Explaining the Origin of Negative Poisson's Ratio in Amorphous Networks With Machine Learning
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
Realistic Ultrasound Simulations of Healthy and Osteoarthritic Cartilage. [PDF]
Weeteling R +6 more
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This review aims to provide a broad understanding for interdisciplinary researchers in engineering and clinical applications. It addresses the development and control of magnetic actuation systems (MASs) in clinical surgeries and their revolutionary effects in multiple clinical applications.
Yingxin Huo +3 more
wiley +1 more source
Sensor Placement Strategies for Target Localization via 3-D TOA Measurements in Underwater Acoustic Sensor Networks. [PDF]
Zhou R, Tan W, Li M, Wang B.
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This article reviews the current state of bioinspired soft robotics. The article discusses soft actuators, soft sensors, materials selection, and control methods used in bioinspired soft robotics. It also highlights the challenges and future prospects of this field.
Abhirup Sarker +2 more
wiley +1 more source
Study on the Suppression Mechanism of Vibration and Noise in Converter Transformers Under Multi-Physical Field Coupling Using Different Filtering Strategies. [PDF]
Wang Y, Xie L, Xiang S.
europepmc +1 more source
A virtual imaging framework for three-dimensional quantitative optoacoustic tomography using stochastic numerical breast phantoms. [PDF]
Park S, Jeong G, Villa U, Anastasio MA.
europepmc +1 more source
Focusing and weighing microanalytes in liquid enabled by higher-order piezoelectric resonant membranes. [PDF]
Qian J +7 more
europepmc +1 more source
Mechanisms of dual-frequency focused ultrasound regulation of acoustic droplet vaporization-enhanced thermal lesion formation. [PDF]
Zhao Y, Feng Y, Wu L.
europepmc +1 more source

