Text-Trained LLMs Can Zero-Shot Extrapolate PDE Dynamics, Revealing a Three-Stage In-Context Learning Mechanism
Jiajun Bao, Nicolas Boullé, Toni J.B. Liu, Raphaël Sarfati, and Christopher J. Earls
ICLR 2026 Workshop on AI & PDE – Oral (5.4% oral acceptance rate), 2026