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Update Result Review O4a
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Feb 12, 2024
by
Srashti Goyal
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Result-Review-O4a.md
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@@ -192,7 +192,7 @@ The review call happen on Wednesdays 1 PM CEST/ 4:30 PM IST virtual IFPA room: h
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We also discussed the possibility of methods paper and having real noise MDC for the ongoing efforts.
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We also discussed the data preparation for O4, using the CBCflow and which skymaps to use.
## Action items
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Action items
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[x] Write data download and preparation scripts.
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We are inclining towards using uniform pop-trained machine for the production
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We also discussed lensingflow integration and the possibility of Asimov.
## Action items
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Action items
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[x] Gather and organise the results.
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[x] Generate 2 detector skymaps + QTs.
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@@ -216,7 +216,7 @@ The review call happen on Wednesdays 1 PM CEST/ 4:30 PM IST virtual IFPA room: h
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We went through the first set of preliminary results of lensid for O4a events.
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We also discussed lensingflow integration and the possibility of Asimov.
## Action items
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Action items
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[x] Make lensid compatible with a single pair, with the config file.
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[x] FAP computation implemented
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@@ -228,7 +228,7 @@ The review call happen on Wednesdays 1 PM CEST/ 4:30 PM IST virtual IFPA room: h
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We saw a couple of pairs that seem significant with LensID preliminary results. Some of them have bad skymap. needs fixing.
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We also discussed about the real noise injections, think it might be good to start working towards it.
## Action items
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Action items
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[x] Start working on automation and CBCFlow integration.
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## Action items
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[ ] Plot ROCs varying the SNRs, chirp masses etc.
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[ ] Update the result review page with the new scripts.
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[x] Update the result review page with the new scripts.
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[ ] Train a final ML while optimising.
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[ ] Note the changes in the reviewed code.
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[x] Note the changes in the reviewed code.
## 26 January 2024
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We discussed the doubts of JR for PSDs and using threads.
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We think documenting the population stuff and 2 v/s 3 det stuff would be useful for the future.
## 12 February 2024
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We discussed the first preliminary results for O4a: 94/3486 pairs have FPP < 0.01 threshold.
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Visual investigations and how the events are being passed on need to be fixed. Especially for m2<5Msun events which LensID doesn't consider.
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We discussed the configuration file and things that need to be finally reviewed.
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We also discussed the subthreshold events workflow and how to go about it.
### Action items
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[ ] Train a final ML and background while optimising.
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[ ] Fix versions for lensingflow integration.
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[ ] Write scripts for investigating the pairs, along with calculating rapid stats.
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[ ] Check 3 events with exceptionally low FPPs. Seems like a bug.
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[ ] Check event with the missing skymap.
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[ ] Compare results with other pipelines.
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