Advanced Intelligent Discovery, EarlyView.This article implements a unified human digital twin framework that integrates cutting edge actuation, sensing, simulation, and bidirectional feedback capability. The approach includes integrating multimodal sensing, AI, and biomechanical simulation into one compact system.
Tajbeed Ahmed Chowdhury +4 more
wiley +1 more source
Bionic Technology in Prosthetics: Multi-Objective Optimization of a Bioinspired Shoulder-Elbow Prosthesis with Embedded Actuation. [PDF]
Biomimetics (Basel)Jiang J, Chen G, Wang X, Yan H.
europepmc +1 more source
Scattering of guided waves propagating through pipe bends based on normal mode expansion. [PDF]
Sci Rep, 2022 Wu W, Dong H, Zhang S.
europepmc +1 more source
Explaining the Origin of Negative Poisson's Ratio in Amorphous Networks With Machine Learning
Advanced 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
Computational study of the separation of regular sphere clusters in high-Mach-number flow. [PDF]
J Fluid MechWhalen T, Deiterding R, Laurence SJ.
europepmc +1 more source
Generative Design of Structured Materials for Controlled Frequency Responses. [PDF]
3D Print Addit Manuf, 2023 Yang W, Huang L, Singamneni S.
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Advanced Intelligent Discovery, EarlyView.Materials informatics and autonomous experimentation are transforming the discovery of organic molecular crystals. This review presents an integrated molecule–crystal–function–optimization workflow combining machine learning, crystal structure prediction, and Bayesian optimization with robotic platforms.
Takuya Taniguchi +2 more
wiley +1 more source
Vibration Analysis of Shape Memory Alloy Enhanced Multi-Layered Composite Beams with Asymmetric Material Behavior. [PDF]
Materials (Basel)Samadi-Aghdam K +4 more
europepmc +1 more source
A Critical Review of Nonlinear Damping Identification in Structural Dynamics: Methods, Applications, and Challenges. [PDF]
Sensors (Basel), 2020 Al-Hababi T +4 more
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Numerical Analysis of Standing Waves Phenomenon of Aircraft Tires. [PDF]
Materials (Basel), 2022 Gan Y, Fang X, Wei X.
europepmc +1 more source