41 citations · 57 across the 2 of their papers we have counts for
2 papers
astro-ph.CO2020★ 41 cited
Galaxy cluster mass estimation with deep learning and hydrodynamical simulations
Z. Yan, A. J. Mead, L. Van Waerbeke +2
We evaluate the ability of Convolutional Neural Networks (CNNs) to predict galaxy cluster masses in the BAHAMAS hydrodynamical simulations. We train four separate single-channel ne…
astro-ph.CO2020★ 16 cited
An analysis of galaxy cluster mis-centring using cosmological hydrodynamic simulations
Z. Yan, N. Raza, L. Van Waerbeke +4
The location of a galaxy cluster's centroid is typically derived from observations of the galactic and/or gas component of the cluster, but these typically deviate from the true ce…