AI-Powered Reconstruction of Dark Matter Velocity Fields from Redshift-Space Halo Distribution

Xu Xiao, Jiacheng Ding, XiaoLin Luo +6

We propose a UNet-based deep learning model to reconstruct the real-space dark matter (DM) velocity field from the redshift-space distribution of sparse DM halos. Using various sta…