Applicability study of the PRIMAD model to LIGO gravitational wave\n search workflows

2019/04/10 by Dylan Chapp, Chapp, Dylan, Danny Rorabaugh +11 · 1 citation
Computer Science · Decision Sciences · Earth and Planetary Sciences · #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Meteorological Phenomena and Simulations #Parallel #Scientific Computing and Data Management #Time Series Analysis and Forecasting #and Cluster Computing (cs.DC)

paper · pdf · doi:10.48550/arxiv.1904.05211

openalex publication_date 2019/04/10 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

The PRIMAD model with its six components (i.e., Platform, Research Objective,\nImplementation, Methods, Actors, and Data), provides an abstract taxonomy to\nrepresent computational experiments and enforce reproducibility by design. In\nthis paper, we assess the model applicability to a set of Laser Interferometer\nGravitational-Wave Observatory (LIGO) workflows from literature sources (i.e.,\npublished papers). Our work outlines potentials and limits of the model in\nterms of its abstraction levels and application process.\n

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• A Structured Examination of Reproducibility: A Case Study for HTS Using the PRIMAD Model and BioCompute Object

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