The world is being quietly rearranged by people who write very long documents.


The title they went with Reinforcement learning for inverse structural design and rapid laser cutting of kirigami prototypes Noisy translates that to

AI designs kirigami structures in minutes, ready for laser cutting


Researchers have developed an AI system that can design complex kirigami structures much faster than before. This system can create precise cutting patterns for these foldable materials in minutes, ready for manufacturing.
Designing kirigami structures, which are materials cut to fold into specific 3D shapes, has been a slow, manual process. This AI tool automates the design, making it possible to rapidly prototype and manufacture these materials. This means engineers can quickly test many different designs for things like deployable solar panels or medical devices, speeding up innovation in metamaterials.
Watch for companies to start using this type of AI to rapidly prototype new kirigami-based products, especially in fields like aerospace or robotics.

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