GW-Eyes is a new LLM-powered agent framework that autonomously associates gravitational-wave events with electromagnetic counterparts by integrating specialized tools and supporting natural-language interaction.
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astro-ph.IM 3years
2026 3verdicts
UNVERDICTED 3representative citing papers
PDRS is an O(N) algorithm for identifying high-activity regions in time series by seeding at local maxima and using gradient-aware search, achieving performance comparable to Bayesian Blocks.
A modular framework combining physics-informed neural networks, Ornstein-Uhlenbeck fitting, extreme value theory, and vision-language models detects 51 transient flares in 9,258 SDSS Stripe 82 quasar light curves.
citing papers explorer
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An agentic framework for gravitational-wave counterpart association in the multi-messenger era
GW-Eyes is a new LLM-powered agent framework that autonomously associates gravitational-wave events with electromagnetic counterparts by integrating specialized tools and supporting natural-language interaction.
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PDRS : A Linear $\mathcal{O}(N)$ Algorithm for Segmentation of High-Activity Regions in Irregularly Sampled Time Series
PDRS is an O(N) algorithm for identifying high-activity regions in time series by seeding at local maxima and using gradient-aware search, achieving performance comparable to Bayesian Blocks.
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A Statistical-AI Framework for Detecting Transient Flares in SDSS Stripe 82 Quasar Light Curves
A modular framework combining physics-informed neural networks, Ornstein-Uhlenbeck fitting, extreme value theory, and vision-language models detects 51 transient flares in 9,258 SDSS Stripe 82 quasar light curves.