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We develop the parabolic weak porosity to characterize the parabolic Muckenhoupt weights with time-lag. Our main result shows that a nonempty closed set is parabolic weakly porous if and only if the parabolic distance function of the set to a negative power is in the parabolic Muckenhoupt class. We apply a novel stopping time argument in combination with the translation and doubling results for the parabolic weakly porous sets.

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