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Neural Networks as Optimal Estimators to Marginalize Over Baryonic Effects

Neural Networks as Optimal Estimators to Marginalize Over Baryonic Effects

Abstract Many different studies have shown that a wealth of cosmological information resides on small, nonlinear scales. Unfortunately, there are two challenges to overcome to utilize that information. First, we do not know the optimal estimator that will allow us to retrieve the maximum information. Second, baryonic effects impact that …