将天体物理学可视化分析服务移植到欧洲开放科学云
Toward porting Astrophysics Visual Analytics Services to the European Open Science Cloud
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,以支持所有学科的科学,而不受地理界限的限制,因此数据,软件,方法和出版物可以作为开放科学实践社区的一部分进行共享。这项工作介绍了正在进行的活动,与实施可视化分析服务,集成到EOSC,以满足不同的天体物理学用户社区的需求。这些服务依赖于可视化来管理FAIR原则下的数据生命周期过程,集成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来检测大规模多维地图中的结构。
英文摘要:
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.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。