5 citations · 5 across the 3 of their papers we have counts for
5 papers
Critical Transitions in Interacting Particle Systems: An Onsager-Machlup Action Functional Framework
Jianyu Chen, Ting Gao, Galina Strelkova +1
This paper establishes an indirect approximation theorem for the most probable transition pathway of a stochastic interacting particle system in the mean-field framework. This pape…
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…
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…
Most Probable Transitions from Metastable to Oscillatory Regimes in a Carbon Cycle System
Wei Wei, Jianyu Hu, Jianyu Chen +1
Global climate changes are related to the ocean's store of carbon. We study a carbonate system of the upper ocean, which has metastable and oscillatory regimes, under small random…
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…