Zhang Chen

Parameter Inversion of High-Dimensional Chaotic Systems Using Neural Ordinary Differential Equations

2024

High-dimensional chaotic systems possess complex structural characteristics, which have potential research value in fields like encrypted communication and chaos control. The inverse problem of parameters in high-dimensional chaotic systems is of significant importance for a …

LWLC-CNN: Ultra-lightweight Network Traffic Classification Algorithm

2024

With the diversification of 5G networks, the accurate classification of network traffic is of great significance to network management and optimization. Based on the study of classical volumes and neural networks, this paper proposes a …