Physics is the study of reality itself. This physical reality gave birth to a brain that created (discovered?) the field of mathematics--and the corresponding axioms and theorems that apply to all possible worlds that we can conceive using the same logic.
So which is higher in the pecking order? Which one is studying the purest and most fundamental truths of existence?