I'm actually talking about the predictions that we are able to make with physics. The fact, for instance, that Newtonian mechanics can be used to predict the next sighting of Halley's comet. Or that we can, with thermodynamics, rule out the possibility of perpetual motion machines, or that general relativity has withstood decades of experimental testing, or that QM has done the same.
These are not just descriptions of prior phenomena, they are descriptions of the world that make predictions about what we'll see in places that we haven't looked yet, and those predictions have turned out, time and again, to be incredibly accurate. You are saying that's a coincidence?
If not, why do you think those predictions have turned out to be accurate?