The BIG SOBOL SEQUENCE: How many simulations do we need for simulation-based inference in cosmology?

Open Access

Fig. 7.

Scaling of information content of the neural posterior estimation based on wavelet summaries. The power law scaling of the log-probability loss with the increasing number of simulations is reflected in improved constraints on Ω_m and σ₈. Other parameters show mild improvement.

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