Deep learning for cosmological parameter inference from a dark matter halo density field

Zhiwei Min, Xu Xiao, Jiacheng Ding +11

We propose a lightweight deep convolutional neural network (lCNN) to estimate cosmological parameters from simulated three-dimensional dark matter (DM) halo distributions and assoc…