Stochasticity and probabilistic trajectory scoring are essential for data-driven closures of chaotic systems

Martin Thomas Brolly

Coarse-grained models of chaotic systems neglect unresolved degrees of freedom, inducing structured model error that limits predictability and distorts long-term statistics. Typica…