Reconstructing Moller Events

Setup

Since we want to run for a evenly spaced energy range for Moller electrons, we will need to use some of the scattered electrons to help cover this range. A Moller scattering data file of 1E7 events has no Moller electrons with momentum over 5500 MeV. Since momentum is conserved, and the data is verified kinematicly verified, we cannot simply "switch" the data. This data can be altered to have a certain number of different phi values for each energy to match the Moller cross section. This data can then be written to a LUND file, and compared to the previous calculations which did not factor in loss of initial energy.

Prepare Data

Using the existing Moller scattering data from a GEANT simulation of 4E7 incident electrons, a file of just scattered momentum components can be constructed using:

awk '{print $9, $10, $11, $16, $17, $18}' MollerScattering_NH3_Large.dat > Just_Scattered_Momentum.dat

Transfer to CM Frame

Center of Mass Frame

4-Momentum Invariants

Figure 1: Definition of variables in the Center of Mass Frame

Starting with the definition for the total relativistic energy:

$E^2\equiv p^2c^2+m^2c^4$

$\Longrightarrow {E^2}-p^2c^2=(mc^2)^2$

Since we can assume that the frame of reference is an inertial frame, it moves at a constant velocity, the mass should remain constant.

$\frac {d\vec p}{dt}=0\Rightarrow \frac{d(m\vec v)}{dt}=\frac{c\ dm}{dt}\Rightarrow \frac{dm}{dt}=0$

$\therefore m=const$

We can use 4-momenta vectors, i.e. ${\mathbf P}\equiv \left(\begin{matrix} E\\ p_x \\ p_y \\ p_z \end{matrix} \right)=\left(\begin{matrix} E\\ \vec p \end{matrix} \right)$ ,with c=1, to describe the variables in the CM Frame.

Using the fact that the scalar product of a 4-momenta with itself,

${\mathbf P_1}\cdot {\mathbf P^1}=P_{\mu}g_{\mu \nu}P^{\nu}=\left(\begin{matrix} E\\ p_x \\ p_y \\ p_z \end{matrix} \right)\cdot \left( \begin{matrix}1 & 0 & 0 & 0\\0 & -1 & 0 & 0\\0 & 0 & -1 & 0\\0 &0 & 0 &-1\end{matrix} \right)\cdot \left(\begin{matrix} E & p_x & p_y & p_z \end{matrix} \right)$

${\mathbf P_1}\cdot {\mathbf P^1}=E_1E_1-\vec p_1\cdot \vec p_1 =m_{1}^2=s$

is invariant.

Using this notation, the sum of two 4-momenta forms a 4-vector as well

${\mathbf P_1}+ {\mathbf P_2}= \left( \begin{matrix}E_1+E_2\\\vec p_1 +\vec p_2 \end{matrix} \right)= {\mathbf P}$

The length of this four-vector is an invariant as well

${\mathbf P^2}=({\mathbf P_1}+{\mathbf P_2})^2=(E_1+E_2)^2-(\vec p_1 +\vec p_2 )^2=(m_1+m_2)^2=s$

Equal masses

For incoming electrons moving only in the z-direction, we can write

${\mathbf P_1}+ {\mathbf P_2}= \left( \begin{matrix}E_1+E_2\\ 0 \\ 0 \\ p_{1(z)}+p_{2(z)}\end{matrix} \right)={\mathbf P}$

We can perform a Lorentz transformation to the Center of Mass frame, with zero total momentum

$\left( \begin{matrix}E^*_{1}+E^*_{2}\\ 0 \\ 0 \\ 0\end{matrix} \right)=\left(\begin{matrix}\gamma^* & 0 & 0 & -\beta^* \gamma^*\\0 & 1 & 0 & 0 \\ 0 & 0 & 1 &0 \\ -\beta^* \gamma^* & 0 & 0 & \gamma^* \end{matrix} \right) . \left( \begin{matrix}E_{1}+E_{2}\\ 0 \\ 0 \\ p_{1(z)}+p_{2(z)}\end{matrix} \right)$

Without knowing the values for gamma or beta, we can utalize the fact that lengths of the two 4-momenta are invariant

$s={\mathbf P^*}^2=(E^*_{1}+E^*_{2})^2-(\vec p\ ^*_{1}+\vec p\ ^*_{2})^2=(m_{1}^*+m_{2}^*)^2$

$s={\mathbf P}^2=(E_{1}+E_{2})^2-(\vec p_{1}+\vec p_{2})^2=(m_{1}+m_{2})^2$

This gives,

$\Longrightarrow (m_{1}^*+m_{2}^*)^2=(m_{1}+m_{2})^2$

Using the fact that

$\begin{cases} m_{1}=m_{2} \\ m_{1}^*=m_{2}^* \end{cases}$

since the rest mass energy of the electrons remains the same in inertial frames.

