Andrew M. Hopkins

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 7

Top Topics

Influence Maximization

Supervised Machine Learning

Data Processing

Object Detection And Segmentation

Top Venues

Astron. Comput.

Astroinformatics

Publications

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 (2024)
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 (2024)
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 (2023)
Simone Riggi, Daniel Magro, Renato Sortino, A. De Marco, Cristobal Bordiu, Thomas Cecconello, Andrew M. Hopkins, J. Marvil, Grazia Umana, Eva Sciacca, Fabio Vitello, Filomena Bufano, A. Ingallinera, G. Fiameni, Concetto Spampinato, Kristian Zarb Adami
Astronomical source detection in radio continuum maps with deep neural networks. Astron. Comput. 42 (2023)
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 (2023)
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)
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 (2015)