From 75d61b176923cad8084884fcaaa723717fda999c Mon Sep 17 00:00:00 2001 From: Deep Chatterjee Date: Fri, 8 May 2026 04:38:30 -0400 Subject: [PATCH 1/3] update readme with detected events --- README.md | 32 ++++++++++++++++++++++++++++++++ 1 file changed, 32 insertions(+) diff --git a/README.md b/README.md index c82aa9293..fdc176fb5 100644 --- a/README.md +++ b/README.md @@ -4,3 +4,35 @@ See our [documentation](https://ml4gw-aframe.readthedocs.io/en/latest/index.html Please cite ["A machine-learning pipeline for real-time detection of gravitational waves from compact binary coalescences"](https://arxiv.org/abs/2403.18661) if you use `Aframe` software in your work. + +## Aframe GW Event Candidates in O4 + +Aframe was deployed live on the LVK O4 data. The following are the events detected by Aframe. + +## Aframe GW Event Candidates - GCN Circulars + +| Event ID | GCN Circular | Month | +|----------|-------------|-------| +| [S251117dq](https://gracedb.ligo.org/superevents/S251117dq/view/) | [42727](https://gcn.nasa.gov/circulars/42727) | Nov 2025 | +| [S251116en](https://gracedb.ligo.org/superevents/S251116en/view/) | [42708](https://gcn.nasa.gov/circulars/42708) | Nov 2025 | +| [S251108fi](https://gracedb.ligo.org/superevents/S251108fi/view/) | [42624](https://gcn.nasa.gov/circulars/42624) | Nov 2025 | +| [S251108dn](https://gracedb.ligo.org/superevents/S251108dn/view/) | [42619](https://gcn.nasa.gov/circulars/42619) | Nov 2025 | +| [S251105aj](https://gracedb.ligo.org/superevents/S251105aj/view/) | [42587](https://gcn.nasa.gov/circulars/42587) | Nov 2025 | +| [S251103f](https://gracedb.ligo.org/superevents/S251103f/view/) | [42564](https://gcn.nasa.gov/circulars/42564) | Nov 2025 | +| [S251031cq](https://gracedb.ligo.org/superevents/S251031cq/view/) | [42529](https://gcn.nasa.gov/circulars/42529) | Oct 2025 | +| [S251026bn](https://gracedb.ligo.org/superevents/S251026bn/view/) | [42462](https://gcn.nasa.gov/circulars/42462) | Oct 2025 | +| [S251021u](https://gracedb.ligo.org/superevents/S251021u/view/) | [42373](https://gcn.nasa.gov/circulars/42373) | Oct 2025 | +| [S251018bi](https://gracedb.ligo.org/superevents/S251018bi/view/) | [42357](https://gcn.nasa.gov/circulars/42357) | Oct 2025 | +| [S251014cn](https://gracedb.ligo.org/superevents/S251014cn/view/) | [42255](https://gcn.nasa.gov/circulars/42255) | Oct 2025 | +| [S251013x](https://gracedb.ligo.org/superevents/S251013x/view/) | [42212](https://gcn.nasa.gov/circulars/42212) | Oct 2025 | +| [S251006dd](https://gracedb.ligo.org/superevents/S251006dd/view/) | [42134](https://gcn.nasa.gov/circulars/42134) | Oct 2025 | +| [S250929c](https://gracedb.ligo.org/superevents/S250929c/view/) | [42023](https://gcn.nasa.gov/circulars/42023) | Sep 2025 | +| [S250927cy](https://gracedb.ligo.org/superevents/S250927cy/view/) | [42016](https://gcn.nasa.gov/circulars/42016) | Sep 2025 | +| [S250927ck](https://gracedb.ligo.org/superevents/S250927ck/view/) | [42015](https://gcn.nasa.gov/circulars/42015) | Sep 2025 | +| [S250911ac](https://gracedb.ligo.org/superevents/S250911ac/view/) | [41786](https://gcn.nasa.gov/circulars/41786) | Sep 2025 | +| [S250904cv](https://gracedb.ligo.org/superevents/S250904cv/view/) | [41700](https://gcn.nasa.gov/circulars/41700) | Sep 2025 | +| [S250904br](https://gracedb.ligo.org/superevents/S250904br/view/) | [41692](https://gcn.nasa.gov/circulars/41692) | Sep 2025 | +| [S250904ae](https://gracedb.ligo.org/superevents/S250904ae/view/) | [41689](https://gcn.nasa.gov/circulars/41689) | Sep 2025 | +| [S250901cb](https://gracedb.ligo.org/superevents/S250901cb/view/) | [41638](https://gcn.nasa.gov/circulars/41638) | Sep 2025 | +| [S250830bp](https://gracedb.ligo.org/superevents/S250830bp/view/) | [41606](https://gcn.nasa.gov/circulars/41606) | Aug 2025 | +| [S250830m](https://gracedb.ligo.org/superevents/S250830m/view/) | [41601](https://gcn.nasa.gov/circulars/41601) | Aug 2025 | \ No newline at end of file From 23e8e56ade8113b4af3260449a10767438f974d7 Mon Sep 17 00:00:00 2001 From: Deep Chatterjee Date: Fri, 8 May 2026 04:40:46 -0400 Subject: [PATCH 2/3] Apply suggestions from code review Co-authored-by: Deep Chatterjee --- README.md | 6 +----- 1 file changed, 1 insertion(+), 5 deletions(-) diff --git a/README.md b/README.md index fdc176fb5..450f92dd6 100644 --- a/README.md +++ b/README.md @@ -5,11 +5,7 @@ See our [documentation](https://ml4gw-aframe.readthedocs.io/en/latest/index.html Please cite ["A machine-learning pipeline for real-time detection of gravitational waves from compact binary coalescences"](https://arxiv.org/abs/2403.18661) if you use `Aframe` software in your work. -## Aframe GW Event Candidates in O4 - -Aframe was deployed live on the LVK O4 data. The following are the events detected by Aframe. - -## Aframe GW Event Candidates - GCN Circulars +## Aframe GW Event Candidates in O4 - GCN Circulars | Event ID | GCN Circular | Month | |----------|-------------|-------| From 95063a992fc344fb0639247029983dfa4673cde1 Mon Sep 17 00:00:00 2001 From: Deep Chatterjee Date: Fri, 8 May 2026 04:44:07 -0400 Subject: [PATCH 3/3] lint --- README.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 450f92dd6..870a012c3 100644 --- a/README.md +++ b/README.md @@ -7,6 +7,8 @@ if you use `Aframe` software in your work. ## Aframe GW Event Candidates in O4 - GCN Circulars +Aframe was deployed on the live LVK data analysis in the end of August 2025. The following events were detected. + | Event ID | GCN Circular | Month | |----------|-------------|-------| | [S251117dq](https://gracedb.ligo.org/superevents/S251117dq/view/) | [42727](https://gcn.nasa.gov/circulars/42727) | Nov 2025 | @@ -31,4 +33,4 @@ if you use `Aframe` software in your work. | [S250904ae](https://gracedb.ligo.org/superevents/S250904ae/view/) | [41689](https://gcn.nasa.gov/circulars/41689) | Sep 2025 | | [S250901cb](https://gracedb.ligo.org/superevents/S250901cb/view/) | [41638](https://gcn.nasa.gov/circulars/41638) | Sep 2025 | | [S250830bp](https://gracedb.ligo.org/superevents/S250830bp/view/) | [41606](https://gcn.nasa.gov/circulars/41606) | Aug 2025 | -| [S250830m](https://gracedb.ligo.org/superevents/S250830m/view/) | [41601](https://gcn.nasa.gov/circulars/41601) | Aug 2025 | \ No newline at end of file +| [S250830m](https://gracedb.ligo.org/superevents/S250830m/view/) | [41601](https://gcn.nasa.gov/circulars/41601) | Aug 2025 |