Fast emulation of cosmological density fields based on dimensionality reduction and supervised machine-learning

Miguel Conceição, Alberto Krone-Martins, Antonio da Silva +1

N-body simulations are the most powerful method to study the non-linear evolution of large-scale structure. However, they require large amounts of computational resources, making u…