This is a question about philosophy of science and epistemology, so you should expect varying answers with different prespectives.
This is my personal approach to the question.
First let's examine what does it mean to say that a scientific theory is "absolutely proven".
Just as John Rennie pointed out in his answer, a scientific theory is a mathematical model, or another way to put it, a scientific theory consists of a set of axioms which are usually mathematical in nature, and theorems that follow from such set of axioms.
To give you a concrete example, consider Newtonian mechanics, Newton's theory is made up of three axioms: his famous three laws. Add to that the theorems that follow from these axioms, like the work-energy theorem and many others.
Newton's second law is given by: $F=m\dfrac{d^2x}{dt^2}$. To say that Newton's theory is absolutely proven, is tantamout to say that this equation holds true for any arbitrary values(real numbers in this case) of $F,m$ and $x$. The same applies to Newton's first and third law, they should hold for any arbitrary real number.
There is no logically neccessary reason that Newton's second law should hold for all real values. Hence the only way to absolutely prove it, is to test it for all the real values it can take! This is obviously an impossible and insurmountable task to do, and hence it's impossible to absolutely prove a scientific theory.
There's another crucial point to consider, even if you were able to test your theory, for all the values it takes, you have to have gadgets with precision and accuracy of 100%.This is another reason why you cannot prove a theory to be stricly true.
However, There are things in empirical sciences(and mathematics and logic) that you can prove to be absolutely true. You can absolutely prove that assuming Newton's theory implies the work-energy theorem. Or assuming the constancy of speed of light
and the principle of relativity
impliy relativity of time,space and simultaneity.This is the same as assmuing the axioms of Euclid implies Pythagorean theorem.
To sum up, either in physics or mathematics, You can prove Axiom A implies theorem B, but you cannot stricly prove Axiom A is true, hence you can never absolutely prove a scientific theory is true.
http://en.wikipedia.org/wiki/G%C3%B6del's_incompleteness_theorems
– AdamRedwine Jul 03 '12 at 11:38Currently, this confusion about what the word "theory" means is most annoying in discussing the "theory of evolution"...
– Lagerbaer Jul 03 '12 at 19:48We will never become certain of the natural universe and the physics that drives it. Mass of the Universe $\sim3.5\cdot10^{54}$ kg Mass of your brain $\sim 1.5$ kg What do you think, is it possible to squeeze information contained in the latter into the former? To me it is really remarkable that we are able to know at least something.
– Kostya Jul 03 '12 at 09:15