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We investigate multicomponent fermions in a flat band and predict experimental signatures of non-Fermi liquid behavior. We use dynamical mean-field theory to obtain the density, double occupancy and entropy in a Lieb lattice for and components. We derive a mean-field scaling relation between the results for different values of , and study its breakdown due to beyond-mean field effects. The predicted signatures occur at temperatures above the N'eel temperature and persist in presence of a harmonic trapping potential, thus they are observable with current ultracold gas experiments.

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