Trackersoftwarereview-mtg7 » History » Version 1
Rajaram, Durga, 22 August 2017 02:12
h1. Tracker Software Review: Meeting 7
# *Introduction* - K. Long
# *Actions from previous meetings*
### AD: Compare data/MC efficiencies for 8681
### AD: Optimize Chi2 cut for “MINUIT” variant
### AD: Show distributions with sign per station per tracker
### AD: Show individual residual distributions to understand details - is the station 1 distribution a binning artifact or a constraint from the fit?
### AD, CH: Check and implement MCS errors
### AD: Plot chisq per dof for 'perfect' events
### Define multi-track requirements
* *Track fit*:
### Repeat study that was done to investigate whether field integration (e.g. using Runge Kutta) is required to compensate for magnetic field non-uniformity
### Make study of magnetic-field alignment with a view to establishing whether the present algorithm is sufficiently insensitive to reasonable assumptions of maximum field-misalignment
### Study p-value: split up contributions to p-value shape using MC and study shape in data, e.g. is there an error in the resolution per plane, handling of MCS, handing of energy loss, b field..
* *Tracker, MC*:
## MU/EO: Understand reasons for shape of hits-per-station histogram - low-level
## PK: Check dead channel & noise handling in MC.
## Tracker group: Summarize, show what has been studied so far for systematics (alignment, scattering, energy loss, field uniformity, etc).
# *Report on actions: Pattern recognition*: A. Dobbs
# *Report on actions: Track fit*: C. Hunt
# *Next Steps for review*
h2. Dial-in information
h2. Attendance: KL, CR, PK, AD, CH, MU, DR
h2. Notes from Meeting 5: Aug 16, 2017:
* AD: Compare data/MC efficiencies for 8681
** done. 8681, 2.8.5 MC reprocessed with 2.9.1-PatRec,Kalman -- results consistent with 2.9.1 reco
** Illustrative plots added
* AD: Optimize Chi2 cut for “MINUIT” variant
** pushing cuts lower gives higher efficiencies, though purity may be an issue. Noted that critical parameter is efficiency
** Q: how loose should the LSQ cuts be? AD points to loosest cut in table from previous meeting.
* AD: Show residual distributions with sign per station per tracker
** sent to email list, added to meeting wiki
* AD: Plot chisq per dof for 'perfect’ events
* Define multi-track requirements
— stands. Need discussion and inputs on how to define
* Adding errors:
** for circle fit: suggestion is to define a mean error and apply to every station rather than station-by-station errors.
** Q: how to define mean error? based on the geometric mean of the errors?
** Q: does taking the chi^2/mean_error^2 bias the pr fit?
** errors on the resulting circle fit parameters will feed into the longitudinal fit
* Discussion about aperture cut
** CR notes that aperture cut should be standardized. AD notes that the cut in PR is loose -- 150.
** PK suggests a flag to indicate if track passed or failed an aperture cut
** All agree that fiducial cut should be standardized,
** Q: does the current aperture cut throw out any potential tracks? If it does, cut should be loosened, but consensus seems to be that tracking should not do any "analysis-style" cuts but rather optimize track-finding.
* Effect of magnetic field non-uniformity, alignment on track fit -- CH had issues reading mag field map from Joe Langland's program. CH will check against comsol map for 7469.