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Ensure modularity of PF Reconstruction #1632

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ruse-traveler opened this issue Oct 14, 2024 · 1 comment
Open

Ensure modularity of PF Reconstruction #1632

ruse-traveler opened this issue Oct 14, 2024 · 1 comment
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@ruse-traveler
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ruse-traveler commented Oct 14, 2024

In implementing a baseline PF routine (c.f. #900 ), we should take care to ensure the modularity of the overall routine. The WIP that was started in #1186 risked becoming monolithic, but could be reworked to be modular.

A possible approach:
This was discussed during the July 2024 UGM e-Finder/Holistic Reco Workfest (see the summary talk here), and there it was suggested that we can conceptualize PF in 3 stages:

  1. Connection: where associated tracks, clusters, and PID hypotheses are identified and bundled together;
  2. Arbitration: where these associated objects are reworked and distilled into particle candidates; and
  3. Regression: where the particle candidates are converted into reconstructed particles.

Additional context
This falls into the Reconstruction WG's eID/PFA development program

@ruse-traveler
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Associated PRs:

  1. Connection: could extend work from Add Track-Based Cluster Merging Algorithm #1406 to partially address this.
  2. Arbitration:
  3. Regression: TBD

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