Physical Parameters of Northern Eclipsing Binaries in the Catalina Sky Survey

@article{Papageorgiou2019PhysicalPO,
  title={Physical Parameters of Northern Eclipsing Binaries in the Catalina Sky Survey},
  author={Athanasios Papageorgiou and M{\'a}rcio Catel{\'a}n and Panagiota-Eleftheria Christopoulou and Andrew J. Drake and S. George Djorgovski},
  journal={The Astrophysical Journal Supplement Series},
  year={2019},
  volume={242}
}
We present the physical properties for 2281 northern eclipsing binary (EB) stars with eclipsing Algol (EA)-type light-curve (LC) morphology, based on data extracted from the Catalina Sky Survey (CSS). Our study is based on the analysis of the Eclipsing Binary via Artificial Intelligence (EBAI) artificial neural network (ANN) tool. An intensive search for the optimal ANN topology was performed. In order to feed the ANN with LCs that are representative of the CSS observations, two independent… 
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