katrina Sealey, Andrew M. Hopkins:
What will the future of cloud-based astronomical data processing look like? Astroinformatics 2016: 27-31 - 2015
- [j1]Iraklis S. Konstantopoulos, Andrew W. Green, Caroline Foster, Nicholas Scott, James T. Allen, Lisa M. R. Fogarty, Nuria P. F. Lorente, Sarah M. Sweet, Andrew M. Hopkins, Joss Bland-Hawthorn, Julia J. Bryant, Scott M. Croom, Michael Goodwin, Jon S. Lawrence, Matt S. Owers, Samuel N. Richards:
The SAMI Galaxy Survey: A prototype data archive for Big Science exploration. Astron. Comput. 13: 58-66 (2015)
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