For each #$k$SAT instance one can build a matrix $A$ such that $\mathrm{perm}(A) = F(\Sigma)$, where $\Sigma$ is the solution count of the $k$SAT formula and $F$ an easy to invert function.
My question is whether there is a similar reduction in the opposite direction: given an integer valued matrix $A$ with $\mathrm{perm}(A)>0$, is there a systematic way to build a #$k$SAT formula such that $\Sigma=F(\mathrm{perm}(A))$, where $F$ an easy to invert function?