Is there any knowledge of physics can be applied in to evolution?
There's some. The basic idea is that entropy, as rigorously defined in statistical physics, can be equated to complexity. This is an idea that has been around since at least the 1957 paper by Jaynes. In a fairly hand-wavey way, one can then say that a system that is being fed a large quantity of free energy (as the earth is by the sun) tends to become more complex over time (i.e. evolve).

Thinking this through a bit, the above argument applies as easily to weather patterns as it does to living creatures. Recently, with the rise of computers and modeling there have been attempts to apply these kinds of general ideas (increasing free energy leading to increasing complexity) to living creatures in a more systematic way. Jeremy England is one researcher working on this problem, and this link goes to a pretty good pop-science-style writeup of his work on the topic.