Mechanism Learning: Prototype-Anchored Mechanism Inference for Scientific Forecasting

Qian Jiang, Liping Sun

Scientific forecasting typically relies on direct state prediction, an approach that grows brittle under data scarcity, extended horizons, non-stationary dynamics, or high-dimensio…