System-Anchored Knee Estimation for Low-Cost Context Window Selection in PDE Forecasting

Wenshuo Wang, Fan Zhang

Autoregressive neural PDE simulators predict the evolution of physical fields one step at a time from a finite history, but low-cost context-window selection for such simulators re…