The problem is, cryocooler theory is pretty well established and "solved at this point, so there is no reason to expect something completely new phenomena there, just some engineering improvements. Solid-state physics, on the other hand, is just computationally infeasible to "solve", so there is a plenty of possibility to discover something unpredicted.