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  1. Chapter and Conference Paper

    Customized Knit Membrane Deployable Hyperboloid Tower

    Deployable structures have become increasingly popular due to their ability to transform from a compact form into a larger structure. They are also typically lightweight, resulting in a lower carbon footprint ...

    Virginia Ellyn Melnyk in Phygital Intelligence (2024)

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    Chapter and Conference Paper

    Deployable Origami Wall with Patterned Knit Panels

    This paper explores the process of creating a unique triangulated origami folding wall, highlighting its relevance to design as research and research through design. By integrating hand-making techniques with ...

    Virginia Ellyn Melnyk in Creativity in the Age of Digital Reproduction (2024)

  3. Chapter and Conference Paper

    Punch Card Patterns Designed with GAN

    Knitting punch cards codify different stitch patterns into binary patterns, telling the machine when to change color or to generate different stitch types. This research utilizes Neural Networks (NN) and image...

    Virginia Ellyn Melnyk in Proceedings of the 2021 DigitalFUTURES (2022)