尹宇航，男，1997年，博士，中央民族大学理学院数学系讲师。
邮箱：202501039@muc.edu.cn
地址： 北京市海淀区中关村南大街27号中央民族大学理学院理工楼806-1
教育与工作经历
2015.09-2019.07 北京交通大学理学院， 学士
2019.09-2020.09 北京交通大学理学院， 硕士 (硕博连读)
2020.09-2025.04 北京交通大学数学与统计学院， 博士
2025.09-至今 中央民族大学理学院， 讲师
研究方向
主要从事非线性系统模型与理论、人工智能应用等多学科方向交叉融合研究：复杂系统动力学分析、物理信息深度学习、道路交通时空预测。
(1)交通流理论、基于数据驱动的道路交通时空特性分析与智能交通系统的协同和优化。第一作者发表论文于IEEE Transactions on Intelligent Vehicles、Transportmetrica A、Physica A。
(2)AI4Science：先进神经网络模型的科学原理与应用，基于物理信息神经网络的微分方程正反问题研究。第一作者发表论文于Communications in Nonlinear Science and Numerical Simulation、Chaos, Solitons and Fractals。
(3)非线性系统理论、孤子与可积系统。第一作者发表论文于Nonlinear Dynamics、Computers and mathematics with applications、Chinese Physics B。
发表论文
【1】Yuhang Yin, Xing Lü, Shukai Li, Lixing Yang, Ziyou Gao, Graph representation learning in the ITS: Car-following informed spatiotemporal network for vehicle trajectory predictions, IEEE Transactions on Intelligent Vehicles 10(4), 2025.
【2】Yuhang Yin, Xing Lü, Multi-parallelized PINNs for the inverse problem study of NLS typed equations in optical fiber communications: Discovery on diverse high-order terms and variable coefficients, Chaos, Solitons and Fractals 181, 114595, 2024.
【3】Yuhang Yin, Xing Lü, Shukai Li, Lixing Yang, Ziyou Gao, Car-following informed neural networks for real-time vehicle trajectory imputation and prediction, Transportmetrica A: Transport Science, 2024.
【4】Yuhang Yin, Xing Lü, Rui Jiang, Bin Jia, Ziyou Gao, Kinetic analysis and numerical tests of an adaptive car-following model for real-time traffic in ITS, Physica A 635, 129494, 2024.
【5】Yuhang Yin, Xing Lü, Dynamic analysis on optical pulses via modified PINNs: Soliton solutions, rogue waves and parameter discovery of the CQ-NLSE, Communications in Nonlinear Science and Numerical Simulation 126, 107441, 2023.
【6】Yuhang Yin, Xing Lü, Wenxiu Ma, Bäcklund transformation, exact solutions and diverse interaction phenomena to a (3+1)-dimensional nonlinear evolution equation, Nonlinear Dynamics 108, 4181-4194, 2022.
【7】Yuhang Yin, Sijia Chen, Xing Lü, Localized characteristics of lump and interaction solutions to two extended Jimbo–Miwa equations, Chinese Physics B 29(12), 120502, 2020.
【8】Yuhang Yin, Wenxiu Ma, Jianguo Liu, Xing Lü, Diversity of exact solutions to a (3+1)-dimensional nonlinear evolution equation and its reduction, Computers and Mathematics with Applications 76, 1275-1283, 2018.
