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Feature/cyclotron freq recon#215

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juniorpena wants to merge 17 commits into
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feature/cyclotronFreq_recon
Open

Feature/cyclotron freq recon#215
juniorpena wants to merge 17 commits into
developfrom
feature/cyclotronFreq_recon

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KTCavityEventProcessing

  • Processor that takes in KTMultiTrackEventData and outputs KTProcessedCavityEventData
  • Reconstructs axial and cyclotron frequency for all MPTs in a given event
  • Cyclotron frequency reconstruction uses a configurable parameter for band classification of MPTs, more details below

KTProcessedCavityEventData

  • Output data associated to processor

KatydidNoiselessCCAFreqReco.yaml

  • Example Katydid config file used on simulated noiseless CCA data (Row52, State-space model (SSM) dataset) to validate the frequency reconstruction algorithms

Validation

Junior Pena and others added 17 commits September 16, 2025 12:05
…: KTProcessedCavityEventData, KTCavityEventProcessing, and changes to KTROOTTreeTypeWriterEventAnalysis for writing the output to tree files.
…ents and sorts the bands within individual MPTs by order of start frequency.
… need to go back and make 3 band track classification relative NUP threshold a configurable parameter.
…. Getting break segmentation error in root writer, committing changes to see if there was random typo somewhere in writer files.
…urable parameter that is a relative power threshold to distinguish between topological classes of MPTs with 3 bands. This commit commented out writing of axial frequency to root file which caused a segmentation break. I will go back to see where this issue comes from in the next commit.
…ventTree member in constructor. It is working properly now after adding that line.
…AnalyzeEvent function. AnalyzeEvent now reconstructs frequencies for all multi-peak-tracks in an event but only saves the frequencies for the first mpt.
…uencies for all MPTs in event. Included logic in KTCavityEventProcessing to store new data and modified writer to output the new data.
…and classifications) for users to visualize classification after reconstruction and tune 3 band classification parameter accordingly. The new data is stored as flatten vectors, as that was the easiest implementation.
…ct data when only interested in first MPT of event.
Merge develop into feature/cyclotronFreq_recon

Accidentally rebased my local branch when getting ready to open PR.
Created this branch to avoid rewriting remote history in the PR.
Also more accurate naming since the developed processor includes cycl. and ax. freq. reconstruction, not just cycl. freq. reconstruction.
…avityEventProcessing. Also updated logic in 2 band MPT case to correctly classify 2 band MPTs where 2nd order lower sideband was missed.
…less CCA data to validate the axial and cyclotron frequency reconstruction algorithms.
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