7 citations · 32 across the 10 of their papers we have counts for
4 papers · 1 filter
A Data-Driven Approach for Discovering the Most Probable Transition Pathway for a Stochastic Carbon Cycle System
Jianyu Chen, Jianyu Hu, Wei Wei +1
Many natural systems exhibit tipping points where changing environmental conditions spark a sudden shift to a new and sometimes quite different state. Global climate change is ofte…
Nonparametric inference of stochastic differential equations based on the relative entropy rate
Min Dai, Jinqiao Duan, Jianyu Hu +1
The information detection of complex systems from data is currently undergoing a revolution, driven by the emergence of big data and machine learning methodology. Discovering gover…
Transition pathways for a class of high dimensional stochastic dynamical systems with Lévy noise
Jianyu Hu, Jianyu Chen
This work is devoted to deriving the Onsager-Machlup action functional for a class of stochastic differential equations with (non-Gaussian) Lévy process as well as Brownian motion…
Slow manifolds for stochastic systems with non-Gaussian stable Lévy noise
Shenglan Yuan, Jianyu Hu, Xianming Liu +1
This work is concerned with the dynamics of a class of slow-fast stochastic dynamical systems with non-Gaussian stable Lévy noise with a scale parameter. Slow manifolds with expone…