New first- and second-order transport-diffusion dynamics with deterministic alternating shear flows converge to a given Gibbs measure at an enhanced O(ν^{1/2}) rate, faster than classical Langevin sampling at O(ν).
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Sampling and Optimization meet Enhanced Flows
New first- and second-order transport-diffusion dynamics with deterministic alternating shear flows converge to a given Gibbs measure at an enhanced O(ν^{1/2}) rate, faster than classical Langevin sampling at O(ν).