22 citations · 25 across the 7 of their papers we have counts for
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math.OC2020★ 22 cited
Transition path theory for Langevin dynamics on manifold: optimal control and data-driven solver
Yuan Gao, Tiejun Li, Xiaoguang Li +1
We present a data-driven point of view for rare events, which represent conformational transitions in biochemical reactions modeled by over-damped Langevin dynamics on manifolds in…
math.PR2020
The Graph Limit of The Minimizer of The Onsager-Machlup Functional and Its Computation
Qiang Du, Tiejun Li, Xiaoguang Li +1
The Onsager-Machlup (OM) functional is well-known for characterizing the most probable transition path of a diffusion process with non-vanishing noise. However, it suffers from a n…