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arXiv 2302.03583hep-ex
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高能物理中的数据保存

Data Preservation in High Energy Physics

T. Basaglia, M. Bellis, J. Blomer, J. Boyd, C. Bozzi, D. Britzger, S. Campana, C. Cartaro, G. Chen, B. Couturier, G. David, C. Diaconu, A. Dobrin, D. Duellmann,… 展开作者

T. Basaglia, M. Bellis, J. Blomer, J. Boyd, C. Bozzi, D. Britzger, S. Campana, C. Cartaro, G. Chen, B. Couturier, G. David, C. Diaconu, A. Dobrin, D. Duellmann, M. Ebert, P. Elmer, J. Fernandes, L. Fields, P. Fokianos, G. Ganis, A. Geiser, M. Gheata, J. B. Gonzalez Lopez, T. Hara, L. Heinrich, K. Herner, M. Hildreth, B. Jayatilaka, M. Kado, O. Keeble, A. Kohls, K. Naim, C. Lange, K. Lassila-Perini, S. Levonian, M. Maggi, Z. Marshall, P. Mato Vila, A. Mečionis, A. Morris, S. Piano, M. Potekhin, M. Schröder, U. Schwickerath, E. Sexton-Kennedy, T. Šimko, T. Smith, D. South, A. Verbytskyi, M. Vidal, A. Vivace, L. Wang, G. Watt, T. Wenaus

AI总结:

本文总结了高能物理领域数据保存的现状,基于十余年国际经验探讨了范式与方法论进展,介绍了大型对撞机实验数据保存的科学回报及长期分析能力建设,并提出了受开放科学和FAIR原则启发的通用解决方案与未来行动计划。

摘要:

数据保存是任何当前和未来实验设施的强制性规范,也是利用独特数据集进行基础研究的一种高性价比方式,以应对理论上不断深入的理解。本文总结了高能物理中数据保存的现状。基于国际层面结构化努力十余年的经验,讨论了其范式与方法论进展。介绍了与大型对撞机实验累积数据保存相关的现状和科学回报,并叙述了为正在进行和未来的实验确保长期分析能力的持续努力。还介绍了旨在提供通用解决方案的横向项目,其中大多数特别受到开放科学和FAIR原则的启发。最后指出了前景与行动计划。

英文摘要:

Data preservation is a mandatory specification for any present and future experimental facility and it is a cost-effective way of doing fundamental research by exploiting unique data sets in the light of the continuously increasing theoretical understanding. This document summarizes the status of data preservation in high energy physics. The paradigms and the methodological advances are discussed from a perspective of more than ten years of experience with a structured effort at international level. The status and the scientific return related to the preservation of data accumulated at large collider experiments are presented, together with an account of ongoing efforts to ensure long-term analysis capabilities for ongoing and future experiments. Transverse projects aimed at generic solutions, most of which are specifically inspired by open science and FAIR principles, are presented as well. A prospective and an action plan are also indicated.

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。

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