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Zheng Liu
Assistant Professor at University of Michigan-Dearborn
Dearborn, Michigan, United States
“AI for manufacturing, data center, battery, and HVAC”
bio
Zheng Liu joined the University of Michigan-Dearborn Industrial and Manufacturing Systems Engineering Department as an Assistant Professor Fall 2025. He obtained his Ph.D. from the Department of Industrial and Enterprise Systems Engineering at the University of Illinois Urbana-Champaign in May 2025. He received his M.S. in Mechanical Engineering from Cornell University in 2019. His research bridges theoretical and applied aspects of AI in manufacturing and energy systems. During his Ph.D. at Illinois, he focused on physics-based modeling, physics-informed machine learning, and generative design for manufacturing and energy storage applications. He also evaluated the manufacturing processes through life cycle assessment and techno-economic analysis, helping the team win $1M Department of Energy’s (DOE) inaugural American-Made Geothermal Lithium Extraction Prize. He has collaborated on multiple projects funded by the National Science Foundation (NSF) through the Future Manufacturing Research Grant (FMRG) program, as well as the Office of Naval Research (ONR). In addition, he served as a graduate fellow and STEM outreach coordinator at the NSF Engineering Research Center for Power Optimization for Electro-Thermal Systems (POETS). Zheng has received the Sharp Outstanding Graduate Student Award and the Tau Beta Pi Outstanding Graduate Student Award in recognition of his research contributions. He has published more than 15 peer-reviewed journal articles and 15 conference proceedings, and has served as the publication co-chair for the IEEE Transportation Electrification Conference. Through his work, he continues to push the frontiers of AI-driven innovation in manufacturing and energy systems.
skills
Educator/Teacher Engineer Researcher Scientist
Roles I’m interested in
HeroXpert Innovator Judge SuperHero
“AI for manufacturing, data center, battery, and HVAC”
bio
Zheng Liu joined the University of Michigan-Dearborn Industrial and Manufacturing Systems Engineering Department as an Assistant Professor Fall 2025. He obtained his Ph.D. from the Department of Industrial and Enterprise Systems Engineering at the University of Illinois Urbana-Champaign in May 2025. He received his M.S. in Mechanical Engineering from Cornell University in 2019. His research bridges theoretical and applied aspects of AI in manufacturing and energy systems. During his Ph.D. at Illinois, he focused on physics-based modeling, physics-informed machine learning, and generative design for manufacturing and energy storage applications. He also evaluated the manufacturing processes through life cycle assessment and techno-economic analysis, helping the team win $1M Department of Energy’s (DOE) inaugural American-Made Geothermal Lithium Extraction Prize. He has collaborated on multiple projects funded by the National Science Foundation (NSF) through the Future Manufacturing Research Grant (FMRG) program, as well as the Office of Naval Research (ONR). In addition, he served as a graduate fellow and STEM outreach coordinator at the NSF Engineering Research Center for Power Optimization for Electro-Thermal Systems (POETS). Zheng has received the Sharp Outstanding Graduate Student Award and the Tau Beta Pi Outstanding Graduate Student Award in recognition of his research contributions. He has published more than 15 peer-reviewed journal articles and 15 conference proceedings, and has served as the publication co-chair for the IEEE Transportation Electrification Conference. Through his work, he continues to push the frontiers of AI-driven innovation in manufacturing and energy systems.
skills
Educator/Teacher Engineer Researcher Scientist
Roles I’m interested in
HeroXpert Innovator Judge SuperHero
Challenges
Teams
Urban Synergy Team Urban Synergy Team
5 team members
Looking for members
Submissions
Synergy of BESS & V2B for Building Load Balancing
Developing an integrated AI-driven design framework to transform buildings into grid-interactive assets through HVAC and V2B optimization.
by Urban Synergy Team
Following
Activity
Awards