Machine Learning for the Zwicky Transient Facility
Sign Up to like & getrecommendations! Published in 2019 at "Publications of the Astronomical Society of the Pacific"
DOI: 10.1088/1538-3873/aaf3fa
Abstract: The Zwicky Transient Facility is a large optical survey in multiple filters producing hundreds of thousands of transient alerts per night. We describe here various machine learning (ML) implementations and plans to make the maximal… read more here.
Keywords: machine learning; transient facility; zwicky transient; learning zwicky ... See more keywords
Toward Efficient Detection of Small Near-Earth Asteroids Using the Zwicky Transient Facility (ZTF)
Sign Up to like & getrecommendations! Published in 2019 at "Publications of the Astronomical Society of the Pacific"
DOI: 10.1088/1538-3873/ab1b18
Abstract: We describe ZStreak, a semi-real-time pipeline specialized in detecting small, fast-moving, near-Earth asteroids (NEAs), which is currently operating on the data from the newly commissioned Zwicky Transient Facility (ZTF) survey. Based on a prototype originally… read more here.
Keywords: ztf; transient facility; near earth; transient ... See more keywords
Fermi blazars in the Zwicky Transient Facility survey: a correlation study
Sign Up to like & getrecommendations! Published in 2023 at "Research in Astronomy and Astrophysics"
DOI: 10.1088/1674-4527/acd0ef
Abstract: We report our correlation analysis for the \gr\ blazars detected with the Large Area Telescope (LAT) onboard the {\it Fermi Gamma-ray Space Telescope (Fermi)}, for which we use the \fermi-LAT data and the optical $zr$… read more here.
Keywords: correlation; zwicky transient; facility survey; transient facility ... See more keywords