16 citations · 18 across the 3 of their papers we have counts for
3 papers
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…
cond-mat.stat-mech2021★ 2 cited
Investigation on the properties of Sine-Wiener noise and its induced escape in the particular limit case
Jianlong Wang, Xiaolei Leng, Xianbin Liu +1
Sine-Wiener noise is increasingly adopted in realistic stochastic modeling for its bounded nature. However, many features of the SW noise are still unexplored. In this paper, first…
math.ST2020★ 16 cited
Most Probable Dynamics of Stochastic Dynamical Systems with Exponentially Light Jump Fluctuations
Yang Li, Jinqiao Duan, Xianbin Liu +1
The emergence of the exit events from a bounded domain containing a stable fixed point induced by non-Gaussian Lévy fluctuations plays a pivotal role in practical physical systems.…