77 citations · 214 across the 11 of their papers we have counts for
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stat.ML2023
Computing large deviation prefactors of stochastic dynamical systems based on machine learning
Yang Li, Shenglan Yuan, Linghongzhi Lu +1
In this paper, we present large deviation theory that characterizes the exponential estimate for rare events of stochastic dynamical systems in the limit of weak noise. We aim to c…
math.OC2023
Detecting the Most Probable High Dimensional Transition Pathway Based on Optimal Control Theory
Jianyu Chen, Ting Gao, Yang Li +1
Many natural systems exhibit phase transition where external environmental conditions spark a shift to a new and sometimes quite different state. Therefore, detecting the behavior…