24 citations · 30 across the 5 of their papers we have counts for
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astro-ph.CO2023★ 24 cited
Bayesian Inference of Initial Conditions from Non-Linear Cosmic Structures using Field-Level Emulators
Ludvig Doeser, Drew Jamieson, Stephen Stopyra +3
Analysing next-generation cosmological data requires balancing accurate modeling of non-linear gravitational structure formation and computational demands. We propose a solution by…
astro-ph.CO2023★ 3 cited
Predicting the Initial Conditions of the Universe using a Deterministic Neural Network
Vaibhav Jindal, Albert Liang, Aarti Singh +2
Finding the initial conditions that led to the current state of the universe is challenging because it involves searching over an intractable input space of initial conditions, alo…