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研究方向:随机动力系统,机器学习

发表论文:

[1] Feng L, Gao T, Dai M, Duan J. Learning effective dynamics from data-driven stochastic systems. Chaos: An Interdisciplinary Journal of Nonlinear Science, 33(4): 043131, 2023.

[2] Feng L, Gao T, Xiao W, Duan J. Early warning indicators via latent stochastic dynamical systems. Chaos: An Interdisciplinary Journal of Nonlinear Science, 34(3): 031101, 2024.

[3] Feng L, Gao T, Li T, Lin Z, Liu X. Approximations of Lévy processes by integrated fast oscillating Ornstein-Uhlenbeck processes. Stochastics and Dynamics, 23(08): 2340005, 2023.

[4] Xiao W, Feng L, Yang F, Liu K, Zhao M. An eigenvalue problem for self-similar patterns in Hele-Shaw flows. Physica D: Nonlinear Phenomena, 469: 134319, 2024.

[5] Feng L, Liu X. On Smooth Approximation of Lévy Processes in Skorokhod Space. Stochastic PDEs and Modelling of Multiscale Complex System,167-175, 2019.