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

Tianlin Yang, Hailiang Du, Louis Aslett

Probabilistic forecasts provide a principled representation of forecast uncertainty through predictive distributions. Directly propagating predictive distributions with conventiona…