#artificial intelligence
May 2026
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.
· arXiv.org · 4 citations