For one, the PRL paper linked here is highly speculative, using a phenomenological model and a lot of assumption and extrapolation. It's full of "may" and "if" and "possibility".
Furthermore, what they suggest appears like it would only work as an (inefficient) energy storage; it's not a primary energy source, since you'd have to spend lots of energy first to create this very hypothetical quark matter,and then regain some of that energy as you feed the quark matter with slow neutrons.
Finally, assuming everything above actually works, this would be a slow energy release, not fast like in a nuke.
What would a bigger boom accomplish ?
It's pretty hard to beat existing nuclear weapons, honestly, and even if you could, existing nuclear weapons will be much cheaper for a long time. The bulk of them is already delivery mechanism rather than the warhead.
A new kind of weapon? Renewing the nuclear arms race?