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Stress Representations for Tensor Basis Neural Networks: Alternative Formulations to Finger–Rivlin–Ericksen
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Data-driven constitutive modeling frameworks based on neural networks and classical representation theorems have recently gained considerable attention due to their ability to easily incorporate constitutive constraints ...
Effect of Solvent Diffusion on Crack Tip Fields and Driving Force for Fracture of Hydrogels
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Hydrogels are used in a variety of applications ranging from tissue engineering to soft robotics. They often undergo large deformation coupled with solvent diffusion, and structural integrity is important when they are ...
Evaluating Fracture Energy Predictions Using Phase-Field and Gradient-Enhanced Damage Models for Elastomers
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Recently, the phase-field method has been increasingly used for brittle fractures in soft materials like polymers, elastomers, and biological tissues. When considering finite deformations to account for the highly deformable ...
A Linear Poroelastic Analysis of Time-Dependent Crack-Tip Fields in Polymer Gels
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Based on a linear poroelastic formulation, we present an asymptotic analysis of the transient crack-tip fields for stationary cracks in polymer gels under plane-strain conditions. A center crack model is studied in detail, ...
Poroelastic Effects on the Time- and Rate-Dependent Fracture of Polymer Gels
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Fracture of polymer gels is often time- and rate-dependent. Subject to a constant load, a gel specimen may fracture immediately or after a delay (time-dependent, delayed fracture). When a crack grows in a gel, the fracture ...