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astro-ph.HE2024
The Fastest Path to Discovering the Second Electromagnetic Counterpart to a Gravitational Wave Event
Ved G. Shah, Ryan J. Foley, Gautham Narayan
The discovery of a second electromagnetic counterpart to a gravitational wave event represents a critical goal in the field of multi-messenger astronomy. In order to determine the…
astro-ph.HE2024
Anomaly Detection and Approximate Similarity Searches of Transients in Real-time Data Streams
P. D. Aleo, A. W. Engel, G. Narayan +29
We present LAISS (Lightcurve Anomaly Identification and Similarity Search), an automated pipeline to detect anomalous astrophysical transients in real-time data streams. We deploy…