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In this paper we consider fractional Sobolev spaces equipped with weights being powers of the distance to the boundary of the domain. We prove the versions of Bourgain–Brezis–Mironescu and Maz’ya–Shaposhnikova asymptotic formulae for weighted fractional Gagliardo seminorms. For we also provide a nonlocal characterization of classical weighted Sobolev spaces with power weights.

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