JesseM said:
Or perhaps you think I am making a false dichotomy between "physical arguments" and "pure shuffling of constants"
Yes, more along these lines. I have not attempted to explain dimensional analysis outright, as I don't feel I could do it justice. I don't want to accidentally make it sound like hog-wash to you because of my poor choice in wording. I'm still hoping someone else will take a stab at it, and I'd learn too. For if I can't explain it well to another, then I clearly don't fully understand it myself. Right?
EDIT:
Fine, I'll take a stab at it. _please_ someone else come in and try to add to this.
Dimensional analysis goes like this:
Take a problem, and list the relevant parameters. We can arrange these to get different scales of say length (or energy, or whatever we're trying to solve for), and possibly some dimensionless numbers as well.
To simplify, let's say we can get one scale for length. The point is the answer _must_ be of the form:
L_answer = L_scale * dimensionless number
If we were able to get a dimensionless number from the parameters (let's call it "a"), then the answer must be of the form:
L_answer = L_scale * function(a)
THIS is the main point of dimensional analysis. It allows us to obtain the
form of the answer without even needed to solve for anything!
The form of a relation is often enough to make some useful broad results. An interesting example Goldenfeld gives in his book (that I mentioned a couple posts back), with my paraphrasing since I don't have the book here: If you're told the area of a right triangle can be specified in terms of the hypotenuse and the angle it makes with one side, prove the pythagorean theorem.
Since this is a simple situation, we could of course use our geometry knowledge and calculate that function and use more geometry to prove it. But in this problem we can prove the phythagorean theorem
purely from the functional form we get from dimensional analysis.
Let's try a quick one. A box has upward initial velocity v, and free falls with gravitational acceleration g. How high does it go?
The only parameters we have are v,g. The only way to obtain a length scale from this is: v^2/g.
So the answer must be of the form:
h = (v^2/g) * dimensionless number
actually solving we find:
mgh = 1/2 mv^2
h = (1/2) v^2/g
With dimensional analysis: We can't get the exact number. We can't get the exact details. But we can get the correct form and the scales that matter to the problem. If we do obtain this form somehow, then we in some sense have obtained a "universal" relation to relate all situations, if we just find the releveant scales in these systems. This is why reynold's numbers, scaled temperature and pressure, etc. work so well.
This next part is the piece that I'm extra worried I can't explain all that well. If we did a good job in choosing the relevant parameters, then the dimensionless number out front should be of order 1. If it was many magnitudes off, then that usually means our choice of parameters wasn't all that good for what we got _wasn't_ the relevant scale. I'm sorry I can't explain this part better. Play with lots of examples to help build up an understanding/intuition is all I can suggest unfortunately.
I said the first step is "choose relevant parameters". So some physical understanding goes into the problem. A lot is hiding in the word "relevant". But after that, it really is just, as you put it, "purely a matter of shuffling various constants".
What I showed previously was me trying to make the dimensional analysis argument feel more physical by relating it to some calculations. This was to help your intuition of why this length scale is important. But as far as dimensional analysis is concerned, none of those calculations needs to be done. There is only one way to build a length scale with the relevant parameters of gravity and quantum mechanics ... the Planck Length.
Again, to stress, dimensional analysis cannot tell us what happens to spacetime and gravity at the Planck scale. It can only tell us this is the length scale at which quantum effects become on the order of the classical predictions (sort of like in the classical electrodynamics example with the atom).
Hopefully that helped. I'm still hoping someone else could add to this, as I still need to learn this better myself.