Publications

Yiting Duan, Yi Guo, Jack Yang, Ming Yin (2025). Causal discovery in symmetric dynamic systems with convergent cross mapping. Chaos: An Interdisciplinary Journal of Nonlinear Science.

Guangtao Zhang, Yiting Duan, Guanyu Pan, Qijing Chen, Huiyu Yang, Zhikun Zhang (2025). Data-driven discovery of state-changes in underlying system from hidden change-points in partial differential equations with spatiotemporal varying coefficients. Journal of Computational and Applied Mathematics.

Zhikun Zhang, Yiting Duan, Xiangjun Wang, Mingyuan Zhang (2025). Machine learning for complex systems with abnormal pattern by exception maximization outlier detection. Chaos: An Interdisciplinary Journal of Nonlinear Science.