Contact Mengbang Zou
- Email: M.Zou@cranfield.ac.uk
- ORCID
Background
Mengbang Zou received his Ph.D. degree in School of Aerospace, Transport and Manufacture, Cranfield University. Now he is a Research Fellow in 6G Communications and Computing funded by Engineering and Physical Sciences Research Council (EPSRC).
Research opportunities
His research mainly focuses on nonlinear dynamic system, graph theory and machine learning.
Publications
Articles In Journals
- Ning G, Liu Q & Zou M. (2025). A modularity-based improved small-world genetic algorithm for large-scale intercell scheduling with flexible routes. Computers & Operations Research, 177
- Jin B, Zou M, Wei Z & Guo W. (2025). How to find opinion leader on the online social network?. Applied Intelligence, 55(7)
- Zou M, Guo W & Chu K-F. (2024). Rewiring complex networks to achieve cluster synchronization using graph convolution networks with reinforcement learning. IEEE Transactions on Network Science and Engineering, 11(5)
- Perrusquía A, Zou M & Guo W. (2024). Explainable data-driven Q-learning control for a class of discrete-time linear autonomous systems. Information Sciences, 682
- Zou M & Guo W. (2023). Local assortativity affects the synchronizability of scale-free network. IEEE Systems Journal, 17(2)
- Zou M, Zanotti Fragonara L, Qiu S & Guo W. (2023). Uncertainty quantification of multi-scale resilience in networked systems with nonlinear dynamics using arbitrary polynomial chaos. Scientific Reports, 13(1)
- Zong Y, Dai X, Wei Z, Zou M, Guo W, .... (2022). Robust time synchronisation for industrial internet of things by H∞ output feedback control. IEEE Internet of Things Journal, 10(3)
- Zou M & Guo W. (2022). Analysing region of attraction of load balancing on complex network. Journal of Complex Networks, 10(4)
- Moutsinas G, Zou M & Guo W. (2020). Uncertainty of resilience in complex networks with nonlinear dynamics. IEEE Systems Journal, 15(3)
Conference Papers
- Zou M, Perrusquia A & Guo W. (2024). Explaining data-driven control in autonomous systems: a reinforcement learning case study
- Zou M & Guo W. (2024). Cascade network stability of synchronized traffic load balancing with heterogeneous energy efficiency policies
- Zou M & Guo W. (2021). Infection and re-infection: stability of complex air transport network
- Liu J, Liu Q, Xu C, Dong Z & Zou M. (2019). Scheduling of Cellular Manufacturing With Flexible Routes Intercell Moves for Carbon Reduction in a Network Environment