Just because we have an incomplete understanding now doesn't mean we always will, or that it's impossible to have a complete (or reasonably complete) understanding.
Or there's the idea of a non-physical, impossible to model soul. I don't see much data to support that conclusion though, it seems the equivalent of cosmic ether to me.