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  • New superomniphobic glass soars high on butterfly wings using machine learning

    Glass for technologies like displays, tablets, laptops, smartphones, and solar cells need to 

    pass light through, but could benefit from a surface that repels water, dirt, oil, and other liquids. 

    Researchers from the University of Pittsburgh's Swanson School of Engineering have created 

    nanostructure glass that takes inspiration from the wings of the glasswing butterfly to create 

    new type of glass that is not only very clear across a wide variety of wavelengths and angles, 

    but is also antifogging.

    The team recently published a paper detailing their findings: "Creating Glasswing-Butterfly 

    Inspired Durable Antifogging Omniphobic Supertransmissive, Superclear Nanostructured 

    Glass Through Bayesian Learning and Optimization" in Materials Horizons. They recently 

    presented this work at the ICML conference in the "Climate Change: How Can AI Help?" 

    workshop.


    The nanostructured glass has random nanostructures, like the glasswing butterfly wing, that 

    are smaller than the wavelengths of visible light. This allows the glass to have a very high 

    transparency of 99.5% when the random nanostructures are on both sides of the glass. This 

    high transparency can reduce the brightness and power demands on displays that could, for 

    example, extend battery life. The glass is antireflective across higher angles, improving 

    viewing angles. The glass also has low haze, less than 0.1%, which results in very clear 

    images and text.


    "The glass is superomniphobic, meaning it repels a wide variety of liquids such as orange 

    juice, coffee, water, blood, and milk," explains Sajad Haghanifar, lead author of the paper 

    and doctoral candidate in industrial engineering at Pitt. "The glass is also anti-fogging, as 

    water condensation tends to easily roll off the surface, and the view through the glass rem

    ains unobstructed. Finally, the nanostructured glass is durable from abrasion due to its self-

    healing properties—abrading the surface with a rough sponge damages the coating, but 

    heating it restores it to its original function."

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