Daniel Magro
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View article: RADiff: Controllable Diffusion Models for Radio Astronomical Maps Generation
RADiff: Controllable Diffusion Models for Radio Astronomical Maps Generation Open
Along with the nearing completion of the Square Kilometre Array (SKA), comes an increasing demand for accurate and reliable automated solutions to extract valuable information from the vast amount of data it will allow acquiring. Automated…
View article: Radio astronomical images object detection and segmentation: A benchmark on deep learning methods
Radio astronomical images object detection and segmentation: A benchmark on deep learning methods Open
In recent years, deep learning has been successfully applied in various scientific domains. Following these promising results and performances, it has recently also started being evaluated in the domain of radio astronomy. In particular, s…
View article: Radio source analysis services for the SKA and precursors
Radio source analysis services for the SKA and precursors Open
New developments in data processing and visualization are being made in preparation for upcoming radioastronomical surveys planned with the Square Kilometre Array (SKA) and its precursors. A major goal is enabling extraction of science inf…
View article: Astronomical source finding services for the CIRASA visual analytic platform
Astronomical source finding services for the CIRASA visual analytic platform Open
Innovative developments in data processing, archiving, analysis, and visualization are nowadays unavoidable to deal with the data deluge expected in next-generation facilities for radio astronomy, such as the Square Kilometre Array (SKA) a…
View article: Astronomical source finding services for the CIRASA visual analytic platform
Astronomical source finding services for the CIRASA visual analytic platform Open
Innovative developments in data processing, archiving, analysis, and visualization are nowadays unavoidable to deal with the data deluge expected in next-generation facilities for radio astronomy, such as the Square Kilometre Array (SKA) a…
View article: A comparative study of convolutional neural networks for the detection of strong gravitational lensing
A comparative study of convolutional neural networks for the detection of strong gravitational lensing Open
As we enter the era of large-scale imaging surveys with the upcoming telescopes such as the Large Synoptic Survey Telescope (LSST) and the Square Kilometre Array (SKA), it is envisaged that the number of known strong gravitational lensing …