We consider the Cooper-problem on a two-dimensional, square lattice with auniform, perpendicular magnetic field. Only rational flux fractions areconsidered. An extended (real-space) Hubbard model including nearest and nextnearest neighbor interactions is transformed to "k-space", or more precisely,to the space of eigenfunctions of Harper's equation, which constitute basisfunctions of the magnetic translation group for the lattice. A BCS-liketruncation of the interaction term is performed. Expanding the interactions inthe basis functions of the irreducible representations of the point group$C_{4\nu}$ of the square lattice simplify calculations. The numerical resultsindicate enhanced binding compared to zero magnetic field, and thus re-entrantsuperconducting pairing at extreme magnetic fields, well beyond the point wherethe usual semi-classical treatment of the magnetic field breaks down.