Cosmic Velocity Field Reconstruction Using AI

Ziyong Wu, Zhenyu Zhang, Shuyang Pan +6

We develop a deep learning technique to infer the non-linear velocity field from the dark matter density field. The deep learning architecture we use is an "U-net" style convolutio…