182 citations · 1.5k across the 227 of their papers we have counts for
6 papers · 2 filters
Maximal Likely Phase Lines for a Reduced Ice Growth Model
Athanasios Tsiairis, Pingyuan Wei, Ying Chao +1
We study the impact of Brownian noise on transitions between metastable equilibrium states in a stochastic ice sheet model. Two methods to accomplish different objectives are emplo…
Effective reduction of a three-dimensional circadian oscillator model
Shuang Chen, Jinqiao Duan, Ji Li
We investigate the dynamics of a three-dimensional system modeling a molecular mechanism for the circadian rhythm in Drosophila. We first prove the existence of a compact attractor…
On Relative Category and Morse Decompositions for Infinite-Dimensional Dynamical Systems
Jintao Wang, Desheng Li
We employ the relative category to develop relations between the Ważewski pair and the Morse decomposition of the maximal invariant set in $\ol{N\sm E}$ for infinite-dimens…
Discovering mean residence time and escape probability from data of stochastic dynamical systems
Dengfeng Wu, Miaomiao Fu, Jinqiao Duan
We present a method to learn mean residence time and escape probability from data modeled by stochastic differential equations. This method is a combination of machine learning fro…
Action functionals for stochastic differential equations with Lévy noise
Shenglan Yuan, Jinqiao Duan
By using large deviation theory that deals with the decay of probabilities of rare events on an exponential scale, we study the longtime behaviors and establish action functionals…
State transitions in the Morris-Lecar model under stable Lévy noise
Rui Cai, Yancai Liu, Jinqiao Duan +1
This paper considers the state transition of the stochastic Morris-Lecar neuronal model driven by symmetric -stable Lévy noise. The considered system is bistable: a stable fixed…