A Distribution-to-Distribution Neural Probabilistic Forecasting Framework for Dynamical Systems

Tianlin Yang, Hailiang Du, Louis Aslett

Probabilistic forecasting provides a principled framework for uncertainty quantification in dynamical systems by representing predictions as probability distributions rather than d…