Python Python and Rutherford Scattering

AI Thread Summary
The discussion revolves around the application of a theoretical equation for Rutherford scattering to plot the number of counts 'n' against the scattering angle 'phi' using Python. The equation provided includes variables such as the number of alpha particles, foil thickness, atomic number, and kinetic energy. A key challenge is determining reasonable values for the number of atoms per unit volume in gold foil, which is calculated to be approximately 5.9E22 atoms per cm^3 based on its density and atomic mass. Participants note that constants in the equation primarily serve as scaling factors and do not significantly affect the plot's shape. Concerns are raised about the equation's behavior as the angle approaches zero, leading to infinite density of strikes, suggesting it may only be valid within a limited range of angles. Ultimately, the plot generated resembles an exponentially decaying curve, consistent with expectations from standard Rutherford scattering formulas found in academic resources.
maximus123
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Hello everyone

I have been supplied with this eqn

n=\frac{Nat}{16r^2}(\frac{2Ze^2}{4\pi\epsilon_0E_K})^2cosec^4(\frac{\phi}{2})

for Rutherford scattering.

N is the number of alpha particles incident on a unit area of foil

t is the thickness of the foil

a is the number of atoms per unit volume within the foil

r is the distance of the detector away from the collision

Z is obviously the atomic number of the foil's material

and E_k is the kinetic energy of the incident alpha particles

I need to use python to plot a graph of number of counts 'n' versus the scattering angle phi. To do this I need to create a GUI with entry fields for some of the above variables. This bit is not the problem.
The problem is so far I cannot get the eqn to give a useful plot.These figures are not based on an actual experiment which I have had to carry out. These are all theoretical values for the purpose of the computer program.
Could anyone suggest reasonable values for the above variables. Z is not necessary as I'm using 79 (gold). For example I've no idea how many atoms per unit volume there would be in a sheet of foil prepared for one of these experiments. Then if these reasonable values don't plot well either I will know that it is my code that needs looking at (which I'm sure is fine at the mo).
Any help would be greatly...greatly appreciated.
 
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maximus123 said:
For example I've no idea how many atoms per unit volume there would be in a sheet of foil prepared for one of these experiments.
You can work that out easily enough from the density and the atomic mass. The atomic mass is 197 grams per mole, and the density is approx 19.3 grams per cm^3.

So there are 6.02E23/197 atoms per gram, and therefore 6.02E23/197*19.3 atoms per cm^3. This comes to about 5.9E22 by my quick calculation.
 
maximus123 said:
The problem is so far I cannot get the eqn to give a useful plot.These figures are not based on an actual experiment which I have had to carry out. These are all theoretical values for the purpose of the computer program.

Well all of those constants essentially just boil down to a scaling factor for the cosec(theta/2) term anyway. So they are in effect irrelevant to the actual shape of the plot.

My problem with that equation is that the density of strikes goes to infinity as theta goes to zero, which doesn't seem right. Unless it is an approximation that is only valid over a limited range of theta perhaps. Do you have any more information on the origins of that formula?
 
like uart said, the basic shape of the plot is not going to change if all you are doing is plotting phi vs n.

here is what it looks like using Wolfram.
 
Thanks a lot uart. Not sure how my department has come up with the equation, tis probably some approximation for the purposes of the python exercise we have to do. You're right about the division by zero, I've had to make sure my range of angles does not include zero (which is stupid because most angles in this experiment would be zero)

Any way I achieved my plot, an exponentially decaying curve.

Thanks again.
 
maximus123 said:
Thanks a lot uart. Not sure how my department has come up with the equation, tis probably some approximation for the purposes of the python exercise we have to do.

It looks like a standard Rutherford scattering formula that you can find in textbooks and on Wikipedia. The result n is probably the number of scattered particles per m2 of detector area. It assumes point-like projectiles (alpha particles) and targets (nuclei).
 
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