Interestingly, the mathematics of the electromagnetic force (as well as other so-called gauge forces) has some deep similarities with that of general relativity. Just as the Riemann tensor describes the curvature of physical spacetime, the electromagnetic field strength tensor describes "curvatures" of a space as well. Except it's not physical space, but an abstract "internal" space associated with the U(1) symmetry of the electromagnetic interaction (if that sounds like gibberish, it's language from QFT and gauge theory). So you can imagine that in addition to real space, there is this other space "laid down" on top of it, which has it's own values at each point. The geometry of this space determines the electromagnetic interactions in physical spacetime. So, I'd say the answer is "yes" but the space of relevance is abstract and probably doesn't yield any new physical insights.