klotz: wing* + feature importance* + biomechanics* + encoder–decoder* + insect* + hinge* + xai*

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  1. - Study on insect wing hinge control mechanics was conducted by researchers at California Institute of Technology.
    - The study utilized a genetically encoded calcium indicator to image steering muscles activity in flies while tracking 3D wing motion.
    - A Convolutional Neural Network (CNN) was trained to predict wing motion from steering muscle activity and wingbeat frequency.
    - An encoder-decoder was employed to predict the role of individual sclerites on wing motion.
    - Virtual experiments were carried out to assess the impact of modulating wing motion via steering muscle activity on aerodynamic forces.
    - The study concludes that the insect wing hinge is a complex and evolutionarily significant skeletal structure.

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