Skip to main content

and
  1. 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)

  2. 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)