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.
Extreme events in excitable systems and mechanisms of their generation.Physical Review E—Statistical, Non- linear, and Soft Matter Physics, 88(5):052911
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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.