Results 181 to 190 of about 31,429 (335)

Explaining the Origin of Negative Poisson's Ratio in Amorphous Networks With Machine Learning

open access: yesAdvanced Intelligent Discovery, EarlyView.
This review summarizes how machine learning (ML) breaks the “vicious cycle” in designing auxetic amorphous networks. By transitioning from traditional “black‐box” optimization to an interpretable “AI‐Physics” closed‐loop paradigm, ML is shown to not only discover highly optimized structures—such as all‐convex polygon networks—but also unveil hidden ...
Shengyu Lu, Xiangying Shen
wiley   +1 more source

The 3rd International Conference on Manufacturing, Material and Metallurgical Engineering

open access: yesIOP Conference Series: Materials Science and Engineering, 2018
openaire   +1 more source

Design and Characterization of a Dual‐Mode Soft Robotic Flapping Propeller With Pneumatic Stiffness Modulation

open access: yesAdvanced Intelligent Systems, EarlyView.
A novel soft robotic propeller overcomes traditional efficiency‐flexibility tradeoffs via a hybrid pneumatic‐cable actuation strategy. This architecture enables active stiffness modulation with dual‐mode locomotion: tunable biomimetic swimming and earthworm‐inspired wriggling for confined spaces.
Jiazi Geng   +6 more
wiley   +1 more source

Investigation of the Effect of Willow Tree Gall Extract as a Green Corrosion Inhibitor for St37 Steel in 1 M Hydrochloric Acid Environment

open access: yesمواد نوین
Introduction: With the advancement of industries and the widespread use of St37 steel, its protection against corrosion, especially in acidic environments such as HCl, has gained significant importance.
Erfan Mehdipour Rabori   +1 more
doaj  

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