论文标题
向欧洲开放科学云移植天体物理学视觉分析服务
Toward porting Astrophysics Visual Analytics Services to the European Open Science Cloud
论文作者
论文摘要
欧洲开放科学云(EOSC)旨在创建一个联合环境,用于托管和处理研究数据,以支持没有地理边界的所有学科中的科学,以便可以作为开放科学实践社区的一部分共享数据,软件,方法和出版物。这项工作介绍了与EOSC集成在一起的视觉分析服务的实施有关的持续活动,以满足各种天体物理学用户社区的需求。这些服务依靠可视化来管理数据生命周期过程,在公平原则下,集成了成像和多维地图创建和镶嵌的数据处理,并应用机器学习技术以检测大规模多维地图的结构。
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.