Review of artificial intelligence applications in astronomical data processing
文献类型：期刊论文
| 作者 | Hailong Zhang1,2,3,4 ; Jie Wang2,3; Yazhou Zhang2,4; Xu Du2,4; Han Wu2,4; Ting Zhang2,4
|
| 刊名 | Astronomical Techniques and Instruments
 |
| 出版日期 | 2024 |
| 卷号 | 1期号:1页码:1-152097-3675(2024)1:1<1:roaiai>2.0.tx;2-c |
| 关键词 | Astronomical techniques Astronomical methods Astroinformatics Science & Technology - Other Topics (provided by Clarivate Analytics) |
| ISSN号 | 2097-3675 |
| DOI | 10.61977/ati2024001 |
| 产权排序 | 1 |
| 文献子类 | Review |
| 英文摘要 | 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. |
| 语种 | 英语 |
| CSCD记录号 | CSCD:7697468 |
| WOS记录号 | CSCD:7697468 |
| 源URL | [http://ir.xao.ac.cn/handle/45760611-7/7627]  |
| 专题 | 新疆天文台_计算机技术室 |
| 作者单位 | 1.Key Laboratory of Radio Astronomy, Chinese Academy of Sciences, Nanjing 210008, China; 2.Xinjiang Astronomical Observatory, Chinese Academy of Sciences, Urumqi 830011, China; 3.National Astronomical Data Center, Beijing 100101, China 4.University of Chinese Academy of Sciences, Beijing 100049, China; |
| 推荐引用方式 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. |
入库方式： OAI收割
来源：新疆天文台
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