output
20102026
most citedTFN: An Interpretable Neural Network with Time-Frequency Transform Embedded for Intelligent Fault Diagnosis

209 citations

Showing physics.soc-phShow all

13 papers · 1 filter

physics.soc-ph2025★ 1 cited

The effect of role-based resource allocation on epidemic dynamics

Hao-Xiang Jiang, Chao-Ran Cai, Ji-Qiang Zhang +1

We propose a coupled dynamical model of resource allocation and epidemic spread, inspired by the hierarchical structure of real-world therapeutic resource allocation. In this frame…

physics.soc-ph2024★ 9 cited

Coexistence of positive and negative information in information-epidemic dynamics on multiplex networks

Li-Ying Liu, Chao-Ran Cai, Si-Ping Zhang +1

This paper investigates the coexistence of positive and negative information in the context of information-epidemic dynamics on multiplex networks. In accordance with the tenets of…

physics.soc-ph2024★ 9 cited

The universality of physical images at relative timescales on multiplex networks

Xin Chang, Chao-Ran Cai, Ji-Qiang Zhang +1

The duration of the accumulation rate (physical image) is a key factor in analysis of counterintuitive phenomena involving relative timescales on multiplex networks. Typically, the…

physics.soc-ph2024★ 13 cited

Emergence of anti-coordinated patterns in snowdrift game by reinforcement learning

Zhen-Wei Ding, Ji-Qiang Zhang, Guo-Zhong Zheng +4

Patterns by self-organization in nature have garnered significant interest in a range of disciplines due to their intriguing structures. In the context of the snowdrift game (SDG),…

physics.soc-ph2023★ 6 cited

Optimal coordination of resources: A solution from reinforcement learning

Guozhong Zheng, Weiran Cai, Guanxiao Qi +2

Efficient allocation is important in nature and human society, where individuals frequently compete for limited resources. The Minority Game (MG) is perhaps the simplest toy model…

physics.soc-ph2023★ 24 cited

Emergence of Cooperation in Two-agent Repeated Games with Reinforcement Learning

Zhen-Wei Ding, Guo-Zhong Zheng, Chao-Ran Cai +4

Cooperation is the foundation of ecosystems and the human society, and the reinforcement learning provides crucial insight into the mechanism for its emergence. However, most previ…