Notebooks

The following notebooks contain demonstrations on how to use the code and also some of the real analyses performed for the research.

Recorder Demo

Notebook to demonstrate how to use the Recorder classes.

SSD Analysis Demo

Notebook to demonstrate the SSD Analysis.

Beamtime Analsis

Analysis of the image data from the beamtime from the 18-19. September 2022. In this analysis we fit the MOT number with the images taken with the CMOS camera. The result is plotted as a function of time.

Beamtime SSD Analysis

Analysis of the SSD data from the beamtime from the 18-19. September 2022. In this analysis we look for peaks in the pulse rate.

CMOS Exploration

First test of the ImageAnalysis with data from the CMOS camera.

Laser Room Analysis

Estimation of the MOT lifetime of Rb in the Laser room. Uses the ImageAnalysis applied on CMOS camera images.

Source Union

Notebook for unifying all data sources into a single table. The idea was to see correlations between the data points, but this turned out to be harder than anticipated.

Data Exploration

Original implementation of the Recorder classes. Loads and visualizes the different files.

Result Exploration

Original notebook to explore the results of the analyses.