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Update Result Review O4a authored by Srashti Goyal's avatar Srashti Goyal
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Result-Review-O4a.md
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...@@ -55,64 +55,11 @@ ML Models: ...@@ -55,64 +55,11 @@ ML Models:
O4a Predictions: O4a Predictions:
<table> | File(s) | Short description | Status | Comment | Git hash | Sign-off |
<tr> |---------|-------------------|--------|---------|----------|----------|
<th>File(s)</th> | [Config](https://git.ligo.org/srashti.goyal/alensidforlensingflow/-/blob/main/Examples/SimpleExample/config_o4a.yaml) | ML models and config for production runs | Reviewed | | \-------------- | :heavy_check_mark: :heavy_check_mark: |
<th>Short description</th> | [O4a Production Run](https://ldas-jobs.ligo.caltech.edu/~srashti.goyal/lensid_runs/O4a_alensid/result/) | ML Production run on CIT | Reviewed | | \-------------- | :heavy_check_mark: :heavy_check_mark: |
<th>Status</th> | [investigations_visualisations.html](https://ldas-jobs.ligo.caltech.edu/~srashti.goyal/investigations_lensidO4a.html) | ML pipeline run through a notebook with Investigations/Eyeballing pairs and comparing the performances with the other pipelines | Done | | \-------------- | |
<th>Comment</th>
<th>Git hash</th>
<th>Sign-off</th>
</tr>
<tr>
<td>
[Config](https://git.ligo.org/srashti.goyal/alensidforlensingflow/-/blob/main/Examples/SimpleExample/config_o4a.yaml)
</td>
<td>ML models and config for production runs</td>
<td>Reviewed</td>
<td></td>
<td>
\--------------
</td>
<td>
:heavy_check_mark: :heavy_check_mark:
</td>
</tr>
<tr>
<td>
[O4a Production Run](https://ldas-jobs.ligo.caltech.edu/~srashti.goyal/lensid_runs/O4a_alensid/result/)
</td>
<td>ML Production run on CIT</td>
<td>Reviewed</td>
<td></td>
<td>
\--------------
</td>
<td>
:heavy_check_mark: :heavy_check_mark:
</td>
</tr>
<tr>
<td>
[investigations_visualisations.html](https://ldas-jobs.ligo.caltech.edu/~srashti.goyal/investigations_lensidO4a.html)
</td>
<td>ML pipeline run through a notebook with Investigations/Eyeballing pairs and comparing the performances with the other pipelines</td>
<td>Done</td>
<td></td>
<td>
\--------------
</td>
<td></td>
</tr>
</table>
Publication results: Publication results:
...@@ -197,7 +144,7 @@ The review call happens on Wednesdays 1 PM CEST/ 4:30 PM IST virtual IFPA room: ...@@ -197,7 +144,7 @@ The review call happens on Wednesdays 1 PM CEST/ 4:30 PM IST virtual IFPA room:
## 8 November 2023 ## 8 November 2023
* We discussed the integration of lensid with the lensing flow and visited the new package: https://git.ligo.org/srashti.goyal/alensidforlensingflow * We discussed the integration of lensid with the lensing flow and visited the new package: https://git.ligo.org/srashti.goyal/alensidforlensingflow
* JR suggested to use O4a real noise PSDs for the training and testing of the final ML model for the production runs. (detchar)\[https://ldas-jobs.ligo-wa.caltech.edu/~detchar/summary\\\\\\\\\] * JR suggested to use O4a real noise PSDs for the training and testing of the final ML model for the production runs. (detchar)\[https://ldas-jobs.ligo-wa.caltech.edu/~detchar/summary\\\\\\\\\\]
* We are still unsure about the inclusion of the population and the time delay lensing priors for the follow-up strategy. * We are still unsure about the inclusion of the population and the time delay lensing priors for the follow-up strategy.
## Action items ## Action items
...@@ -277,4 +224,27 @@ We also want to prepare a document to quantify all the things. One main issue is ...@@ -277,4 +224,27 @@ We also want to prepare a document to quantify all the things. One main issue is
### Action items ### Action items
* [x] Prepare the scripts for result review. * [x] Prepare the scripts for result review.
* [x] Train a final ML and background while optimising. * [x] Train a final ML and background while optimising.
## 22 May 2025
* We re-collected the LensID workflow, results and review items
* The result review page was updated with final scripts and configurations.
### Action items
* [x] Prepare the final scripts for result review.
* [x] JR and Soraubh will go throught the review materials.
## 27 May 2025
* We discussed various comments of JR and Sourabh on the review materials.
* Many items were signed off.
* Results were finalised.
### Action items
* [x] Address comments and concerns of JR and Sourabh
* [ ] JR & Sourabh will prepare the final review statement.
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