well the idea of "proof" in mathematics is based on simple but arguable assumpotions of logic. E.g. if you believe that all men are mortal and that I am a man, does it follow that you must believe I am mortal? if so you are granting one of the basic techniques of logical proof.
On the other hand, the validity of mathematics for interpreting physics is based on its success rate. E.g. if you see a wagon full of corn and multiply lengfth by width by height of the wagon, to calculate the volume of the corn, you can check your accuracy by weighing the corn afterwards, or counting the ears or soemething.
if the mathematics gave essentially the right answer thenh you have more faith in the usefulness of mathematical predictions about the world. Peopl have made matheamtical calculations to rpedict the retuirn of hales comet, and then they see whether it comes back riughly on time. All the moon shots are also based on calculations, as well as continual feedback of corrections to the data.
the theorems of calculus are in a sense completely false for the real world as they are based on assumptions which are in fact not at all true, like the completeness of the real line, a purely theoretical construct not at all valid in real life.
for instance there is no rteason at all to believe that a real life max min problem actually ahs an exact solution. this is noly true in amth calss because we believe the intermediate value theorem, an absurdity when one is talking about physical quantities like fences, bricks, and rope. still experience shows these calculations ahve practical use as approximations.
as pointed out above, the famous result that moving projectiles like bullets and thrown rocks, follow the path of a parabola is actually false, not just because of the influence of the air resistance, but also because gravity does not act downwards in a family of parallel lines.
it is have been observed that it is amazing that math does iluminate pohysics, the phenomenon that has been called something like "the unreasonable effectiveness" of mathematics.