Integration between radiation shielding performance, structural evolution, and mechanical features of co-doped sodium phosphate glasses. [PDF]
Abdelhakim NA +5 more
europepmc +1 more source
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
Effect of Pulse Plasma Sintering Temperature on Microstructure and Mechanical Properties of Al<sub>2</sub>O<sub>3</sub>-Cu Composites. [PDF]
Piotrkiewicz P +4 more
europepmc +1 more source
Harnessing Machine Learning to Understand and Design Disordered Solids
This review maps the dynamic evolution of machine learning in disordered solids, from structural representations to generative modeling. It explores how deep learning and model explainability transform property prediction into profound physical insight.
Muchen Wang, Yue Fan
wiley +1 more source
A Wearable System Featuring Biomimetic Spatially Distributed Iontronic Sensing Array for Dynamic Monitoring of Deep Tissue Modulus. [PDF]
Wang Z +12 more
europepmc +1 more source
Enabling Metal‐Based Soft Robotics Through Investment Casting
Vacuum investment casting enables manufacturing of compliant soft robotic structures out of AA7075 high‐strength aluminum alloy. Additively manufactured patterns are converted into metal soft robotic structures addressing long lasting challenges like durability and nonlinearity of elastomer‐based soft robotics.
Felix Pancheri, Tim C. Lueth, Yilun Sun
wiley +1 more source
Investigating the effects of Fe, Ni, or Cu additions on the microstructure and mechanical properties of W₂CoB₂ cermets. [PDF]
Zhu X, Pan Y, Ke D, Qu F, Liu L.
europepmc +1 more source
Terrestrial Cyborg Insects for Real‐Life Applications
This article reviews the development of terrestrial cyborg insects from their emergence in 1997 to mid‐2025, examining three key aspects: locomotion control methods, associated challenges with proposed solutions, and practical applications. Framing these biohybrid systems as insect‐scale mobile robots, the review provides foundational insights for new ...
Hai Nhan Le +10 more
wiley +1 more source
A Wearable Ultrasound Sensing System for Soft Tissue Stiffness Detection: A Feasibility Study. [PDF]
Bao G, Xu T, Li X, Meng B.
europepmc +1 more source
Indentation hardness testing of tablets
M E Aulton, H G Tebby, P J P White
openaire +1 more source

