  We provide a new construction for a set of boxes approximating axis-parallel
boxes of fixed volume in $[0, 1]^d$. This improves upper bounds for the minimal
dispersion of a point set in the unit cube and its inverse in both the periodic
and non-periodic settings in certain regimes. Up to double logarithmic factor,
our bounds are sharp. We also apply our construction to $k$-dispersion.
