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math.ST2021★ 27 cited
Extracting Governing Laws from Sample Path Data of Non-Gaussian Stochastic Dynamical Systems
Yang Li, Jinqiao Duan
Advances in data science are leading to new progresses in the analysis and understanding of complex dynamics for systems with experimental and observational data. With numerous phy…
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.…