A new framework integrates data assimilation and information-theoretic diagnostics to identify latent precursors, pathways, and mechanisms of extreme events in partially observed stochastic dynamical systems.
Can AI weather models predict out-of-distribution gray swan tropical cyclones?Proceedings of the National Academy of Sciences, 122(21):e2420914122
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
math.DS 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Mechanisms and Pathways of Extreme Events in Partially-Observed Stochastic Dynamical Systems
A new framework integrates data assimilation and information-theoretic diagnostics to identify latent precursors, pathways, and mechanisms of extreme events in partially observed stochastic dynamical systems.