3rd year undergraduate lab focusing on MicroBooNE experiment

Developed by O.G. Finnerud, A. Kedziora, & J. Waiton

This folder contains almost everything that is needed to run the lab, including:

/data/

Data no longer included here, available at the link below. 6 files included:

• DataSet_LSND.csv: Dataset for LSND used as comparison (42.9KB).
• DataSet_MiniBooNE.csv: Dataset for MiniBoone used as comparison (17.0KB).
• data_flattened.pkl: True data from MicroBooNE flattened (24.2MB). (A)
• MC_EXT_flattened.pkl: MC and EXT data from simulations & MicroBooNE (111.4MB). (A)
• bnb_run3_mc_larcv_slimmed.h5: Event display file (77.3MB).
• oscillated_data.pkl: Data file for usage in the closure test. (140MB)

NOTE! All files now accessible via this link for University of Manchester students.

https://livemanchesterac-my.sharepoint.com/:u:/g/personal/john_waiton_postgrad_manchester_ac_uk/ERr7l9mqqGZIveVcVG3UD2wBrCHCYTcJPT7jIpyBOM4zZg?e=Bh2uvB

MainAnalysis_template.ipynb

Template for student's usage throughout the lab.

MicroBooNE_Y3_Labbook.pdf

PDF including all information needed to complete this lab.

Neutrino_functions.py

Useful functions that are used throughout the lab.

event_display.ipynb & EventDisplay.py

Allows for visualisation of events.

keras_example.ipynb

An example of a simple NN in action for interest of the reader.

INSTALLATION AND USAGE ON YEAR 3 LAB MACHINES

Ensure you have approximately 10GB of space on your OneDrive for this method

• Download this repository either via git or by pressing the green "Code" button and then "Download ZIP".
• Download the data required from the above mentioned 'livemanchesterac' link.
• Extract the uboone_lab_student_copy folder into your local OneDrive folder.
• Extract the data.zip folder into uboone_lab_student_copy/data/ folder.
• Begin reading through the rest of the lab script, good luck!