Neutron-Calibration-in-DUNE / ArrakisND

Arrakis module for the near detector data.
GNU General Public License v3.0
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Labeling Logic: Have a robust labeling logic for both charge and light information which can be tested against standard plots, analysis using some CI scripts within ArrakisND. #9

Closed infophysics closed 3 months ago

infophysics commented 9 months ago

The ArrakisND package should have some associated scripts which run on a standard dataset and produce statistics that can be checked whenever changes are made.

infophysics commented 9 months ago

From the G4 documentation, here are some of the subprocess types that are of interest

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infophysics commented 9 months ago

The labeling scheme is currently the following:

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infophysics commented 8 months ago

Labels seem to be in a good place. There is some clean up that is needed, but overall things look good.

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infophysics commented 7 months ago

Need to add more parameters for deltas and showers. Currently we put a threshold on the shower energy, but we also need a threshold on individual gamma comptons, and whether they should be labeled as blip or shower. Also, there are conversions that have comptons around or right next to them. These should be lumped into the conversion, rather than labeled as separate comptons. Some thresholding for distance/num_points should be implemented for each conversion track id.

Perhaps the best way to break this down is by looping over the track ids for conversions/comptons, and then deciding how to lump things from there.