Toward porting Astrophysics Visual Analytics Services to the European Open Science Cloud

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 boundaries, such that data, software, methods and publications can be shared as part of an Open Science community of pract...

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Bibliographic Details
Published in:arXiv.org 2020-07
Main Authors: Sciacca, Eva, Vitello, Fabio, Becciani, Ugo, Bordiu, Cristobal, Bufano, Filomena, Calanducci, Antonio, Costa, Alessandro, Raciti, Mario, Riggi, Simone
Format: Article
Language:English
Subjects:
Astrophysics
Data processing
Life cycle engineering
Machine learning
Online Access:Get full text
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Summary: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 boundaries, such that data, software, methods and publications can be shared as part of an Open Science community of practice. This work presents the ongoing activities related to the implementation of visual analytics services, integrated into EOSC, towards addressing the diverse astrophysics user communities needs. These services rely on visualisation to manage the data life cycle process under FAIR principles, integrating data processing for imaging and multidimensional map creation and mosaicing, and applying machine learning techniques for detection of structures in large scale multidimensional maps.
ISSN:2331-8422
DOI:10.48550/arxiv.2007.06222