Ding Zhao
Associate Professor without Tenure
Mechanical Engineering
Orcid identifier0000-0002-9400-8446 (opens in a new tab)
- Associate Professor without TenureMechanical Engineering
- 412.268.1042 (Work)
- Carnegie Mellon University, Pittsburgh, Pennsylvania, United States
BIO
Ding Zhao is an assistant professor of Mechanical Engineering. He is also associated with the Robotics Institute and the Machine Learning Department at the School of Computer Science and the Wilton E. Scott Institute for Energy Innovation. Directing the Safe AI Laboratory, Zhao aims to develop verifiable, affordable, and good-for-all learning for robotics in the face of the uncertain, dynamic, time-varying, multiple agents, and possibly human-involved environment by bridging statistics and cybernetics.
Zhao is recognized nationally and internationally for his research on autonomous/connected vehicles and smart cities, which synthesizes methods in machine learning, robotics, and design. His group develops rigorous test methods to verify AI-powered robots and learning/generative approaches that model the operational environment with big data to support vision and decision-making development. Methods and tools developed by the lab are being used by the industry and regulation institutes.
Zhao’s research has been granted funding by the National Science Foundation, Department of Transportation, and Department of Energy. He also works with leading self-driving companies around the world including Uber, Toyota, and Bosch.
Zhao is recognized nationally and internationally for his research on autonomous/connected vehicles and smart cities, which synthesizes methods in machine learning, robotics, and design. His group develops rigorous test methods to verify AI-powered robots and learning/generative approaches that model the operational environment with big data to support vision and decision-making development. Methods and tools developed by the lab are being used by the industry and regulation institutes.
Zhao’s research has been granted funding by the National Science Foundation, Department of Transportation, and Department of Energy. He also works with leading self-driving companies around the world including Uber, Toyota, and Bosch.
ACADEMIC POSITIONS
- Assistant ProfessorCarnegie Mellon University, Pittsburgh, Pennsylvania, United StatesAug 2018 - present
- Research ScientistUniversity of Michigan–Ann Arbor, Ann Arbor, Michigan, United StatesMay 2017 - Aug 2018
- Visiting ScholarStanford University, Institute for Computational and Mathematical Engineering, Management Science and Engineering, host: Peter W. Glynn,, United States1 Dec 2017 - 31 Mar 2018
NON-ACADEMIC POSITIONS
- Visiting ResearcherGoogle, Robotics Team, Mountain View, United States1 May 2022 - present
DEGREES
- Ph.D., Mechanical EngineeringUniversity of Michigan–Ann Arbor, Ann Arbor, Michigan, United States2016
- BS, Automotive EngineeringJilin University, Changchun, China2010
POSTGRADUATE TRAINING
- Research FellowUniversity of Michigan, Transportation Research Institute, United States
- Design Engineer (intern)Ford Motor, Global Research and Innovation Center,, United States
CAMPUS
- Pittsburgh
SUSTAINABLE DEVELOPMENT GOALS
- 3 Good Health and Well Being
- 7 Affordable and Clean Energy
- 11 Sustainable Cities and Communities