105 citations · 533 across the 41 of their papers we have counts for
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Temperature and Friction Accelerated Sampling of Boltzmann-Gibbs Distribution
Molei Tao, Houman Owhadi, Jerrold E. Marsden
This paper is concerned with tuning friction and temperature in Langevin dynamics for fast sampling from the canonical ensemble. We show that near-optimal acceleration is achieved…
Structure preserving Stochastic Impulse Methods for stiff Langevin systems with a uniform global error of order 1 or 1/2 on position
Molei Tao, Houman Owhadi, Jerrold E. Marsden
Impulse methods are generalized to a family of integrators for Langevin systems with quadratic stiff potentials and arbitrary soft potentials. Uniform error bounds (independent fro…
From efficient symplectic exponentiation of matrices to symplectic integration of high-dimensional Hamiltonian systems with slowly varying quadratic stiff potentials
Molei Tao, Houman Owhadi, Jerrold E. Marsden
We present a multiscale integrator for Hamiltonian systems with slowly varying quadratic stiff potentials that uses coarse timesteps (analogous to what the impulse method uses for…