categorification
The BPS sector of the (bigraded) Hilbert space of a twisted supersymmetric theory may give a cohomology group, whose Euler characteristic is exactly the studied invariant.
eg. 4d Seiberg-Witten theory and the 3d one, Khovanov homology & (colored) Jones polynomials, bigraded BPS Hilbert space
Conversely, decategorification is the dimensional reduction, where the partition function of the TQFT gives a graded trace by compactification (periodic) and is then twisted into a homotopical invariant (when there's a
eg. Witten index~periodic boundary condition,
ref: arxiv 1101.3216 by Witten; arxiv 1701.06567 BPS spectra and 3-manifold invariant; Knot Invariants and Categorification
brane