Comparative assessment of investigation methods for tensile strength of soils: A review. [PDF]
Sun Y +9 more
europepmc +1 more source
Physics‐Embedded Neural Network: A Novel Approach to Design Polymeric Materials
Traditional black‐box models for polymer mechanics rely solely on data and lack physical interpretability. This work presents a physics‐embedded neural network (PENN) that integrates constitutive equations into machine learning. The approach ensures reliable stress predictions, provides interpretable parameters, and enables performance‐driven, inverse ...
Siqi Zhan +8 more
wiley +1 more source
An Experimental Measurement Method to Characterize and Apply Platinum Silicon Material for a Biomechanical Replica of the Thoracic Aorta. [PDF]
Grave-Capistrán MA +3 more
europepmc +1 more source
MEASUREMENT OF THE LOCAL LONGITUDINAL STRAIN IN THE UNIAXIAL TENSILE TEST UP TO HIGH STRAIN RATES
N. Eisenreich +5 more
openalex +2 more sources
Pellet Printing for Soft Robotic Devices
Fused Granulate Fabrication (FGF) is established here as a reliable method for fabricating soft, airtight robotic devices. Through coordinated optimization of hardware, material selection, and process parameters, this approach enables high‐speed printing of thermoplastic elastomers with silicone‐like softness and modulus.
Yijia Wu +6 more
wiley +1 more source
Uniaxial tensile test data for VHB tape and Elastosil 4:3 at different loading rates
Simon Wiesheier +2 more
openalex +1 more source
This work identifies M1 macrophage‐mediated inflammation as a key driver of BMSC senescence and bone microstructural deterioration at the enthesis. A tissue‐adhesive hydrogel delivering senomorphic small extracellular vesicles suppresses this inflammatory‐senescent cascade and enhances BMSC resilience by inhibiting the cGAS‐STING‐NF‐κB pathway.
Lingzhi Kong +8 more
wiley +1 more source
Biaxially ductile supramolecular polymer networks. [PDF]
Wu T +19 more
europepmc +1 more source
Harnessing Phase Separation for the Development of High‐Performance Hydrogels
ABSTRACT Hydrogels are indispensable for the development of next‐generation bioelectronics, soft robotics, and biomedical devices, where their mechanical properties determine performance and reliability. Among strategies to enhance hydrogel mechanics, phase separation enables controlled heterogeneity resulting in gel networks that are reinforced by ...
Yue Shao +3 more
wiley +1 more source
Nonlinear Characteristics of Tensile and Compressive Mechanical Parameters for Typical Pavement Materials. [PDF]
Pan Q +10 more
europepmc +1 more source

