1 citations · 1 across the 3 of their papers we have counts for
3 papers
eess.SY2025
Physics-Informed Adaptive Deep Koopman Operator Modeling for Autonomous Vehicle Dynamics
Jianhua Zhang, Yansong He, Hao Chen
Koopman operator has been recognized as an ongoing data-driven modeling method for vehicle dynamics which lifts the original state space into a high-dimensional linear state space.…
math.DS2022
Mean Li-Yorke chaos along any infinite sequence for infinite-dimensional random dynamical systems
Chunlin Liu, Feng Tan, Jianhua Zhang
In this paper, we study the mean Li-Yorke chaotic phenomenon along any infinite positive integer sequence for infinite-dimensional random dynamical systems. To be precise, we prove…
cs.NE2019★ 1 cited
A general representation of dynamical systems for reservoir computing
Sidney Pontes-Filho, Anis Yazidi, Jianhua Zhang +5
Dynamical systems are capable of performing computation in a reservoir computing paradigm. This paper presents a general representation of these systems as an artificial neural net…