  We provide first evidence that under certain conditions, 1/2-spin fermions
may naturally behave like a Grover search, looking for topological defects in a
material. The theoretical framework is that of discrete-time quantum walks
(QW), i.e. local unitary matrices that drive the evolution of a single particle
on the lattice. Some QW are well-known to recover the $(2+1)$--dimensional
Dirac equation in continuum limit, i.e. the free propagation of the 1/2-spin
fermion. We study two such Dirac QW, one on the square grid and the other on a
triangular grid reminiscent of graphene-like materials. The numerical
simulations show that the walker localises around the defects in $O(\sqrt{N})$
steps with probability $O(1/\log{N})$, in line with previous QW search on the
grid. The main advantage brought by those of this paper is that they could be
implemented as `naturally occurring' freely propagating particles over a
surface featuring topological---without the need for a specific oracle step.
From a quantum computing perspective, however, this hints at novel applications
of QW search : instead of using them to look for `good' solutions within the
configuration space of a problem, we could use them to look for topological
properties of the entire configuration space.