Substituting, we find

$(m_{1}^*+m_{1}^*)^2=(m_{1}+m_{1})^2$

$2m_{1}^*=2m_{1}$

$m_{1}^*=m_{1}$

$\Longrightarrow m_{1}=m^*_{1}\ ; m_{2}=m^*_{2}$

This confirms that the mass remains constant between the frames of reference.

Total Energy in CM

Setting the lengths of the 4-momenta equal to each other,

${\mathbf P^*}^2={\mathbf P}^{'2}$

we can use this for the collision of two particles of mass m. Since the total momentum is zero in the Center of Mass frame, we can express total energy in the center of mass frame as

$(E^*_{1}+E^*_{2})^2-(\vec p\ ^*_{1}+\vec p\ ^*_{2})^2=s=(E_{1}^'+E_{2}^')^2-(\vec{p_{1}}^'+\vec {p_{2}}^')^2$

$(E^*)^2-(\vec p\ ^*)^2=(E_{1}^'+E_{2}^')^2-(\vec{p_{1}}^'+\vec {p_{2}}^')^2$

$(E^*)^2=(E_{1}^'+E_{2}^')^2-(\vec{p_{1}}^'+\vec {p_{2}}^')^2$

$E^*=\sqrt{(E_{1}^'+E_{2}^')^2-(\vec{p_{1}}^'+\vec {p_{2}}^')^2}$

$\left( \begin{matrix}E^*_{1}+E^*_{2}\\ p_{1(x)}^*+p_{2(x)}^* \\ p_{1(y)}^*+p_{2(y)}^* \\ p_{1(z)}^*+p_{2(z)}^*\end{matrix} \right)=\left(\begin{matrix}\gamma & 0 & 0 & -\beta \gamma\\0 & 1 & 0 & 0 \\ 0 & 0 & 1 &0 \\ -\beta \gamma & 0 & 0 & \gamma \end{matrix} \right) . \left( \begin{matrix}E_{1}^'+E_{2}^'\\ p_{1(x)}^'+p_{2(x)}^' \\ p_{1(y)}^'+p_{2(y)}^' \\ p_{1(z)}^'+p_{2(z)}^'\end{matrix} \right)$

$\left( \begin{matrix}E^*_{1}+E^*_{2}\\ 0 \\ 0 \\ 0\end{matrix} \right)=\left(\begin{matrix}\gamma & 0 & 0 & -\beta \gamma\\0 & 1 & 0 & 0 \\ 0 & 0 & 1 &0 \\ -\beta \gamma & 0 & 0 & \gamma \end{matrix} \right) . \left( \begin{matrix}E^'\\ p_{x}^' \\ p_{y}^' \\ p_{z}^'\end{matrix} \right)$

By the definition of the CM Frame we know

$\Longrightarrow\begin{cases} E_2^*=\gamma(E_{2}^'+m)-\beta \gamma p_{2(z)}^' \\ p^*_{x}=p^'_{x}=0 \\ p^*_{y}=p^'_{y}=0 \\ p^*_{2(z)}=-\beta \gamma(E_{2}^'+m)+\gamma p_{2(z)}^' \end{cases}$

$\Longrightarrow \begin{cases} p_{1(x)}^'=-p_{2(x)}^' \\ p_{1(y)}^'=-p_{2(y)}^' \end{cases}$

$\vec {p}\, ^*=\vec {p_1}^*+\vec {p_2}^*=0 \Longrightarrow \vec {p_1}^*=-\vec {p_2}^*$

$E^*=\sqrt{(E_{1}^'+E_{2}^')^2-(\vec{p_{1}}^'+\vec {p_{2}}^')^2}$

Using the relativistic definition of total energy:

$E^2 \equiv p^2+m^2$

$E_1^*=\sqrt{p_1^{*2}+m^2}$

$E_1^*=\sqrt{p_2^{*2}+m^2}=\sqrt{(-p_1)^{*2}+m^2}=\sqrt{p_1^{*2}+m^2}$

$\therefore E^*=E_1^*+E_2^* \Longrightarrow E_1^*=E_2^*$

Since the energies are equal, we use this fact to find the momenta

$|p_1^*|=|p_2^*|=\sqrt{E_1^{*2}-m^{*2}}$

Moller electron Center of Mass Frame

Relativistically, the x and y components remain the same in the conversion from the Lab frame to the Center of Mass frame, since the direction of motion is only in the z direction.

$p^*_{2(x)}\Leftrightarrow p_{2(x)}'$

$p^*_{2(y)}\Leftrightarrow p_{2(y)}'$

$p^*_{2(z)}=\sqrt {(p^*_2)^2-(p^*_{2(x)})^2-(p^*_{2(y)})^2}$

Figure 2: Definition of Moller electron variables in the Lab Frame in the x-z plane.

