Transformers for Dynamical Systems Learn Transfer Operators in-Context

Explore how small two-layer transformers utilize in-context learning and transfer operators to forecast unseen physical dynamical systems without retraining.

Level: advanced

By Anthony Bao, Jeffrey Lai, William Gilpin

Category: research