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The authors test the perturbative halo bias model, of central relevance for the cosmological large scale structure, at the field level which allows a direct comparison with simulations. It turns out that model errors can be significantly reduced by this method which is of particular relevance for observables that require a precise estimate of the large-scale potential.
Schmittfull et al. (Thu,) studied this question.