Author

Suyog Garg

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Preprint Aug 2026

Gravitational-wave parameter estimation with machine-learning generated surrogate waveforms

The worldwide network of gravitational-wave detectors have detected more than 350 binary coalescence events till date. Future third-generation detectors, like Einstein telescope, are expected to detect orders-of-magnitude more signals from sources with more complicated characteristics, including eccentric orbits and hi...

Suyog Garg, K. Cannon · 0 citations

Review Jul 2026

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology I: Literature Review

It is found that while fabricated references make up 3\% of the AI-generated references, 64\% are real papers with at least one incorrect field (title, author, year, journal, DOI, or link), indicating that the mid-2025 models require systematic verification.

Anamaria Hell, Kateryna Vovk, V. Krishnaraj et al. · arXiv.org · 0 citations