gravitational waves 1high-energy neutrinos 1IceCube 1LIGO-Virgo 1multimessenger searches 1transient analysis 1
From the 1 of 5 linked papers with an AI index.
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astro-ph.IM2026
LIGO A: Detector Design and Science Prospects Beyond A+
L. Sun, K. Kuns, B. J. J. Slagmolen +1153
We present the LIGO A detector concept, an upgrade for the LIGO observatories based on room-temperature interferometers beyond the fifth observing run (O5). Building on th…
astro-ph.IM2024
GWSkyNet II : a refined machine learning pipeline for real-time classification of public gravitational wave alerts
Man Leong Chan, Jess McIver, Ashish Mahabal +12
Electromagnetic follow-up observations of gravitational wave events offer critical insights and provide significant scientific gain from this new class of astrophysical transients.…
astro-ph.IM2024
Real-Time Detection of Unmodelled Gravitational-Wave Transients Using Convolutional Neural Networks
Vasileios Skliris, Michael R. K. Norman, Patrick J. Sutton
Convolutional Neural Networks (CNNs) have demonstrated potential for the real-time analysis of data from gravitational-wave detector networks for the specific case of signals from…