Mathematics is not, in general, refined to describe reality.
Mathematics is refined by taking every logical rule to its farthest reaching implication. This goes far, far beyond anything that we currently see as based in our reality (though, as the current argument is about, it has the uncanny tendency to end up describing our physical reality extremely often).
Physics however IS refined to describe our reality. It is precisely physics that ties the mathematical underpinnings to the reality that we observe.