华南理工大学数学学院
工作经历
教育背景
2017.09 - 2022.06 华中科技大学 统计学 理学博士
2013.09 - 2017.06 华中科技大学 统计学 理学学士
随机动力系统、AI for Science、数据驱动建模、科学机器学习
代表论文
[1] Y. Lu*, X. Li, C. Liu, Q. Tang, and Y. Wang. “Structure-aware variational learning of a class of generalized diffusions”, arXiv preprint arXiv:2604.20188, 2026.
[2] Y. Lu, X. Li, C. Liu, Q. Tang, and Y. Wang. “Learning generalized diffusions using an energetic variational approach”, Communications in Computational Physics, 2026, 40(2): 389-412.
[3] Q. Zhang and Y. Lu*. “Entropy production rate and time-reversibility for general jump diffusions on R^n”, Chaos, 2025, 35(10): 103104.
[4] Y. Lu, Z. Wang, and G. Bal. “Mathematical analysis of singularities in the diffusion model under the submanifold assumption”, East Asian Journal on Applied Mathematics, 2025, 15(4): 669-700.
[5] Y. Lu, C. Chen, X. Li, and C. Liu. “Finite difference approximation with ADI scheme for two-dimensional Keller-Segel equations”, Communications in Computational Physics, 2024, 35(5): 1352-1386.
[6] C. Fang, Y. Lu*, T. Gao, and J. Duan. “Reservoir computing with error correction: Long-term behaviors of stochastic dynamical systems”, Physica D, 2023, 456: 133919.
[7] Y. Lu, R. Maulik, T. Gao, F. Dietrich, I. G. Kevrekidis, and J. Duan. “Learning the temporal evolution of multivariate densities via normalizing flows”, Chaos, 2022, 32(3): 033121.
电子邮箱: ylu117@scut.edu.cn
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