Research focus
About the research
How can computational models and AI improve human design problem solving in engineering practice?
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The Integrated Design Innovation Group researches engineering design automation by merging AI, machine learning, optimization, and cognitive-science models of designer processes. Projects study hybrid human/AI teams, computational methods for biomechanical system design and diagnosis, and user-centered integrated product development. Researchers develop algorithmic agents, multi-agent simulations, and optimization techniques to represent designer cognition and to assist or evaluate real-time design decision processes. The group combines behavioral experiments, computational modeling, and applied engineering datasets to test and refine computational design methods.
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