Mingke Hou

photo of mingke hou

Position Title
PhD Student

  • Department of Mechanical and Aerospace Engineering
Bio

Mingke Hou completed her master's degree in Mechanical Engineering at the University of Pittsburgh in 2019. She is pursuing her doctoral degree in The Future Mobility Lab at the University of California, Davis. Her research interests mainly include vehicle dynamics and control, and physics-informed machine learning for autonomous vehicles

Education and Degree(s)
  • Bachelors of Science in Automotive Engineering, Wuhan University of Technology
  • Masters of Science in Mechanical Engineering, University of Pittsburgh
Research Interests & Expertise
  • Autonomous Vehicles
  • Vehicle Dynamics and Simulation
  • Physics Informed Machine Learning
Publications
  • Physics-Informed Machine Learning for Vehicle Dynamics Applications - A preliminary investigation into the design of driver evaluator
  • Improved Wearable Devices for Dietary Assessment Using a New Camera System