GWAI: Harnessing Artificial Intelligence for Enhancing Gravitational Wave Data Analysis
arxiv(2024)
摘要
Gravitational wave (GW) astronomy has opened new frontiers in understanding
the cosmos, while the integration of artificial intelligence (AI) in science
promises to revolutionize data analysis methodologies. However, a significant
gap exists, as there is currently no dedicated platform that enables scientists
to develop, test, and evaluate AI algorithms efficiently. To address this gap,
we introduce GWAI, a pioneering AI-centered software platform designed for
gravitational wave data analysis. GWAI contains a three-layered architecture
that emphasizes simplicity, modularity, and flexibility, covering the entire
analysis pipeline. GWAI aims to accelerate scientific discoveries, bridging the
gap between advanced AI techniques and astrophysical research.
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