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A New Classification Model for the ZTF Catalog of Periodic Variable Stars
Siu-Hei Cheung, V. Ashley Villar, Ho-Sang Chan +1
Using the second data release from the Zwicky Transient Facility (ZTF, Bellm et al. 2019), Chen et al. (2020) created a ZTF Catalog of Periodic Variable Stars (ZTF CPVS) of 781, 60…
Testing the robustness of simulation-based gravitational-wave population inference
Damon H. T. Cheung, Kaze W. K. Wong, Otto A. Hannuksela +2
Gravitational-wave population studies have become more important in gravitational-wave astronomy because of the rapid growth of the observed catalog. In recent studies, emulators b…
Inferring Black Hole Properties from Astronomical Multivariate Time Series with Bayesian Attentive Neural Processes
Ji Won Park, Ashley Villar, Yin Li +5
Among the most extreme objects in the Universe, active galactic nuclei (AGN) are luminous centers of galaxies where a black hole feeds on surrounding matter. The variability patter…