Search Results for author: Shiyin Shen

Found 2 papers, 1 papers with code

From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation

1 code implementation15 Mar 2023 Quanfeng Xu, Shiyin Shen, Rafael S. de Souza, Mi Chen, Renhao Ye, Yumei She, Zhu Chen, Emille E. O. Ishida, Alberto Krone-Martins, Rupesh Durgesh

We further enhance our model by tuning the VAE network via DA using galaxies in the overlapping footprint of DECaLS and BASS+MzLS, enabling the unbiased application of our model to galaxy images in both surveys.

Dimensionality Reduction Domain Adaptation +1

Compact Groups of Galaxies in Sloan Digital Sky Survey and LAMOST Spectral Survey. II. Dynamical Properties of Isolated and Embedded Groups

no code implementations25 Feb 2021 Yunliang Zheng, Shiyin Shen

In this study, by matching the largest local CG catalog of Zheng & Shen (2020) to the halo based group catalog of Yang et al. (2007), we find that the CGs are physically heterogenous systems and can be mainly separated into two categories, the isolated systems and those embedded in rich groups or clusters.

Astrophysics of Galaxies

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