A physics‐guided machine learning framework estimates Young's modulus in multilayered multimaterial hyperelastic cylinders using contact mechanics. A semiempirical stiffness law is embedded into a custom neural network, ensuring physically consistent predictions. Validation against experimental and numerical data on C.
Christoforos Rekatsinas +4 more
wiley +1 more source
Modeling Red Blood Cell Deformation at Supraphysiological Strain Rates Using a Droplet Framework. [PDF]
Palahnuk HP, Tobin NA, Manning KB.
europepmc +1 more source
Towards Advanced Intelligent and Perceptive Soft Grippers
Implementing soft yet strong and intelligent soft grippers request innovative and creative solutions in designing soft bodies and seamlessly integrating actuated systems with hierarchical sensing. This review systematically analyses soft grippers with a deep understanding of core components, from fundamental design principles to actuation and sensing ...
Haneul Kim +4 more
wiley +1 more source
Macro-Micro Properties and Damage Model of Calcareous Sand Stabilized by Sulfoaluminate and Ferroaluminate Cements Under Different Water Environments. [PDF]
Gu M, Cao L, Cao P, Tan Z, Wang Z, Ma J.
europepmc +1 more source
Data Analysis Planning and Reporting for Confirmatory Multi‐Lab Preclinical Trials: A Tutorial
ABSTRACT Confirmatory multi‐lab preclinical trials are a powerful experimental strategy to enable decisions to transition from preclinical to clinical settings. With their complexity, such study designs pose several challenges in statistical planning, analysis, and reporting of experiments.
María Arroyo‐Araujo +13 more
wiley +1 more source
Spectral Tuning of Hyperbolic Shear Polaritons in Monoclinic Gallium Oxide via Isotopic Substitution. [PDF]
Carini G +28 more
europepmc +1 more source
The 1931 Hawke's Bay earthquake (∼MS 7.8) stands as one of New Zealand's most devastating, causing widespread liquefaction and damage across the city of Napier. However, Napier remains underrepresented in liquefaction hazard studies as compared to other regions in the country.
Aavash Ghimire +3 more
wiley +1 more source
A Numerical Investigation on the Effect of Size and Volume Fraction of Red Blood Cells in a Microchannel with Sudden Expansion. [PDF]
Sezer C +3 more
europepmc +1 more source
The EPR during anterior–posterior bending had 51.63% of the displacement compared to the DP (p = 0.0007), and 55% of the creep over 100 cycles (p = 0.0126) with a rigidity of 201.3% (p = 0.0067). This difference also exists for cyclic torsion where the EPR rotates 52.32% the amount of the DP (p = 0.0044) and has 4.44% of the creep (p < 0.0001).
Yazan Kadkoy +7 more
wiley +1 more source
Research on the stability analysis and safety evaluation method of the surrounding rock of the cross-fault hydraulic tunnel. [PDF]
Kong C, Yang T, Zhu K, Wang X, Xiao M.
europepmc +1 more source

