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University of Michigan

AI for Design and Optimization

Artificial intelligence and machine learning are revolutionizing design processes, optimizing strategies, and fostering innovation across industries. "AI for Design and Optimization” offers you the knowledge to harness the power of AI to enhance your own design and optimization capabilities. Mastering key skills such as discerning appropriate AI applications, interpreting model outputs, staying abreast of AI advancements, and effectively communicating the role of AI in projects is essential to effectively leverage these technologies in your practices. You will delve into the fundamentals of AI and their practical application in design and optimization, exploring advanced techniques like generative design, evolutionary algorithms, and topology optimization. This unique curriculum provides a comprehensive introduction to utilizing AI to enhance design creativity and streamline processes.

Status: Generative AI
Status: Model Optimization
IntermediateCourse10 hours

Featured reviews

LB

Reviewed Jul 5, 2026

Thank you professor for teaching me a lot about AI for my engineering major at university!

JA

Reviewed May 20, 2026

Highly useful for mechanical engineering master's students

DM

Reviewed Oct 1, 2025

Nice overview of AI application for design engineers

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