120 citations · 223 across the 24 of their papers we have counts for
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astro-ph.CO2022
Discovering the building blocks of dark matter halo density profiles with neural networks
Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen +3
The density profiles of dark matter halos are typically modeled using empirical formulae fitted to the density profiles of relaxed halo populations. We present a neural network mod…
astro-ph.CO2020★ 11 cited
Deep learning insights into cosmological structure formation
Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen +2
The evolution of linear initial conditions present in the early universe into extended halos of dark matter at late times can be computed using cosmological simulations. However, a…