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algebraic models. When the system is symplectic (1) implies that the centre Lyapunov exponents are non-zero, and thus the system is (non-uniformly) hyperbolic. 2. On multilevel Monte Carlo methods for deterministic and uncertain hyperbolic systems(arXiv) Author : Junpeng Hu, Shi Jin, Jinglai Li,