Results 281 to 290 of about 77,674 (348)

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

Study on the Tensile Properties and Influencing Factors of Superelastic SMAF-Reinforced PP/PVA-ECC Materials. [PDF]

Materials (Basel)
Cao Y, Qi X, Yang Z.
europepmc   +1 more source

AI‐BioMech: Deep Learning Prediction of Mechanical Behavior in Aperiodic Biological Cellular Materials

Advanced Intelligent Discovery, EarlyView.
AI‐BioMech is a deep learning framework that predicts the mechanical behavior of biological cellular materials directly from 2D images. By replacing traditional finite element analysis with semantic segmentation, it identifies stress and strain distributions with 99% accuracy, offering a high‐speed, scalable alternative for analyzing complex, aperiodic
Haleema Sadia, Marcelo A. Dias, Parvez Alam   +2 more
wiley   +1 more source

Bruch's Membrane Contributes to the Structural Integrity of the Normal Human Eye. [PDF]

Invest Ophthalmol Vis Sci
Tan RKY, Sharma S, Chan ASY, Ho CEH, Braeu FA, Jonas JB, Han L, Wang X, Zhu Y, Leo HL, Buist ML, Aung T, Perera SA, Girard MJA.   +13 more
europepmc   +1 more source

Enabling Metal‐Based Soft Robotics Through Investment Casting

Advanced Intelligent Systems, EarlyView.
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

Stability of surrounding rock in roadways with fractured rock mass: mechanisms and effects of layout optimization. [PDF]

Sci Rep
Hao H, Tian B, Li G, Sun Y, Hang Y, He J, Yuan Y.   +6 more
europepmc   +1 more source

Mechanical Characterization of Intermaxillary Orthodontic Elastics: Energy-Based Metrics and Clinical Guidance. [PDF]

J Funct Biomater
Antunes P, Oliveira C, Santos M, Marto CM, Vilhena L, Ramalho A, Francisco I, Vale F.   +7 more
europepmc   +1 more source

Dynamic Failure Behavior of Conglomerate under Impact Loading: Experimental and Numerical Insights for CO₂ Storage Applications. [PDF]

ACS Omega
Cheng W, Lou Y, Zhu L.
europepmc   +1 more source

Re-examination of the mechanical anisotropy of porcine thoracic aorta by uniaxial tensile tests

, 2016
Qiang Chen, Yan Wang, Zhiyong Li
openalex  

AE-based classification and fracture process analysis of flawed marble with stress intensity factor validation. [PDF]

Sci Rep
Sha P, Fan J, Lv Y, Chen J.
europepmc   +1 more source