Applicability Study of the PRIMAD Model to LIGO Gravitational Wave Search Workflows

Applicability Study of the PRIMAD Model to LIGO Gravitational Wave Search Workflows
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PRIMAD 模型对 LIGO 引力波搜索工作流程的适用性研究

DOI:
10.1145/3322790.3330591
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发表时间:
2019
期刊:
2nd International Workshop on Practical Reproducible Evaluation of Computer Systems (P-RECS'19
影响因子:
--
通讯作者:
Taufer, Michela
Taufer, Michela
中科院分区:
--
文献类型:
--
作者:
Chapp, Dylan;Rorabaugh, Danny;Brown, Duncan A.;Deelman, Ewa;Vahi, Karan;Welch, Von;Taufer, Michela

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PRIMAD模型由平台、研究目标、实现、方法、参与者和数据六个部分组成,提供了一个抽象的分类法来表示计算实验,并通过设计提高可重复性。在本文中,我们从文献来源(即已发表的论文)对一组激光干涉仪引力波天文台(LIGO)工作流程的模型适用性进行了事后评估。我们的工作概述了该模型在抽象层次和应用方式方面的潜在优势和局限性。
The PRIMAD model with its six components (i.e., Platform, Research Objective, Implementation, Methods, Actors, and Data) provides an abstract taxonomy to represent computational experiments and promote reproducibility by design. In this paper, we employ a post-hoc assessment of the model applicability to a set of Laser Interferometer Gravitational-Wave Observatory (LIGO) workflows from literature sources (i.e., published papers). Our work outlines potential advantages and limitations of the model in terms of its levels of abstraction and means of application.
DOI: 10.1103/physrevd.95.042001
发表时间: 2016-04
期刊: Physical Review D
影响因子: 5
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DOI: --
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期刊: Physical Review D, Particles and fields
影响因子: --
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影响因子: 3.5
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