Rui Yingxu

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芮迎旭,硕士生导师,工学博士,毕业于北京航空航天大学交通运输规划与管理专业,澳大利亚莫纳什大学联合培养博士(CSC),现为浙江师范大学工学院专任教师。近年来参与国家自然科学基金面上项目一项;已发表SCI论文10篇,其中一区2篇、二区5篇、三区3篇,以第一作者/通讯作者在Simulation Modelling Practice and TheoryPhysica A Statistical Mechanics and its Applications等交通领域国际权威SCI期刊发表论文。担任Simulation Modelling Practice and TheoryPhysica A Statistical Mechanics and its Applications、Journal of Advanced Transportation等国际权威SCI期刊审稿人。研究方向:数据驱动下异质交通流建模、基于逆强化学习的微观交通行为。


发表论文:

1. Rui Y X, Sijia Li, Peng Mei, Peng Liao, Jian Zhang, Tao Wang. An extended social force model incorporating group attraction for bicycle group dynamics: Simulation and experimental validation. Simulation Modelling Practice and Theory, Volume 149, 2026, 103273. (SCI 1区)

2. Rui Y X, Shi J, Mao C, et al. Mining Asymmetric Traffic Behavior at Signalized Intersections Using a Cellular Automaton Framework[J]. Symmetry, 2025, 17(8): 1328.(SCI 2区)

3. Shi J, Ruan S, Tao Y, Rui Y X*, et al. Improved YOLO algorithm based on multi-scale object detection in haze weather scenarios[J]. Chain, 2025. (中国卓越期刊)

4. Rui Y X, Shi J Q, Liao P, et al. An extended cellular automation model for bicycles with group and retrograde behaviors at signalized intersections[J]. Simulation Modelling Practice and Theory, 2024, 136: 103004. (SCI 1区)

5. Rui Y XTang T Q, Zhang J. An Improved Social Force Model for Bicycle Flow in Groups[J]. Journal of Advanced Transportation, 2021, 2021. (SCI 3区)

6. Tang T Q, Rui Y X, Zhang J, et al. Impacts of group behavior on bicycle flow at a signalized intersection[J]. Physica A: Statistical Mechanics and its Applications, 2018, 512: 1205-1215. (SCI 2区)

7. Tang T Q, Rui Y X, Zhang J, et al. A cellular automation model accounting for bicycles group behavior[J]. Physica A: Statistical Mechanics and Its Applications, 2018, 492: 1782-1797. (SCI 2区)

8. Ou H, Tang T Q, Rui Y X, et al. Electric bicycle management and control at a signalized intersection[J]. Physica A: Statistical Mechanics and its Applications, 2018, 512: 1000-1008.  (SCI 2区)

9. Ou H, Tang T Q, Rui Y X, et al. Modeling electric bicycle’s abnormal behavior at a signalized intersection[J]. Physica A: Statistical Mechanics and its Applications, 2018, 511: 218-231.  (SCI 2区)

10. 芮迎旭, 唐铁桥. 同时考虑结伴行为和逆行行为的自行车流元胞自动机模型[J]. 山东科学, 2022, 35(2): 79-88.  (核心)


发明专利:

1. 廖鹏 芮迎旭 宁东红 施俊庆李延龙 赵遵龙 诸葛怡. 考虑滨海区域行驶条件的自动驾驶电动汽车速度优化方法. CN 12096372.


在研项目:

1. 强传染疾病背景下人群运动行为建模与应急疏散管控策略研究. 国家自然科学基金面上项目. 2022. 参与

2. 面向自动驾驶场景的机动车风险行为逆强化学习建模与安全管控. 武汉市交通强国建设试点科技联合项目. 2025. 20万. 主持


招收硕士研究生:

1. 方向一:耦合数据驱动-物理执行的复杂场景多模式交通建模

2. 方向二:基于新能源汽车移动储能的区域微电网建模与电价激励优化

Education Background

2019.10 2021.1

  • 莫纳什大学
  • 交通运输规划与管理
  • 联合培养博士

2017.9 2023.6

  • 北京航空航天大学
  • 交通运输规划与管理
  • Doctorate
  • Graduate student graduate

2012.9 2016.6

  • 太原理工大学
  • 土木工程
  • Baccalaureate
  • Undergraduate graduation

Work Experience

Social Affiliations

Research Focus

  • 基于逆强化学习的微观交通行为
  • 数据驱动下异质交通流建模