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AI for Astronomy

  • Qinghai Miao,
  • Fei-Yue Wang

摘要

Artificial intelligence has had a significant impact on astronomy over the years. One key area is in the analysis of large astronomical datasets, such as those generated by sky surveys and telescopes. AI algorithms are being used to sift through this data to identify celestial objects, classify galaxies, and detect rare events such as gravitational waves. AI is also being used to improve the accuracy and efficiency of astronomical simulations, helping researchers model complex phenomena such as galaxy formation and the evolution of the universe. Additionally, AI is aiding in the development of autonomous telescopes and observatories, which can automatically prioritize observations based on scientific goals and environmental conditions. Among a large number of AI-aided advancements, this chapter covers three areas including locating exoplanets, estimating dark matter distribution, and analyzing stellar light curves.