20 citations · 20 across the 2 of their papers we have counts for
2 papers
astro-ph.CO2026
Extracting Cosmological Information from Lightcone Data: A Comparison of CNNs and Summary-Statistic-Based Approaches
Min Zhiwei, Xiao Xu, Jiang Zhujun +9
Lightcone observations are the natural data format of galaxy surveys, but their evolving geometry breaks the translational symmetry assumed by standard convolutional neural network…
astro-ph.CO2021★ 20 cited
Importance of Mock Observations in Validating Galaxy Properties for Cosmological Simulations
Lin Tang, Weipeng Lin, Yang Wang +1
The galaxy luminosity function and galaxy stellar mass function are fundamental statistics in the testing of galaxy formation models. Theoretical predictions based on cosmological…