201 citations · 709 across the 27 of their papers we have counts for
22 papers · 1 filter
High performance visualization for Astronomy and Cosmology: the VisIVO's pathway toward Exascale systems
Eva Sciacca, Nicola Tuccari, Fabio Vitello +1
Petabyte-scale data volumes are generated by observations and simulations in modern astronomy and astrophysics. Storage, access, and data analysis are significantly hampered by suc…
From Local to Remote: VisIVO Visual Analytics in the Era of the Square Kilometre Array
Giuseppe Tudisco, Fabio Vitello, Eva Sciacca +1
The field of astrophysics is continuously advancing, with an ever-growing influx of data requiring robust and efficient analysis tools. As the Square Kilometre Array (SKA) radio te…
Self-supervised learning for radio-astronomy source classification: a benchmark
Thomas Cecconello, Simone Riggi, Ugo Becciani +5
The upcoming Square Kilometer Array (SKA) telescope marks a significant step forward in radio astronomy, presenting new opportunities and challenges for data analysis. Traditional…
Detection and classification of radio sources with deep learning
S. Riggi, T. Cecconello, U. Becciani +1
In this paper we present three different applications, based on deep learning methodologies, that we are developing to support the scientific analysis conducted within the ASKAP-EM…
Self-supervised contrastive learning of radio data for source detection, classification and peculiar object discovery
S. Riggi, T. Cecconello, S. Palazzo +14
New advancements in radio data post-processing are underway within the SKA precursor community, aiming to facilitate the extraction of scientific results from survey images through…
Radio source analysis services for the SKA and precursors
Simone Riggi, Cristobal Bordiu, Daniel Magro +8
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 pre…
Astronomical source detection in radio continuum maps with deep neural networks
S. Riggi, D. Magro, R. Sortino +13
Source finding is one of the most challenging tasks in upcoming radio continuum surveys with SKA precursors, such as the Evolutionary Map of the Universe (EMU) survey of the Austra…
A distributed computing infrastructure for LOFAR Italian community
Giuliano Taffoni, Ugo Becciani, Annalisa Bonafede +6
The LOw-Frequency ARray is a low-frequency radio interferometer composed by observational stations spread across Europe and it is the largest precursor of SKA in terms of effective…
Astronomical source finding services for the CIRASA visual analytic platform
S. Riggi, C. Bordiu, F. Vitello +11
Innovative developments in data processing, archiving, analysis, and visualization are nowadays unavoidable to deal with the data deluge expected in next-generation facilities for…
LOgging UnifieD for ASTRI Mini Array
Federico Incardona, Alessandro Costa, Kevin Munari +9
The ASTRI (Astrofisica con Specchi a Tecnologia Replicante Italiana) Mini-Array (MA) project is an international collaboration led by the Italian National Institute for Astrophysic…
Novel EOSC Services for Space Challenges: The NEANIAS First Outcomes
Eva Sciacca, Mel Krokos, Ugo Becciani +13
The European Open Science Cloud (EOSC) initiative faces the challenge of developing an agile, fit-for-purpose, and sustainable service-oriented platform that can address the evolvi…
iDaVIE-v: immersive Data Visualisation Interactive Explorer for volumetric rendering
Lucia Marchetti, Thomas H. Jarrett, Angus Comrie +4
We present the beta release of iDaVIE-v, a new Virtual Reality software for data cube exploration. The beta release of iDaVIE-v (immersive Data Visualisation Interactive Explorer f…
Exploring and Interrogating Astrophysical Data in Virtual Reality
T. H. Jarrett, A. Comrie, L. Marchetti +9
Scientists across all disciplines increasingly rely on machine learning algorithms to analyse and sort datasets of ever increasing volume and complexity. Although trends and outlie…
Toward porting Astrophysics Visual Analytics Services to the European Open Science Cloud
Eva Sciacca, Fabio Vitello, Ugo Becciani +6
The European Open Science Cloud (EOSC) aims to create a federated environment for hosting and processing research data to support science in all disciplines without geographical bo…
CHIPP: INAF pilot project for HTC, HPC and HPDA
Giuliano Taffoni, Ugo Becciani, Bianca Garilli +5
CHIPP (Computing HTC in INAF Pilot Project) is an Italian project funded by the Italian Institute for Astrophysics (INAF) and promoted by the ICT office of INAF. The main purpose o…
CAESAR source finder: recent developments and testing
S. Riggi, F. Vitello, U. Becciani +13
A new era in radioastronomy will begin with the upcoming large-scale surveys planned at the Australian Square Kilometre Array Pathfinder (ASKAP). ASKAP started its Early Science pr…
First detection of the Crab Nebula at TeV energies with a Cherenkov telescope in a dual-mirror Schwarzschild-Couder configuration: the ASTRI-Horn telescope
S. Lombardi, O. Catalano, S. Scuderi +89
We report on the first detection of very high-energy (VHE) gamma-ray emission from the Crab Nebula by a Cherenkov telescope in dual-mirror Schwarzschild-Couder (SC) configuration.…
Vialactea Visual Analytics tool for Star Formation studies of the Galactic Plane
F. Vitello, E. Sciacca, U. Becciani +14
We present a visual analytics tool, based on the VisIVO suite, to exploit a combination of all new-generation surveys of the Galactic Plane to study the star formation process of t…
VIALACTEA knowledge base homogenizing access to Milky Way data
Marco Molinaro, Robert Butora, Marilena Bandieramonte +16
The VIALACTEA project has a work package dedicated to Tools and Infrastructure and, inside it, a task for the Database and Virtual Observatory Infrastructure. This task aims at pro…
An Innovative Workspace for The Cherenkov Telescope Array
Alessandro Costa, Eva Sciacca, Ugo Becciani +4
The Cherenkov Telescope Array (CTA) is an initiative to build the next generation, ground-based gamma-ray observatories. We present a prototype workspace developed at INAF that aim…
Advanced Environment for Knowledge Discovery in the VIALACTEA Project
Ugo Becciani, Marilena Bandieramonte, Massimo Brescia +16
The VIALACTEA project aims at building a predictive model of star formation in our galaxy. We present the innovative integrated framework and the main technologies and methodologie…
VisIVOWeb: A WWW Environment for Large-Scale Astrophysical Visualization
A. Costa, U. Becciani, P. Massimino +5
This article presents a newly developed Web portal called VisIVOWeb that aims to provide the astrophysical community with powerful visualization tools for large-scale data sets in…