This paper shows that the concept of mathematical axiomatic physics is about the study of physics through the use of mathematics. The mechanisms of physics could be explained from the view of mathematics giving transitions to the field of physics. These are the two options of the same issue in the structure of things. This work is used philosophical concepts, mathematical and functional analysis, and contemporaneously some physical elements. This thesis aims to represent the commonplace of epistemic reasoning of philosophy, physics, and mathematics.