48 citations
- University of LjubljanaSI11 papers
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- Inner Mongolia University of Science and TechnologyCN3 papers
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math.DS2019★ 18 cited
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…
math.DS2010
Square-mean almost automorphic solutions for some stochastic differential equations
Miaomiao Fu, Zhenxin Liu
The concept of square-mean almost automorphy for stochastic processes is introduced. The existence and uniqueness of square-mean almost automorphic solutions to some linear and non…