Tijana Janjić

Uncertainty quantification via conformal prediction in data assimilation

Catherine George, Alireza Javanmardi, Tijana Janjić, Eyke Hüllermeier

Quantifying the evolution of uncertainty is critical to both probabilistic forecasting and data assimilation in numerical weather prediction. In this study, we investigate the applicability of conformal prediction (CP), a recent machine learning (ML) method, to quantify uncertain…Read more