Back to Search Start Over

GWAI: Artificial intelligence platform for enhanced gravitational wave data analysis

Authors :
Tianyu Zhao
Yue Zhou
Ruijun Shi
Zhoujian Cao
Zhixiang Ren
Source :
SoftwareX, Vol 28, Iss , Pp 101930- (2024)
Publication Year :
2024
Publisher :
Elsevier, 2024.

Abstract

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 for GW data analysis. To address this gap, we introduce GWAI, a pioneering AI-centered software platform designed for GW 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.

Details

Language :
English
ISSN :
23527110
Volume :
28
Issue :
101930-
Database :
Directory of Open Access Journals
Journal :
SoftwareX
Publication Type :
Academic Journal
Accession number :
edsdoj.070ac6a9288e47b982369aeb912f7bd8
Document Type :
article
Full Text :
https://doi.org/10.1016/j.softx.2024.101930