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Application of AI technology in pulsar candidate identification

Wanqiong Wang Jie Wang Xinchen Ye Yazhou Zhang Jia Li Xu Du Wenna Cai Han Wu Ting Zhang Yuyue Jiao

Astronomical Techniques and Instruments2025，Vol.2Issue(1)：P.27-43,17.

Astronomical Techniques and Instruments2025，Vol.2Issue(1)：P.27-43,17.DOI:10.61977/ati2024050

Application of AI technology in pulsar candidate identification

Wanqiong Wang ¹Jie Wang ²Xinchen Ye ³Yazhou Zhang ¹Jia Li ¹Xu Du ⁴Wenna Cai ⁴Han Wu ⁴Ting Zhang ⁴Yuyue Jiao⁴

作者信息

1. Xinjiang Astronomical Observatory,Chinese Academy of Sciences,Urumqi 830011,China
2. Xinjiang Astronomical Observatory,Chinese Academy of Sciences,Urumqi 830011,China University of Chinese Academy of Sciences,Beijing 100049,China National Astronomical Data Center,Beijing 100101,China
3. Xinjiang Astronomical Observatory,Chinese Academy of Sciences,Urumqi 830011,China National Astronomical Data Center,Beijing 100101,China
4. Xinjiang Astronomical Observatory,Chinese Academy of Sciences,Urumqi 830011,China University of Chinese Academy of Sciences,Beijing 100049,China
折叠

摘要

关键词

AI technology/Candidate identification/Machine learning/Neural networks

分类

信息技术与安全科学

引用本文复制引用

Wanqiong Wang,Jie Wang,Xinchen Ye,Yazhou Zhang,Jia Li,Xu Du,Wenna Cai,Han Wu,Ting Zhang,Yuyue Jiao..Application of AI technology in pulsar candidate identification[J].Astronomical Techniques and Instruments,2025,2(1):P.27-43,17.

基金项目

supported by the National Key R&D Program of China(2021YFC2203502 and 2022YFF0711502) （2021YFC2203502 and 2022YFF0711502）

the National Natural Science Foundation of China(NSFC)(12173077) （NSFC）

the Tianshan Talent Project of Xinjiang Uygur Autonomous Region(2022TSYCCX0095 and 2023TSYCCX0112) （2022TSYCCX0095 and 2023TSYCCX0112）

the Scientific Instrument Developing Project of the Chinese Academy of Sciences(PTYQ2022YZZD01) （PTYQ2022YZZD01）

China National Astronomical Data Center(NADC) （NADC）

the Operation,Maintenance and Upgrading Fund for Astronomical Telescopes and Facility Instruments,budgeted from the Ministry of Finance of China(MOF)and administrated by the Chinese Academy of Sciences(CAS) （MOF）

Natural Science Foundation of Xinjiang Uygur Autonomous Region(2022D01A360)。（2022D01A360）

Astronomical Techniques and Instruments

ISSN：2097-3675

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