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Preprint Sep 2026

A Multi-Mission Detection Framework for High-Energy Transients: Application to a 13-year Fermi/GBM and Swift/BAT Sample

The detection of faint high-energy transients is becoming increasingly important in time-domain and multi-messenger astronomy, particularly for identifying electromagnetic counterparts to binary neutron star mergers, high-energy neutrino events, and other weak transient phenomena. At present, the sensitivity of gamma-r...

Ariel Perera, B. Zackay, T. Venumadhav · 1 citation

Discovery of Interpretable Surrogates via Agentic AI: Application to Gravitational Waves

GWAgent, a large language model (LLM)-based workflow that constructs interpretable analytic surrogates directly from simulation data, shows that validation-constrained agentic workflows can produce accurate, fast, and interpretable surrogates for scientific simulations and inference.

Tousif Islam, D. Wadekar, T. Venumadhav et al. · 4 citations

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