Well, we don't really seem to be talking love songs anymore, but...math & science favorites of mine:
Monty Python: "Just remember that we're standing on a planet that's evolving..."
They Might Be Giants: "The Sun Is A Mass Of Incandescent Gas"
Moxy Früvous: "Entropy", "The Mitosis Waltz", "Guinea Pig (well, biotechnology, anyway ;))
Moll