1.Sizhe Yang, Xiaoru Sun, Li Jin*, Menghan Zhang*[2024] Inferring language dispersal patterns with velocity  field estimation. Nature Communications,2024,15, Article number: 190 

2.Xinyu Cheng, Dong Li, and Wen Yang* [2024] Localization for general Helmholtz, Journal of Differential Equations, February 26,accepted.

3.Xinyu Cheng, and Jiao Xu* [2024]On the global well-posedness and scattering of the 3D Klein–Gordon–Zakharov system, Calculus of Variations and Partial Differential Equations,accepted.

4.Yunzhang Li*, Xiaolu Tan, Shanjian Tang[2024] Discrete-time Approximation of Stochastic Optimal Control with Partial Observation, SIAM Journal on Control and Optimization,2024, 62(1): 326-350. 

5.Xin Li, Qunxi Zhu*, Chengli Zhao*, Xiaojun Duan, Bolin Zhao, Xue Zhang, Huanfei Ma, Jie Sun, and Wei Lin* [2024] Higher-order Granger reservoir computing: Simultaneously achieving scalable complex structures inference and accurate dynamics prediction, Nature Communications, Feb. 28, accepted.

6.Jingdong Zhang, Qunxi Zhu*, and Wei Lin* [2024]  Learning Hamiltonian neural Koopman operator and simultaneously sustaining and discovering conservation laws, Physical Review Research, Letter, January 25, accepted.

7.Xiaoxiao Peng, Shijie Zhou, Wei Lin*, and Xuerong Mao [2024] Invariance Principles for G-Brownian-Motion-Driven Stochastic Differential Equations and Their Applications to G-Stochastic Control, SIAM Journal on Control and Optimization, January  12, accepted.

8.Min Yan, Can Huang, Peter Bienstman, Peter Tino, Wei Lin, and Jie Sun* [2024] Emerging opportunities and challenges for the future of reservoir computing, Nature Communications, December 5, accepted.

9.Shijie Zhou, Wei Lin*, Xuerong Mao, and Jianhong Wu [2024] Generalized invariance principles for stochastic dynamical systems and their applications, IEEE Transactions on Automatic Control, Regular Paper, published in Early Access-May, 2023, vol. 69, no. 1, pp. 85-99.