In the domain of metamaterials, the push toward automated design has been accelerated by advances in generative machine learning. The advent of deep ...

Generative design helps engineers explore design, delivering 30-50% faster time-to-market, 10-50% weight reductions, and up to 20% cost savings.

This Collection supports and amplifies research related to SDG 9 and SDG 12. The concept of artificial intelligence (AI) as a creative design tool might once have been controversial. But in recent ...

For a design engineer, the use of generative processes is the equivalent of transitioning from sewing by hand to using a sewing machine. It can require a shift of mindset that instead of practicing a ...

A new design process that uses generative design but also seeks feedback from humans is more effective at producing designs that are fully optimized for their purpose. Modern fabrication tools such as ...

Building 3D printed parts with artificial intelligence (AI) can optimize the design process by generating complex geometries that are lightweight yet strong. This can be difficult to achieve manually.