klotz: xai* + biomechanics* + machine learning* + aerodynamic forces* + insect*

0 bookmark(s) - Sort by: Date ↓ / Title / - Bookmarks from other users for this tag

    • 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.

Top of the page

First / Previous / Next / Last / Page 1 of 0 SemanticScuttle - klotz.me: Tags: xai + biomechanics + machine learning + aerodynamic forces + insect

About - Propulsed by SemanticScuttle