Rigorous Analysis of the Superiority of Stochastic Symplectic Methods over Non-Symplectic Counterparts via the Law of Iterated Logarithm

Stochastic symplectic methods asymptotically preserve the law of iterated logarithm of the exact solution of linear stochastic Hamiltonian systems, but non-symplectic methods do not.