$\theta '_2\equiv \arccos \left(\frac{p^'_{2(z)}}{p^'_{2}}\right)$

Following the same geometry as for the Lab frame,

$\Longrightarrow \theta ^*_2=\arccos \left(\frac{p^*_{2(z)}}{p^*_{2}}\right)$

Electron Center of Mass Frame

Relativistically, the x, y, and z components have the same magnitude, but opposite direction, in the conversion from the Moller electron's Center of Mass frame to the electron's Center of Mass frame.

$p^*_{2(x)}= -p^*_{1(x)}$

$p^*_{2(y)}= -p^*_{1(y)}$

$p^*_{2(z)}=-p^*_{1(z)}$

where previously it was shown

$|p^*_{1}|\equiv |p^*_{2}|$

$E^*_{1}\equiv E^*_{2}$

$\theta_{1}^*=\pi-\theta_{1}^*$

Determing Angles

Figure 3: Definition of Moller electron variables in the Lab Frame in the x-y plane.

$\phi '_2\equiv \arccos \left( \frac{p^'_{2(x) Lab}}{p^'_{2(xy)}} \right)$

where $p_{2(xy)}^'=\sqrt{(p_{2(x)}^')^2+(p^'_{2(y)})^2}$

$(p^'_{2(xy)})^2=(p^'_{2(x)})^2+(p^'_{2(y)})^2$

and using $p^2=p_{(x)}^2+p_{(y)}^2+p_{(z)}^2$

this gives $(p^'_{2})^2=(p^'_{2(xy)})^2+(p^'_{2(z)})^2$

$\Longrightarrow (p'_{2})^2-(p'_{2(z)})^2 = (p'_{2(xy)})^2$

$\Longrightarrow p_{2(xy)}^'=\sqrt{(p^'_{2})^2-(p^'_{2(z)})^2}$

which gives$\phi '_2 = \arccos \left( \frac{p_{2(x)}'}{\sqrt{p_{2}^{'\ 2}-p_{2(z)}^{'\ 2}}}\right)$

$\Longrightarrow p_{2(x)}'=\sqrt{p_{2}^{'\ 2}-p_{2(z)}^{'\ 2}} \cos(\phi)$

Similarly, using $p_{2}^2=p_{2(x)}^2+p_{2(y)}^2+p_{2(z)}^2$

$\Longrightarrow p_{2}^{'\ 2}-p_{2(x)}^{'\ 2}-p_{2(z)}^{'\ 2}=p_{2(y)}^{'\ 2}$

$p_{2(y)}'=\sqrt{p_{2}^{'\ 2}-p_{2(x)}^{'\ 2}-p_{2(z)}^{'\ 2}}$

$p_{x}$ and $p_{y}$ results based on $\phi$

Checking on the sign from the cosine results for $\phi '_2$

We have the limiting range that $\phi$ must fall within:

$-\pi \le \phi '_2 \le \pi\ Radians$

Examining the signs of the components which make up the angle $\phi$ in the 4 quadrants which make up the xy plane:

$For\ 0 \ge \phi '_2 \ge \frac{-\pi}{2}\ Radians$

px=POSITIVE

py=NEGATIVE

$For\ 0 \le \phi '_2 \le \frac{\pi}{2}\ Radians$

px=POSITIVE

py=POSITIVE

$For\ \frac{-\pi}{2} \ge \phi '_2 \ge -\pi\ Radians$

px=NEGATIVE

py=NEGATIVE

$For\ \frac{\pi}{2} \le \phi '_2 \le \pi\ Radians$

px=NEGATIVE

py=POSITIVE

Partial Check

Partial Check

Alter Phi Angles

Using the fact that

$\cos{\phi} \equiv \frac{p_x}{\sqrt{p^2-p_z^2}}$

$\Longrightarrow \sqrt{p^2-p_z^2}=\frac{p_x}{\cos{\phi}}=constant$

We can simply use the expression

$\frac{p_x}{\cos{\phi}}=\frac{p_x'}{cos{\phi+\delta \phi}}$ $\Longrightarrow p_x'=\frac{p_x \times \cos{\phi+\delta \phi}}{\cos{\phi}$

Run for Necessary Amount to match Cross Section

Using the above plot for the target material, we can find the relative amount that each Theta angle should observe for this process which gives a known Moller differential cross section.

Phi (degrees)	Number of events
35	130
30	120
25	115
20	100
15	90
12	70
10	60
8	40

We can set up conditional statements to check what range the Theta angle falls in, then by dividng

$\delta \phi=\frac {2\pi}{number\ of\ events}$

we should find the change in phi needed to give an evenly distributed distribution around the xy plane.

Starting with a data file of momentum components constructed using awk as described above

A program was written to rotate the phi angle as described above. The changing x and y components for this distribution can be seen with

Lastly a LUND file was written that was 643360680 lines in length, which equates to 214453560 entries. This was divided into 2860 file parts of 75000 each. The first set from the original data set is shown below.