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In this paper, under some appropriate assumptions, we prove the existence of the minimal time-dependent pullback -attractors for the non-autonomous nonlocal diffusion equations in time-dependent space . Next, in same phase space, using a priori estimate and energy methods we establish the existence of time-dependent pullback attractors and the upper semicontinuity of and the global attractor of the equation with , that is,

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