Reconstructing the local density field with combined convolutional and point cloud architecture

Baptiste Barthe-Gold, Nhat-Minh Nguyen, Leander Thiele

We construct a neural network to perform regression on the local dark-matter density field given line-of-sight peculiar velocities of dark-matter halos, biased tracers of the dark…