Dual-Level Models for Physics-Informed Multi-Step Time Series Forecasting

Mahdi Nasiri, Johanna Kortelainen, Simo Särkkä

This paper develops an approach for multi-step forecasting of dynamical systems by integrating probabilistic input forecasting with physics-informed output prediction. Accurate mul…