Physics does not endeavour to explain nature. In fact, the great success of physics is due to a restriction of its objectives: it only endeavours to explain the regularities in the behavior of objects.
'Events, Laws of Nature, and Invariance Principles', Nobel Lecture, 12 December 1963. Nobel Lectures: Physics 1963–1970 (1972)