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Artificial intelligence in design

Artificial intelligence in design
330-8002/01
čeština

Summary

The subject provides an introduction to the use of artificial intelligence in design practice. It explains the principles of AI and shows its applications in 3D modeling, generative design, shape optimization, and visualization. The course combines theoretical knowledge with practical exercises, during which students work with modern AI tools used in industrial and product design. The result is the ability to independently use AI as a creative and analytical tool in the design of products, interiors, or visualizations, while critically evaluating their functionality and practical usability.

Literature

[1] RUSSELL, Stuart J. a Peter NORVIG. Artificial Intelligence: A Modern Approach. 4th ed. Hoboken: Pearson, 2020. ISBN 978-0134610993 .
[2] RAVINDRAN, A., RAGSDELL, K. M., REKLAITIS, G. V. Engineering Optimization: Methods and Applications. 2. vydání. Hoboken: John Wiley & Sons, 2006. ISBN 978-0-471-55814-9 .
[3] BENDSØE, Martin P. a Ole SIGMUND. Topology Optimization: Theory, Methods and Applications. Berlin: Springer, 2003. ISBN 978-3-642-07698-5 .

Advised literature

[1] ARMSTRONG, Helen a Keetra Dean DIXON. Big Data Big Design: Why Designers Should Care about Artificial Intelligence. New York: Princeton Architectural Press, 2021. ISBN 978-1616899154 .
[2] ANDERSON, Kence. Designing Autonomous AI: A Guide for Machine Teaching. Sebastopol: O’Reilly Media, 2023. ISBN 978-1098110751 .


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Language of instruction čeština
Code 330-8002
Abbreviation UID
Course title Artificial intelligence in design
Coordinating department Department of Applied Mechanics
Course coordinator doc. Ing. Pavel Maršálek, Ph.D.