Physics relies on the fundamental postulate that the universe follows certain laws, and it just remains to find out exactly what they are. In this sense the universe is rationally explicable.
But human beings are in the universe, that is they are njot apart from it. And we know that they have irrational impulses, emotional and intellectual.
In this case the universe is not (wholly) rationally explicable, as humans are not.