Zheng Guo

Schmidt AI in Science Fellow

Michigan Institute for Data Science

Zheng is interested in applying AI-based program synthesis tools to automate the craft of engineering simulation programs and redesign data structures and algorithms to optimize performance. This will not solely significantly expedite the advancement of engineering simulation software but also redefine the approach of developers within these systems, fostering increased efficiency. The aspiration is for the workflow to shift from manual experimentation with algorithms and data structures to a scenario where developers seamlessly integrate AI-based program synthesis tools.

  • Science Mentor: Brian Kiedrowski, Nuclear Engineering and Radiological Sciences, College of Engineering
  • AI Mentor: Xinyu Wang, Computer Science and Engineering, College of Engineering
  • Research Theme: Improving simulation methods