Institutional Repository of Computer Application Research Laboratory
| Review of artificial intelligence applications in astronomical data processing | |
Hailong Zhang1,2,3,4 ; Jie Wang1,4; Yazhou Zhang1,2; Xu Du1,2; Han Wu1,2; Ting Zhang1,2
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| 2024 | |
| Source Publication | Astronomical Techniques and Instruments
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| ISSN | 2097-3675 |
| Volume | 1Issue:1Pages:1-152097-3675(2024)1:1<1:roaiai>2.0.tx;2-c |
| Contribution Rank | 1 |
| Abstract | Artificial Intelligence (AI) is an interdisciplinary research field with widespread applications. It aims at developing theoretical, methodological, technological, and applied systems that simulate, enhance, and assist human intelligence. Recently, notable accomplishments of artificial intelligence technology have been achieved in astronomical data processing, establishing this technology as central to numerous astronomical research areas such as radio astronomy, stellar and galactic (Milky Way) studies, exoplanets surveys, cosmology, and solar physics. This article systematically reviews representative applications of artificial intelligence technology to astronomical data processing, with comprehensive description of specific cases: pulsar candidate identification, fast radio burst detection, gravitational wave detection, spectral classification, and radio frequency interference mitigation. Furthermore, it discusses possible future applications to provide perspectives for astronomical research in the artificial intelligence era. |
| Keyword | Astronomical techniques Astronomical methods Astroinformatics Science & Technology - Other Topics (provided by Clarivate Analytics) |
| Subtype | Review |
| DOI | 10.61977/ati2024001 |
| Indexed By | CSCD |
| Language | 英语 |
| WOS ID | CSCD:7697468 |
| CSCD ID | CSCD:7697468 |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.xao.ac.cn/handle/45760611-7/7627 |
| Collection | 计算机技术应用研究室 |
| Affiliation | 1.Xinjiang Astronomical Observatory, Chinese Academy of Sciences, Urumqi 830011, China; 2.University of Chinese Academy of Sciences, Beijing 100049, China; 3.Key Laboratory of Radio Astronomy, Chinese Academy of Sciences, Nanjing 210008, China; 4.National Astronomical Data Center, Beijing 100101, China |
| First Author Affilication | Xinjiang Astronomical Observatory, Chinese Academy of Sciences |
| Recommended Citation GB/T 7714 | Hailong Zhang,Jie Wang,Yazhou Zhang,et al. Review of artificial intelligence applications in astronomical data processing[J]. Astronomical Techniques and Instruments,2024,1(1):1-152097-3675(2024)1:1<1:roaiai>2.0.tx;2-c. |
| APA | Hailong Zhang,Jie Wang,Yazhou Zhang,Xu Du,Han Wu,&Ting Zhang.(2024).Review of artificial intelligence applications in astronomical data processing.Astronomical Techniques and Instruments,1(1),1-152097-3675(2024)1:1<1:roaiai>2.0.tx;2-c. |
| MLA | Hailong Zhang,et al."Review of artificial intelligence applications in astronomical data processing".Astronomical Techniques and Instruments 1.1(2024):1-152097-3675(2024)1:1<1:roaiai>2.0.tx;2-c. |
| Files in This Item: | ||||||
| File Name/Size | DocType | Version | Access | License | ||
| Zhang-2024-Review of（4311KB） | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | View Application Full Text | |
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